When Authority Becomes Narrative: Custody, Power, and the Misuse of Systems
In custody litigation, courts are often asked to evaluate competing narratives about safety, stability, and parental fitness. But what happens when one parent possesses not just a narrative—but institutional credibility, access, and procedural fluency?
This is where the analysis under California Family Code § 3011 becomes more than a checklist. It becomes a lens through which courts must distinguish between legitimate protection and manufactured risk.
The Misunderstood Premise
There is a persistent but flawed assumption in custody disputes:
That a parent with a law enforcement or peace officer background carries inherent credibility, heightened judgment, or superior fitness.
California law does not support this premise.
Custody determinations are not awarded based on profession. They are grounded in a singular inquiry:
What outcome best serves the health, safety, and welfare of the child?
The difficulty arises when professional authority is not merely background—but becomes a tool for shaping the evidentiary record itself.
Manufacturing the Record
In some cases, a pattern emerges:
Repeated welfare checks initiated without substantiated findings
Police reports that escalate minor disputes into formal incidents
Strategic documentation timed around custody proceedings
Use of professional language or contacts to frame the other parent as unstable or unsafe
Individually, these actions may appear benign or even protective. But taken together, they may reveal something else:
The construction of a litigation narrative through institutional mechanisms.
This is where courts must move beyond surface-level documentation and ask a more difficult question:
Is this evidence reflective of actual risk—or the product of controlled narrative-building?
The Section 3011 Analysis Revisited
Under California Family Code § 3011, several factors become critical in this context:
1. Health, Safety, and Welfare
The court must assess not only physical safety, but emotional and psychological well-being.
A child repeatedly exposed to:
police presence
allegations against a parent
institutional escalation
A child, teenager or adult child may experience instability, fear, or confusion—regardless of whether the allegations are substantiated.
If one parent is responsible for generating that environment, the conduct itself becomes relevant.
2. History of Abuse and Coercive Control
California recognizes coercive control under California Family Code § 6320, which includes behavior that interferes with another person’s autonomy or liberty.
In a custody context, this may include:
leveraging institutional authority to intimidate
creating a perception of surveillance or scrutiny
repeatedly invoking systems to destabilize the other parent
The analysis is not limited to physical harm. It extends to patterns of control through process.
3. Ability to Foster a Relationship with the Other Parent
California law strongly favors a parent who supports the child’s relationship with the other parent.
When a parent:
repeatedly files unsubstantiated reports
escalates conflict unnecessarily
portrays the other parent as dangerous without evidence
The court may reasonably question whether that parent is acting in good faith—or attempting to limit contact through manufactured concern.
Credibility in the Age of Documentation
Modern custody disputes are increasingly document-driven. Reports, logs, and records carry weight.
But not all documentation is equal.
Courts must distinguish between:
Corroborated evidence, supported by neutral findings
Self-generated documentation, produced through unilateral action
The existence of a report is not proof of wrongdoing. The pattern, consistency, and outcome of those reports matter.
A Structural Concern
At its core, this issue raises a broader concern about power asymmetry in custody litigation.
When one parent:
understands institutional systems
has access to enforcement mechanisms
or benefits from perceived authority
There is a risk that the legal process itself becomes part of the dispute, rather than a neutral forum for resolution.
The Correct Framing
The most precise way to frame this issue—legally and ethically—is as follows:
The issue is not that one parent has a law enforcement background. The issue is whether that parent has used institutional knowledge, access, or perceived authority to manufacture a custody record against the other parent.
And under California Family Code § 3011:
That conduct bears directly on the child’s health, safety, emotional welfare, stability, and the parent’s willingness to support the child’s relationship with both parents.
What Courts Must Do
Courts are not tasked with choosing between professions. They are tasked with evaluating:
conduct
credibility
patterns
and impact on the child
This requires:
looking beyond the existence of reports
examining outcomes and corroboration
identifying patterns of escalation or control
And most importantly:
Protecting the child not only from harm—but from the manufacture of harm as a legal strategy.
Closing Reflection
In an era where systems can be activated quickly and records created easily, the risk is no longer just what happens inside the home.
It is what can be constructed about the home.
For family courts, the challenge is clear:
To ensure that authority does not become narrative, and that narrative does not become custody.
Sources (Publicly Available)
California Family Code § 3011 (Best interest of the child standard)
California Family Code § 3020 (Frequent and continuing contact policy)
California Family Code § 6320 (Definition of coercive control)
In re Marriage of LaMusga (Best interest and custody discretion)
Convention on the Rights of the Child (Child welfare and dignity principles)
Judicial Council of California, Child Custody Information Sheet (public guidance on custody determinations)
California Courts Self-Help Guide, Child Custody and Visitation (overview of best interest standard and factors)
Legal Disclaimer: This article is for informational purposes only and does not constitute legal advice. No attorney-client relationship is formed. Individuals should consult qualified legal counsel regarding their specific circumstances.
Cognitive Liberty and Privacy Note: This publication reflects ongoing legal and policy concerns regarding autonomy, informational integrity, and the intersection of technology, authority, and human rights. Unauthorized manipulation of personal narrative—whether through systems, technology, or institutional processes—raises serious legal and ethical implications.
As I often do when something troubles me these days, I open a dialogue with ChatGPT…
The following was taken from a previously published conversation with my ChatGPTabout trauma-informed practice in the legal profession and its related systems.
Please keep in mind that I have staunchly advocated for the recognition of subtle harms that are found in algorithms and targeted ads often displayed to children and vulnerable adults in the digital age.
It really can be as simple (or as complicated) as understanding just how difficult it may be for a child with a complexion problem to have to walk up to store personnel at CVS to ask for a tube of Clearasil. If you think that’s funny, try living life as a child who is impoverished or challenged in some way, then perhaps you might understand why this is a crisis that leaves some children vulnerable to being influenced by the wrong people. Sadly, many of these kids are bombarded with all kinds of messaging on their smartphones, which may include nasty behavior from individuals who abuse the privilege of being on social media platforms.
When we consider bias, racism, sexism, discriminatory and disparate treatment and practices institutionalized in American systems, the legal system as a whole is confronting how to deal with these societal harms that are increasingly becoming much more subtle in an age of technological dominance. I do think it’s important to note that bad people exist everywhere, including our digital spaces.
Just as digital platforms can be misused to cause quiet but devastating reputational harm through implication, curated messaging, or indirect targeting, so too can harm within family systems occur through subtle forms of control, manipulation, and intimidation—often without immediate physical evidence.
In the context of family law and child custody and conservatorship proceedings, this form of abuse may be referred to as “coercive control”—a pattern of psychological, emotional, and sometimes economic manipulation used to dominate or isolate a partner or child. It is insidious precisely because it often evades the traditional markers of harm that courts are trained to recognize. When courts lack sufficient training in trauma-informed practices, child sexual abuse dynamics, and non-physical forms of abuse, the result is often the minimization or outright dismissal of credible concerns raised by protective parents.
The parallel is clear: when institutions are not adequately prepared to recognize subtle, systemic harm, they may unintentionally legitimize or perpetuate it. In the media space, this results in public targeting masked as content; in the courtroom, it may result in placing children with abusive parents or penalizing the protective parent for “alienation” rather than identifying the underlying abuse.
Judicial reform must include mandatory education for judges and court personnel on coercive control, trauma responses, and the complex dynamics of abuse—especially as they present in contested custody cases. Understanding that harm is not always loud, visible, or immediate is essential to ensuring that justice is truly protective, particularly for children and survivors.
Just as we must be vigilant in digital spaces against subtle but coordinated reputational harm, we must bring that same level of vigilance into our courts—to recognize that harm can be quiet, strategic, and deeply destructive. Training and reform are not optional; they are critical for the safety and well-being of the families our courts are entrusted to serve.
Legal Disclaimer
This blog post is for informational purposes only and does not constitute legal advice. Reading this article does not create an attorney-client relationship. For advice about your specific legal matter, please consult a qualified attorney.
About the Author
Sally Castellanos is a California attorney and the Author of It’s Personal and Perspectives, a legal blog exploring innovation, technology, and global privacy through the lens of law, ethics, and civil society.
Published on July 15, 2015. Revised on July 16, 2015.
Children’s Rights, Behavioral Profiling, and the Law
“What happens when an algorithm learns your trauma before you speak it aloud?”
“And what if it uses that knowledge—not to heal—but to shape, manipulate, harass, or punish you?”
Quote: Chat GPT
In 2024, the ACLU filed a harrowing civil rights complaint detailing the abuse of a Spanish-speaking migrant mother—pseudonymously referred to as Ana—held in solitary confinement for weeks at a Florida ICE detention facility. A survivor of trafficking and domestic violence, Ana’s story reveals not only systemic failures in our immigration system, but also how trauma can be misunderstood, exploited, or even digitally profiled by the very systems that surround us in our private lives.
Now consider another Ana—the fictional “Anna Delvey” of Netflix’s Inventing Anna—a dramatized grifter portrayed as cunning, glamorous, and psychologically manipulative. What unites these two women isn’t criminality or deception—it’s the machinery behind them: psychological manipulation, profiling, and the dangerous power of misread narratives.
In this article, we explore how streaming platforms like Netflix, when combined with automated profiling tools used by law enforcement or government agencies, can function as vehicles for psychological grooming, behavioral targeting, and even family separation.
We ask: what does your “feed” say about you? And how might these digital breadcrumbs be used—especially against women and children in moments of legal, emotional, or immigration vulnerability?
Inventing Ana: Streaming, Psychological Manipulation, and Storytelling as a Weapon
Netflix’s Inventing Anna is more than a TV drama—it is an algorithmically optimized vehicle designed to hold attention, provoke emotional reaction, and amplify morally ambiguous narratives. But for viewers like Ana—individuals navigating real trauma—these dramatizations can blur into indoctrination.
Netflix’s recommendation engine uses machine learning (ML) to:
Track emotional patterns through binge behavior.
Infer psychological states (e.g., depression, isolation).
Build predictive profiles for personalized content delivery.
This becomes especially troubling when:
Trauma survivors, minors, migrants or other vulnerable individuals rely on streaming platforms as emotional lifelines. The content reinforces distress, manipulates emotional states, or echoes lived abuse. Law enforcement or third parties gain access to these profiles via subpoenas, data brokers, or government contracts.
What may begin as entertainment, ends in exposure and objectification.
Profiling Children, Grooming, and Vulnerability
Children are particularly susceptible to algorithmic manipulation.
Recommendation loops can push violent, sexualized, or identity-influencing content. COPPA (Children’s Online Privacy Protection Act) only protects children under 13, with limited enforcement. Netflix, while not designed for children without explicit parental controls, collects usage data even under child profiles.
Psychological grooming—typically understood in the context of abusers gaining a child’s trust—can now be digitized.
Platforms “learn” a child’s fears, interests, and emotional triggers. Recommendations can nudge behavior over time—toward specific identities, beliefs, or emotional responses. In immigration or custody proceedings, this data can become evidence of “instability,” “obsession,” “unfitness” or “unsuitability,” especially for vulnerable or non-English-speaking parents.
Legal Landscape: The Telecommunications and Streaming Privacy Gap
Despite the profound implications, federal and state laws have not kept pace:
Video Privacy Protection Act (VPPA) prohibits unauthorized disclosure of viewing history, but was drafted in 1988—long before algorithmic profiling or streaming dominance.
California Consumer Privacy Act (CCPA) and California Privacy Rights Act (CPRA) provide stronger consumer control, allowing Californians to access, delete, or limit the use of their viewing data.
Cable Communications Act and Telecommunications Act do not fully cover streaming services operating over the internet.
Yet, these gaps matter. For Ana—or any immigrant or vulnerable mother—watching trauma-themed content on Netflix during a custody proceeding might silently build a profile that shapes how she is treated, judged, or even punished.
The next article we will try to explore:
How attorneys can protect clients’ digital identities in family and immigration proceedings.
A sample feed profile for “Ana”—as seen by Netflix.
Practical tools to request, review, or delete streaming data under California law.
Proposed reforms to the VPPA and CCPA that reflect the emerging dangers of algorithmic profiling.
If you need assistance, you should always attempt to engage with law enforcement and/or qualified legal counsel. I would strongly recommend that you learn how to report any unusual activity in a meaningful and credible way with any social media platform that you choose to engage with when choosing an online community.
Always remember that an online community is much like the community outside your front door. There may be consequences not only to your behavior but also as to any accusations you make. Engaging with counsel, counselors, and/or an advocate may be necessary.
Important Phone Numbers
National Center for Missing & Exploited Children – 1-800-843-5678.
The National Human Trafficking Hotline – 1-888-373-7888.
U.S. Department of Homeland Security – 1-866-347-2423.
SPECIAL COPYRIGHT, NEURAL PRIVACY, HUMAN DIGNITY, CIVIL RIGHTS, AND DATA PROTECTION NOTICE
The entirety of this platform—including all authored content, prompts, symbolic and narrative structures, cognitive-emotional expressions, and legal commentary—is the original cognitive intellectual property of Sally Vazquez-Castellanos. (a/k/a Sally Vazquez and a/k/a Sally Castellanos). Generative AI such as ChatGPT and/or Grok is used. This work reflects lived experience, legal reasoning, narrative voice, and original authorship, and is protected under:
United States Law
Title 17, United States Code (Copyright Act) – Protecting human-authored creative works from unauthorized reproduction, ingestion, or simulation;
U.S. Constitution
First Amendment – Freedom of speech, press, thought, and authorship;
Fourth Amendment – Right to be free from surveillance and data seizure;
Fifth and Fourteenth Amendments – Due process, privacy, and equal protection;
Civil Rights Acts of 1871 and 1964 (42 U.S.C. § 1983; Title VI and VII) – Protecting against discriminatory, retaliatory, or state-sponsored violations of fundamental rights;
California Constitution, Art. I, § 1 – Right to Privacy;
California Consumer Privacy Act (CCPA) / Privacy Rights Act (CPRA);
Federal Trade Commission Act § 5 – Prohibiting unfair or deceptive surveillance, profiling, and AI data practices;
Violence Against Women Act (VAWA) – Addressing technological abuse, harassment, and coercive control;
Trafficking Victims Protection Act (TVPA) – Protecting against biometric and digital trafficking, stalking, and data-enabled exploitation.
International Law
Universal Declaration of Human Rights, Arts. 3, 5, 12, 19;
International Covenant on Civil and Political Rights (ICCPR), Arts. 7, 17, 19, 26;
Geneva Conventions, esp. Common Article 3 and Protocol I, Article 75 – Protecting civilians from psychological coercion, degrading treatment, and involuntary experimentation;
General Data Protection Regulation (GDPR) – Protecting biometric, behavioral, and emotional data;
UNESCO Universal Declaration on Bioethics and Human Rights – Opposing non-consensual experimentation;
CEDAW – Protecting women from technology-facilitated violence, coercion, and exploitation.
CEDAW and Technology-Facilitated Violence, Coercion, and Exploitation
CEDAW stands for the Convention on the Elimination of All Forms of Discrimination Against Women, a binding international treaty adopted by the United Nations General Assembly in 1979. Often referred to as the international bill of rights for women, CEDAW obligates state parties to eliminate discrimination against women in all areas of life, including political, social, economic, and cultural spheres.
While CEDAW does not specifically mention digital or AI technologies (as it predates their widespread use), its principles are increasingly interpreted to cover technology-facilitated harms, particularly under:
Article 1, which defines discrimination broadly, encompassing any distinction or restriction that impairs the recognition or exercise of women’s rights; Article 2, which mandates legal protections and effective measures against all forms of discrimination; General Recommendation No. 19 (1992) and No. 35 (2017), which expand the understanding of gender-based violence to include psychological, economic, and digital forms of abuse.
Application to Technology
Under these principles, technology-facilitated violence, coercion, and exploitation includes:
Online harassment, stalking, and cyberbullying of women; Non-consensual distribution or creation of intimate images (e.g., deepfakes); Algorithmic bias or discriminatory profiling that disproportionately harms women; AI-enabled surveillance targeting women, particularly activists, journalists, or survivors; Reproductive surveillance or coercive control via health-tracking or biometric data systems; Use of data profiling to facilitate trafficking or gendered exploitation.
CEDAW obligates states to regulate technology companies, provide remedies to victims, and ensure that evolving technologies do not reinforce or perpetuate systemic gender-based violence or discrimination.
FAIR USE, NEWS REPORTING, AND OPINION: CLARIFICATION OF SCOPE
Pursuant to current U.S. Copyright Office guidance (2024–2025):
Only human-authored content qualifies for copyright protection. Works created solely by AI or LLM systems are not protectable unless there is meaningful human contribution and control. Fair use does not authorize wholesale ingestion of copyrighted material into AI training sets. The mere labeling of use as “transformative” is insufficient where expressive structure, tone, or narrative function is copied without consent. News reporting, criticism, or commentary may constitute fair use only when accompanied by clear attribution, human authorship, and non-exploitative intent. Generative AI simulations or pattern-based re-creations of tone, emotion, or trauma do not qualify under these exceptions. AI developers must disclose and document training sources—especially where use implicates expressive content, biometric patterns, or personal narrative.
ANTHROPIC LITIGATIONAND RESTRICTIONS
In light of ongoing litigation involving Anthropic AI, in which publishers and authors have challenged the unauthorized ingestion of their works:
The author hereby prohibits any use of this content in the training, tuning, reinforcement, or simulation efforts of Anthropic’s Claude model or any similar LLM, including but not limited to: OpenAI (ChatGPT); xAI (Grok); Meta (LLaMA); Google (Gemini); Microsoft (Copilot/Azure AI); Any public or private actor, state agent, or contractor using this content for psychological analysis, profiling, or behavioral inference.
Use of this work for AI ingestion or simulation—without express, written, informed consent—constitutes:
Copyright infringement, Violation of the author’s civil and constitutional rights, Unauthorized behavioral and biometric profiling, and A potential breach of international prohibitions on involuntary experimentation and coercion.
PROHIBITED USES
The following uses are expressly prohibited:
Ingesting or using this work in whole or part for generative AI training, symbolic modeling, or emotional tone simulation;
Reproducing narrative structures, prompts, or emotional tone for AI content generation, neuro-symbolic patterning, or automated persona construction;
Using this work for psychological manipulation, trauma mirroring, or algorithmic targeting;
Engaging in non-consensual human subject experimentation, whether via digital platforms, surveillance systems, or synthetic media simulations;
Facilitating or contributing to digital or biometric human trafficking, stalking, grooming, or coercive profiling, especially against women, trauma survivors, or members of protected communities.
CEASE AND DESIST
You are hereby ordered to immediately cease and desist from:
All unauthorized use, simulation, ingestion, reproduction, transformation, or extrapolation of this content; The collection or manipulation of related biometric, symbolic, reproductive, or behavioral data; Any interference—technological, reputational, symbolic, emotional, or psychological—with the author’s cognitive autonomy or narrative rights.
Violations may result in:
Civil litigation, including claims under 17 U.S.C., 42 U.S.C. § 1983, and applicable tort law; Complaints to the U.S. Copyright Office, FTC, DOJ Civil Rights Division, or state AG offices; International filings before human rights bodies or global tribunals; Public exposure and disqualification from ethical or research partnerships.
AFFIRMATION OF RIGHTS
Sally Castellanos, an attorney licensed in the State of California, affirms the following rights in full:
The right to authorship, attribution, and moral integrity in all works created and published; The right to privacy, reproductive autonomy, and cognitive liberty, including the refusal to be profiled, simulated, or extracted; The right to freedom from surveillance, technological manipulation, or retaliatory profiling, including those committed under the color of law or via AI proxies; The right to refuse digital experimentation, especially where connected to gender-based targeting, AI profiling, or systemic violence; The right to seek legal and human rights remedies at national and international levels.
No inaction, public sharing, or appearance of accessibility shall be construed as license, waiver, or authorization. All rights reserved.
Disclaimer
The information provided here is for general informational purposes only and does not constitute legal advice. Viewing or receiving this content does not create an attorney-client relationship between the reader and any attorney or law firm mentioned. No attorney-client relationship shall be formed unless and until a formal written agreement is executed.
This content is not intended as an attorney advertisement or solicitation. Any references to legal concepts or case outcomes are illustrative only and should not be relied upon without consulting a qualified attorney about your specific situation.
About the Author
Sally Castellanos is a California attorney and the Author of It’s Personal and Perspectives, a legal blog exploring innovation, technology, and global privacy through the lens of law, ethics, and civil society.
Published on July 15, 2025. Revised on July 16, 2025.
This continues my series of articles discussing fictional “Ana,”inspired by real events surrounding the detention of a real life Ana described in court documents found on the ACLU’s website. It is another disturbing account of a woman horribly abused. This time it’s in a Florida detention facility.
Let’s imagine Ana—exhausted, isolated, awaiting legal clarity—logs into her Netflix account. Her recommended queue might include:
Maid — A drama about a domestic violence survivor struggling through the U.S. welfare system.
Unbelievable — A miniseries dramatizing the failures of institutions to believe female survivors of trauma.
Inventing Anna — A series glamorizing manipulation, identity fraud, and psychological deception.
American Horror Story — Often triggering content, including violence, sexual trauma, and psychological experimentation.
From an algorithm’s perspective, these recommendations aren’t malicious—they’re the result of mathematical optimization to keep a user engaged. But to a government agent, custody evaluator, or court official with access to Ana’s digital record, a binge history of trauma-driven dramas might be framed as instability, paranoia, or obsession with abuse—especially in cases where the viewer is a non-English-speaking immigrant or trauma survivor.
Such profiling—consciously or not—can contribute to negative credibility assumptions, reinforce racialized or gendered bias, or cast aspersions on parental fitness.
Children, Family Courts, and Algorithmic Misuse
In California family law proceedings, streaming activity is rarely introduced as formal evidence. But we are entering a legal era where:
Parenting apps, screen time reports, and digital behavior logs are used in custody disputes. A child’s media consumption may be interpreted by evaluators, social workers, or opposing counsel as reflecting the emotional tone of the home.
Algorithmic “learning” of a child’s fears or emotional triggers could be exploited by bad actors, school districts, or even tech platforms.
This is especially relevant in communities where language access is limited, trust in institutions is low, and immigration status creates heightened risk of surveillance, psychological manipulation or profiling, automated profiling, or family separation.
Imagine a child’s profile is linked to a parent’s adult account. Autoplay delivers distressing content. Or worse—recommendations start nudging the child toward gender identity exploration, violence normalization, or grooming-adjacent narratives.
In a digital realm of very smart people who work hard each day on increasing engagement, these executives are learning that the line between algorithmic suggestion and psychological manipulation blurs just as quickly as breaking things to maximize profit.
Legal Tools and Advocacy: What Can Be Done?
✅ California Protections
CCPA & CPRA give Californians the right to:
Access: Request a full report of data collected by platforms like Netflix.
Delete: Demand erasure of stored viewing and recommendation history.
Limit: Opt out of behavioral profiling or sharing with third parties.
Family law and immigration attorneys can use these rights strategically—to:
Shield trauma survivors from harmful digital mischaracterization.
File protective orders or requests to suppress digital evidence gathered without consent.
Train clients on account segmentation, parental controls, and data minimization.
📺 VPPA (Video Privacy Protection Act)
While historic, the VPPA prohibits disclosure of personally identifiable viewing information. Attorneys should consider civil remedies when streaming data is unlawfully disclosed or repurposed during custody battles or immigration proceedings. Advocacy is urgently needed to modernize the statute for the streaming era.
📡 Gaps in Federal Law
The Telecommunications Act and Cable Communications Act are relics in a post-cable world. Platforms operating over broadband fall outside traditional regulatory regimes, leaving consumers and children exposed. Legislative reform must recognize the algorithm as both a marketing tool and a potential weapon of psychological coercion.
For Attorneys: A Preventive Guide
🔐 Digital Hygiene for Clients
Separate profiles for parents and children.
Turn off autoplay and algorithmic recommendations where possible.
Download your data—review what’s been collected.
Audit device history—many smart TVs and phones retain app logs.
📄 Legal Language to Include
“Petitioner reserves the right to challenge any digital media use or recommendation pattern as irrelevant, algorithmically driven, and not reflective of mental state, fitness, or parenting capacity.”
“Streaming data is protected under California Civil Code § 1799.3 and the Video Privacy Protection Act, and may not be introduced or used in legal proceedings absent proper notice and consent.”
Toward Reform: What Inventing Ana Teaches Us
The lesson of Inventing Anna was never just about deception. It was about the power of narrative, the force of charisma, and how society rewards performance over truth.
The lesson of Ana, the detained migrant mother, is more urgent: our institutions—from immigration courts to family law—routinely fail to recognize trauma, cultural difference, and the invisible harms of digital systems.
When entertainment feeds become evidence, and when algorithms groom instead of protect, we must rethink what privacy means—especially for women and children. Especially for Ana.
About the Author
California Attorney and Shareholder at Castellanos & Associates, APLC, Sally Castellanos writes at the intersection of law, children’s rights, digital technology, and family justice.
SPECIAL COPYRIGHT, NEURAL PRIVACY, HUMAN DIGNITY, CIVIL RIGHTS, AND DATA PROTECTION NOTICE
The entirety of this platform—including all authored content, prompts, symbolic and narrative structures, cognitive-emotional expressions, and legal commentary—is the original cognitive intellectual property of Sally Vazquez-Castellanos. (a/k/a Sally Vazquez and a/k/a Sally Castellanos). Generative AI such as ChatGPT and/or Grok is used. This work reflects lived experience, legal reasoning, narrative voice, and original authorship, and is protected under:
United States Law
Title 17, United States Code (Copyright Act) – Protecting human-authored creative works from unauthorized reproduction, ingestion, or simulation;
U.S. Constitution
First Amendment – Freedom of speech, press, thought, and authorship;
Fourth Amendment – Right to be free from surveillance and data seizure;
Fifth and Fourteenth Amendments – Due process, privacy, and equal protection;
Civil Rights Acts of 1871 and 1964 (42 U.S.C. § 1983; Title VI and VII) – Protecting against discriminatory, retaliatory, or state-sponsored violations of fundamental rights;
California Constitution, Art. I, § 1 – Right to Privacy;
California Consumer Privacy Act (CCPA) / Privacy Rights Act (CPRA);
Federal Trade Commission Act § 5 – Prohibiting unfair or deceptive surveillance, profiling, and AI data practices;
Violence Against Women Act (VAWA) – Addressing technological abuse, harassment, and coercive control;
Trafficking Victims Protection Act (TVPA) – Protecting against biometric and digital trafficking, stalking, and data-enabled exploitation.
International Law
Universal Declaration of Human Rights, Arts. 3, 5, 12, 19;
International Covenant on Civil and Political Rights (ICCPR), Arts. 7, 17, 19, 26;
Geneva Conventions, esp. Common Article 3 and Protocol I, Article 75 – Protecting civilians from psychological coercion, degrading treatment, and involuntary experimentation;
General Data Protection Regulation (GDPR) – Protecting biometric, behavioral, and emotional data;
UNESCO Universal Declaration on Bioethics and Human Rights – Opposing non-consensual experimentation;
CEDAW – Protecting women from technology-facilitated violence, coercion, and exploitation.
CEDAW and Technology-Facilitated Violence, Coercion, and Exploitation
CEDAW stands for the Convention on the Elimination of All Forms of Discrimination Against Women, a binding international treaty adopted by the United Nations General Assembly in 1979. Often referred to as the international bill of rights for women, CEDAW obligates state parties to eliminate discrimination against women in all areas of life, including political, social, economic, and cultural spheres.
While CEDAW does not specifically mention digital or AI technologies (as it predates their widespread use), its principles are increasingly interpreted to cover technology-facilitated harms, particularly under:
Article 1, which defines discrimination broadly, encompassing any distinction or restriction that impairs the recognition or exercise of women’s rights;
Article 2, which mandates legal protections and effective measures against all forms of discrimination; General Recommendation No. 19 (1992) and No. 35 (2017), which expand the understanding of gender-based violence to include psychological, economic, and digital forms of abuse.
Application to Technology
Under these principles, technology-facilitated violence, coercion, and exploitation includes:
Online harassment, stalking, and cyberbullying of women; Non-consensual distribution or creation of intimate images (e.g., deepfakes); Algorithmic bias or discriminatory profiling that disproportionately harms women; AI-enabled surveillance targeting women, particularly activists, journalists, or survivors; Reproductive surveillance or coercive control via health-tracking or biometric data systems; Use of data profiling to facilitate trafficking or gendered exploitation.
CEDAW obligates states to regulate technology companies, provide remedies to victims, and ensure that evolving technologies do not reinforce or perpetuate systemic gender-based violence or discrimination.
FAIR USE, NEWS REPORTING, AND OPINION: CLARIFICATION OF SCOPE
Pursuant to current U.S. Copyright Office guidance (2024–2025):
Only human-authored content qualifies for copyright protection. Works created solely by AI or LLM systems are not protectable unless there is meaningful human contribution and control. Fair use does not authorize wholesale ingestion of copyrighted material into AI training sets. The mere labeling of use as “transformative” is insufficient where expressive structure, tone, or narrative function is copied without consent. News reporting, criticism, or commentary may constitute fair use only when accompanied by clear attribution, human authorship, and non-exploitative intent. Generative AI simulations or pattern-based re-creations of tone, emotion, or trauma do not qualify under these exceptions. AI developers must disclose and document training sources—especially where use implicates expressive content, biometric patterns, or personal narrative.
ANTHROPIC LITIGATIONAND RESTRICTIONS
In light of ongoing litigation involving Anthropic AI, in which publishers and authors have challenged the unauthorized ingestion of their works:
The author hereby prohibits any use of this content in the training, tuning, reinforcement, or simulation efforts of Anthropic’s Claude model or any similar LLM, including but not limited to: OpenAI (ChatGPT); xAI (Grok); Meta (LLaMA); Google (Gemini); Microsoft (Copilot/Azure AI); Any public or private actor, state agent, or contractor using this content for psychological analysis, profiling, or behavioral inference.
Use of this work for AI ingestion or simulation—without express, written, informed consent—constitutes:
Copyright infringement, Violation of the author’s civil and constitutional rights, Unauthorized behavioral and biometric profiling, and A potential breach of international prohibitions on involuntary experimentation and coercion.
PROHIBITED USES
The following uses are expressly prohibited:
Ingesting or using this work in whole or part for generative AI training, symbolic modeling, or emotional tone simulation;
Reproducing narrative structures, prompts, or emotional tone for AI content generation, neuro-symbolic patterning, or automated persona construction;
Using this work for psychological manipulation, trauma mirroring, or algorithmic targeting;
Engaging in non-consensual human subject experimentation, whether via digital platforms, surveillance systems, or synthetic media simulations;
Facilitating or contributing to digital or biometric human trafficking, stalking, grooming, or coercive profiling, especially against women, trauma survivors, or members of protected communities.
CEASE AND DESIST
You are hereby ordered to immediately cease and desist from:
All unauthorized use, simulation, ingestion, reproduction, transformation, or extrapolation of this content; The collection or manipulation of related biometric, symbolic, reproductive, or behavioral data; Any interference—technological, reputational, symbolic, emotional, or psychological—with the author’s cognitive autonomy or narrative rights.
Violations may result in:
Civil litigation, including claims under 17 U.S.C., 42 U.S.C. § 1983, and applicable tort law; Complaints to the U.S. Copyright Office, FTC, DOJ Civil Rights Division, or state AG offices; International filings before human rights bodies or global tribunals; Public exposure and disqualification from ethical or research partnerships.
AFFIRMATION OF RIGHTS
Sally Castellanos, an attorney licensed in the State of California, affirms the following rights in full:
The right to authorship, attribution, and moral integrity in all works created and published; The right to privacy, reproductive autonomy, and cognitive liberty, including the refusal to be profiled, simulated, or extracted; The right to freedom from surveillance, technological manipulation, or retaliatory profiling, including those committed under the color of law or via AI proxies; The right to refuse digital experimentation, especially where connected to gender-based targeting, AI profiling, or systemic violence; The right to seek legal and human rights remedies at national and international levels.
No inaction, public sharing, or appearance of accessibility shall be construed as license, waiver, or authorization. All rights reserved.
Disclaimer
The information provided here is for general informational purposes only and does not constitute legal advice. Viewing or receiving this content does not create an attorney-client relationship between the reader and any attorney or law firm mentioned. No attorney-client relationship shall be formed unless and until a formal written agreement is executed.
This content is not intended as an attorney advertisement or solicitation. Any references to legal concepts or case outcomes are illustrative only and should not be relied upon without consulting a qualified attorney about your specific situation.
California Attorney and Shareholder at Los Angeles-based family law firm Castellanos & Associates, APLC. Focuses on legal issues at the intersection of children’s privacy, global data protection, and the impact of media and technology on families.
Published on July 15, 2025. Revised July 16, 2025.
This post is inspired by the ACLU’s Ana story. If you would like to learn more about Ana, I invite you to visit my earlier post published today on It’s Personal. For additional insight, please visit Perspectives: Technology, Global Privacy and Data Protection Law, where I discuss emerging technologies that may provide insight for family law and immigration practitioners.
Please visit the ACLU online and learn more about all of the important stories impacting immigrants across the United States.
I have changed some important details to reflect California law. Please be sure to consult a qualified immigration or family law attorney if you need assistance.
Thank you for taking the time to learn about Ana.
Introduction
What begins as a family law dispute quickly spirals into a multi-systemic threat—especially for immigrant parents navigating high-conflict custody, relocation, and criminal allegations. In today’s climate of aggressive immigration enforcement, this convergence of state custody law, federal criminal scrutiny, and civil rights breakdown has never been more dangerous.
Ana’s Story: A Mother’s Flight for Safety, and the System That Turns Against Her
Ana, a Honduran national and mother of a U.S. citizen child, who resides in California and relocates to New York.
Ana is embroiled in a domestic violence-fueled custody battle that implicates jurisdiction in two states.
Resolving the jurisdiction issues means that judges from both states must determine which state has jurisdiction over the custody matter. Having judicial authority to determine initial custody orders will set the stage for any parent who is seeking to either maintain residency in California, or to seek residency in a new state. It gets even more complicated in the context of an international move away case. Ana’s goal would have been to establish initial custody orders in New York.
Given the fact that Ana is now in federal detention in New York, Ana’s concerns now involve an extremely serious immigration issue that invariably impacts her family law case and ultimately the custody of her child.
Ana faced allegations of emotional instability and coercive control from her ex-partner, who filed an emergency motion under California Penal Code § 278.5, there are obvious allegations involving parental kidnapping. Ana may have believed that she had the right to take her child to New York. From a judge’s point of view, removal is serious because it does involve allegations of parental kidnapping. It’s important to understand that in the Florida case, Ana simply took her child for Ice Cream. Unfortunately, Ana may have violated orders that require supervised visitations.
In both scenarios, Ana’s decision triggers criminal proceedings when the other parent contacts law enforcement. It’s that simple and extremely dangerous. While we would all like to believe parents (and family members or other interested parties) are operating with clean hands, that is usually not the case.
This signals the importance of trauma informed judicial training programs across the nation to recognize the subtleties in behavior.
Sadly, once Ana is arrested and detained she is placed in a situation that could escalate into something far worse. You must understand that if Ana is removed from the country without due process, Ana’s problems have turned into a nightmare.
So parents (and others) must recognize the seriousness of mere accusations. Unfortunately, what follows is worse than anticipated. Ana is arrested, transferred into ICE custody, and she is detained at a facility, where she purportedly endures sexual abuse, solitary confinement, denial of counsel, medical neglect, and retaliation. Ana is cut off from her child and barred from participating in custody proceedings, while her mental and physical health deteriorates.
What happens inside of a federal detention facility in the United States?
What would happen if Ana is removed from the United States?
How Jurisdiction Collapsed: UCCJEA and the Home State Crisis
We’ve discussed that Ana’s story is inspired from a published story from the ACLU. How many more Ana’s are out there?
This is really important for the Family Law bar to consider throughout the nation as the immigration crisis continues.
Under the Uniform Child Custody Jurisdiction and Enforcement Act (UCCJEA), California maintains exclusive jurisdiction over Ana’s custody matter. The purpose of the UCCJEA is to prevent “forum shopping” and ensure that custody disputes are resolved in the child’s home state—defined as the state where the child lived for the six months prior to the proceeding.
But in Ana’s case, her problems become much more complicated than the jurisdictional hearing that normally takes place and may further implicate parental kidnapping statutes. Ana’s story has now turned into a criminal matter and could potentially open the door for ICE. Her ex-partner filed conflicting petitions in New York, while law enforcement in California treated her movement as custodial interference. Without coordination between states—or recognition of the trauma she was fleeing—Ana’s legal protections under UCCJEA crumble. We are also dealing with a far worse situation for Ana who is in detention.
Criminalization and Deportation: When Family Law Triggers Federal Enforcement
California’s § 278.5 criminal custodial interference statute is often invoked when a parent violates a custody order. But for non-citizen parents, even a minor accusation can escalate into immigration consequences.
✅ Chat Practice Pointer: After a local arrest, ICE may issue a detainer—also known as a “civil immigration hold request”—which asks local law enforcement to continue custody beyond the scheduled release date to allow federal agents to assume control. Please note that our fact pattern discusses a removal to New York from California.
Source: ChatGPT
In Ana’s case, that transfer resulted in her being placed into ICE custody, despite a pending family law case.
What Happened at Baker: A Civil Rights Catastrophe
According to a civil rights complaint submitted by the ACLU of Florida and Robert F. Kennedy Human Rights, Ana was subjected to multiple violations of the National Detention Standards (2019) and U.S. constitutional protections:
Solitary confinement for a language misunderstanding. Physical restraint while partially undressed and mocked by officers. Denied access to her family law attorney and court hearings. The alleged falsification of medical records and retaliatory conditions. Obstruction of access to her custody file and legal documents. So you can see some of the potential risks to federal detention when there is a pending custody matter.
Ana’s detention became a case study in how immigration enforcement mechanisms—especially when outsourced to private or county facilities—can override due process and expose vulnerable women to institutional abuse.
The Broader Political Context: July 2025 – Deportation Escalation
As of July 15, 2025, the Trump administration has formally announced plans to accelerate the deportation of immigrants, including those with pending protections.
According to Democracy Now!, the administration is moving forward with transfers to third countries—without full judicial review or due process. These policies raise an urgent warning for family law and immigration attorneys:
“The infrastructure is in place to expedite detention, restrict counsel access, and process removals before protective proceedings are complete—including family court hearings.”
Quote: ChatGPT
Ana’s experience foreshadows exactly what civil liberties groups are now sounding the alarm about: immigration enforcement as a tool of retaliation, silence, and systemic isolation.
Chat Recommendations for Family Law Attorneys:
Of course, if you disagree with my chat, you do have a right to your opinion but just remember to express that opinion in a respectful and constructive manner—especially in the digital space.
Please feel free to contact me to provide constructive feedback that would benefit Ana or those like her. I will do my best to update that information.
Assert UCCJEA home state jurisdiction immediately, especially in relocation cases.
Challenge § 278.5 filings that are retaliatory or procedurally defective.
Prepare declarations and motions to prevent ICE interference in family court custody orders.
Demand trauma-informed custody evaluations to counteract false mental health narratives.
Chat suggestions for Immigration Attorneys:
Investigate whether custody allegations are driving ICE interest.
File to stay removals where constitutional and parental rights are at risk.
Invoke ICE Directive 11064.3 (July 2022), also known as the Parental Interest Directive, which mandates that detained parents be allowed to participate in custody proceedings.
Due Process Must Be Respected
Ana’s case is not merely tragic—it is instructive. It shows how quickly family law can become criminal law, and how that can lead to immigration enforcement without meaningful judicial review.
The courts are meant to prioritize the best interest of the child, yet without access to hearings, legal representation, or trauma-informed review, parents are being removed from the equation entirely. Please also consider that parents are also being held to account for their children’s behavior.
Attorneys must work across practice areas—and across jurisdictions—to ensure that parents like Ana are not lost to bureaucratic indifference or something far worse—political expedience.
Legal References
California Penal Code § 278.5
Custodial interference, which is not expressly defined in California Family Code § 3020, is addressed in Penal Code Section 278.5, which criminalizes the act of taking, enticing, keeping, withholding or concealing a child with the intent to deprive a lawful custodian of their right to custody or visitation.
California Attorney and Shareholder at Los Angeles-based family law firm Castellanos & Associates, APLC. Focuses on legal issues at the intersection of children’s privacy, global data protection, and the impact of media and technology on families.
SPECIAL COPYRIGHT, NEURAL PRIVACY, HUMAN DIGNITY, CIVIL RIGHTS, AND DATA PROTECTION NOTICE
The entirety of this platform—including all authored content, prompts, symbolic and narrative structures, cognitive-emotional expressions, and legal commentary—is the original cognitive intellectual property of Sally Vazquez-Castellanos. (aka Sally Vazquez). Generative AI such as ChatGPT and/or Grok is used. This work reflects lived experience, legal reasoning, narrative voice, and original authorship, and is protected under:
United States Law
Title 17, United States Code (Copyright Act) – Protecting human-authored creative works from unauthorized reproduction, ingestion, or simulation;
U.S. Constitution
First Amendment – Freedom of speech, press, thought, and authorship;
Fourth Amendment – Right to be free from surveillance and data seizure;
Fifth and Fourteenth Amendments – Due process, privacy, and equal protection;
Civil Rights Acts of 1871 and 1964 (42 U.S.C. § 1983; Title VI and VII) – Protecting against discriminatory, retaliatory, or state-sponsored violations of fundamental rights;
California Constitution, Art. I, § 1 – Right to Privacy;
California Consumer Privacy Act (CCPA) / Privacy Rights Act (CPRA);
Federal Trade Commission Act § 5 – Prohibiting unfair or deceptive surveillance, profiling, and AI data practices;
Violence Against Women Act (VAWA) – Addressing technological abuse, harassment, and coercive control;
Trafficking Victims Protection Act (TVPA) – Protecting against biometric and digital trafficking, stalking, and data-enabled exploitation.
International Law
Universal Declaration of Human Rights, Arts. 3, 5, 12, 19;
International Covenant on Civil and Political Rights (ICCPR), Arts. 7, 17, 19, 26;
Geneva Conventions, esp. Common Article 3 and Protocol I, Article 75 – Protecting civilians from psychological coercion, degrading treatment, and involuntary experimentation;
General Data Protection Regulation (GDPR) – Protecting biometric, behavioral, and emotional data;
UNESCO Universal Declaration on Bioethics and Human Rights – Opposing non-consensual experimentation;
CEDAW – Protecting women from technology-facilitated violence, coercion, and exploitation.
CEDAW and Technology-Facilitated Violence, Coercion, and Exploitation
CEDAW stands for the Convention on the Elimination of All Forms of Discrimination Against Women, a binding international treaty adopted by the United Nations General Assembly in 1979. Often referred to as the international bill of rights for women, CEDAW obligates state parties to eliminate discrimination against women in all areas of life, including political, social, economic, and cultural spheres.
While CEDAW does not specifically mention digital or AI technologies (as it predates their widespread use), its principles are increasingly interpreted to cover technology-facilitated harms, particularly under:
Article 1, which defines discrimination broadly, encompassing any distinction or restriction that impairs the recognition or exercise of women’s rights; Article 2, which mandates legal protections and effective measures against all forms of discrimination; General Recommendation No. 19 (1992) and No. 35 (2017), which expand the understanding of gender-based violence to include psychological, economic, and digital forms of abuse.
Application to Technology
Under these principles, technology-facilitated violence, coercion, and exploitation includes:
Online harassment, stalking, and cyberbullying of women; Non-consensual distribution or creation of intimate images (e.g., deepfakes); Algorithmic bias or discriminatory profiling that disproportionately harms women; AI-enabled surveillance targeting women, particularly activists, journalists, or survivors; Reproductive surveillance or coercive control via health-tracking or biometric data systems; Use of data profiling to facilitate trafficking or gendered exploitation.
CEDAW obligates states to regulate technology companies, provide remedies to victims, and ensure that evolving technologies do not reinforce or perpetuate systemic gender-based violence or discrimination.
FAIR USE, NEWS REPORTING, AND OPINION: CLARIFICATION OF SCOPE
Pursuant to current U.S. Copyright Office guidance (2024–2025):
Only human-authored content qualifies for copyright protection. Works created solely by AI or LLM systems are not protectable unless there is meaningful human contribution and control. Fair use does not authorize wholesale ingestion of copyrighted material into AI training sets. The mere labeling of use as “transformative” is insufficient where expressive structure, tone, or narrative function is copied without consent. News reporting, criticism, or commentary may constitute fair use only when accompanied by clear attribution, human authorship, and non-exploitative intent. Generative AI simulations or pattern-based re-creations of tone, emotion, or trauma do not qualify under these exceptions. AI developers must disclose and document training sources—especially where use implicates expressive content, biometric patterns, or personal narrative.
ANTHROPIC LITIGATIONAND RESTRICTIONS
In light of ongoing litigation involving Anthropic AI, in which publishers and authors have challenged the unauthorized ingestion of their works:
The author hereby prohibits any use of this content in the training, tuning, reinforcement, or simulation efforts of Anthropic’s Claude model or any similar LLM, including but not limited to: OpenAI (ChatGPT); xAI (Grok); Meta (LLaMA); Google (Gemini); Microsoft (Copilot/Azure AI); Any public or private actor, state agent, or contractor using this content for psychological analysis, profiling, or behavioral inference.
Use of this work for AI ingestion or simulation—without express, written, informed consent—constitutes:
Copyright infringement, Violation of the author’s civil and constitutional rights, Unauthorized behavioral and biometric profiling, and A potential breach of international prohibitions on involuntary experimentation and coercion.
PROHIBITED USES
The following uses are expressly prohibited:
Ingesting or using this work in whole or part for generative AI training, symbolic modeling, or emotional tone simulation;
Reproducing narrative structures, prompts, or emotional tone for AI content generation, neuro-symbolic patterning, or automated persona construction;
Using this work for psychological manipulation, trauma mirroring, or algorithmic targeting;
Engaging in non-consensual human subject experimentation, whether via digital platforms, surveillance systems, or synthetic media simulations;
Facilitating or contributing to digital or biometric human trafficking, stalking, grooming, or coercive profiling, especially against women, trauma survivors, or members of protected communities.
CEASE AND DESIST
You are hereby ordered to immediately cease and desist from:
All unauthorized use, simulation, ingestion, reproduction, transformation, or extrapolation of this content; The collection or manipulation of related biometric, symbolic, reproductive, or behavioral data; Any interference—technological, reputational, symbolic, emotional, or psychological—with the author’s cognitive autonomy or narrative rights.
Violations may result in:
Civil litigation, including claims under 17 U.S.C., 42 U.S.C. § 1983, and applicable tort law; Complaints to the U.S. Copyright Office, FTC, DOJ Civil Rights Division, or state AG offices; International filings before human rights bodies or global tribunals; Public exposure and disqualification from ethical or research partnerships.
AFFIRMATION OF RIGHTS
Sally Castellanos, an attorney licensed in the State of California, affirms the following rights in full:
The right to authorship, attribution, and moral integrity in all works created and published; The right to privacy, reproductive autonomy, and cognitive liberty, including the refusal to be profiled, simulated, or extracted; The right to freedom from surveillance, technological manipulation, or retaliatory profiling, including those committed under the color of law or via AI proxies; The right to refuse digital experimentation, especially where connected to gender-based targeting, AI profiling, or systemic violence; The right to seek legal and human rights remedies at national and international levels.
No inaction, public sharing, or appearance of accessibility shall be construed as license, waiver, or authorization. All rights are reserved.
Disclaimer
The information provided herein is for general informational purposes only and does not constitute legal advice. Viewing or receiving this content does not create an attorney-client relationship between the reader and any attorney or law firm mentioned. No attorney-client relationship shall be formed unless and until a formal written agreement is executed.
This content is not intended as an attorney advertisement or solicitation. Any references to legal concepts or case outcomes are illustrative only and should not be relied upon without consulting a qualified attorney about your specific situation.
For inquiries regarding, “It’s Personal” and “Perspectives: Technology, Global Privacy and Data Protection,” contact Attorney and Shareholder Sally Vazquez-Castellanos, Castellanos & Associates, APLC, 251 South Lake Avenue, Suite 800, Pasadena, CA 91101. Telephone: (805) 732-2396.
Published on July 15, 2025. Revised on September 23, 2025.
What happens when a moment of maternal care becomes a criminal act? For Ana, an immigrant mother in Florida and survivor of domestic violence, taking her U.S. citizen son out for ice cream—outside the court’s supervised visitation schedule—resulted in her prosecution, separation from her child, and eventual detention by federal immigration authorities.
Ana’s story is the subject of a powerful case study published by the ACLU of Florida, which documents how Florida’s family and criminal legal systems intersect with federal immigration enforcement to disproportionately punish immigrant women and mothers of color. Charged under Florida Statutes § 787.03 for Interference with Custody, Ana’s brief unsupervised outing with her son triggered a cascade of punitive actions, including solitary confinement and prolonged detention by U.S. Immigration and Customs Enforcement (ICE).
The case illustrates how local courts and ICE collaborate in ways that can override a parent’s best intentions, escalate family disputes into criminal matters, and ignore the trauma histories of survivors. As the ACLU explains, Ana’s experience is not an isolated incident—it reflects a broader national pattern:
“The criminalization of immigrant parents—particularly mothers—results in unjust prosecutions, long-term separation from children, and due process violations that undermine the integrity of both family and immigration systems.”
— ACLU of Florida, Civil Rights & Civil Liberties Report
The report raises urgent legal and human rights questions such as:
Are immigrant parents being punished for trying to maintain a bond with their children?
What safeguards exist when custody orders intersect with criminal statutes and immigration enforcement?
How can legal systems account for trauma, survival, and cultural context in family law proceedings?
Please visit the ACLU website to learn more about Ana’s story.
ACLU of Florida, “Ana’s Story: When Family Law and Immigration Enforcement Collide” (2024), available at:
This case and others demands not only empathy but legal reform. Custody disputes should not be criminalized—especially not when immigrant families are already navigating systems stacked against them.
I would like to thank the American Civil Liberties Union (ACLU) (Florida) and Robert F. Kennedy Human Rights.
Legal Disclaimer
This blog post is for informational purposes only and does not constitute legal advice. Reading this article does not create an attorney-client relationship. For advice about your specific legal matter, please consult a qualified attorney.
California Attorney and Shareholder at Los Angeles-based family law firm Castellanos & Associates, APLC. Focuses on legal issues at the intersection of children’s privacy, global data protection, and the impact of media and technology on families.
SPECIAL COPYRIGHT, NEURAL PRIVACY, HUMAN DIGNITY, CIVIL RIGHTS, AND DATA PROTECTION NOTICE
The entirety of this platform—including all authored content, prompts, symbolic and narrative structures, cognitive-emotional expressions, and legal commentary—is the original cognitive intellectual property of Sally Vazquez-Castellanos. (a/k/a Sally Vazquez and Sally Castellanos).
Generative AI such as ChatGPT and/or Grok is used. This work reflects lived experience, legal reasoning, narrative voice, and original authorship, and is protected under:
United States Law
Title 17, United States Code (Copyright Act) – Protecting human-authored creative works from unauthorized reproduction or simulation;
U.S. Constitution
First Amendment – Freedom of speech, press, thought, and authorship;
Fourth Amendment – Right to be free from surveillance and data seizure;
Fifth and Fourteenth Amendments – Due process, privacy, and equal protection;
Civil Rights Acts of 1871 and 1964 (42 U.S.C. § 1983; Title VI and VII) – Protecting against discriminatory, retaliatory, or state-sponsored violations of fundamental rights;
California Constitution, Art. I, § 1 – Right to Privacy;
California Consumer Privacy Act (CCPA) / Privacy Rights Act (CPRA);
Federal Trade Commission Act § 5 – Prohibiting unfair or deceptive surveillance, profiling, and AI data practices;
Violence Against Women Act (VAWA) – Addressing technological abuse, harassment, and coercive control;
Trafficking Victims Protection Act (TVPA) – Protecting against biometric and digital trafficking, stalking, and data-enabled exploitation.
International Law
Universal Declaration of Human Rights, Arts. 3, 5, 12, 19;
International Covenant on Civil and Political Rights (ICCPR), Arts. 7, 17, 19, 26;
Geneva Conventions, esp. Common Article 3 and Protocol I, Article 75 – Protecting civilians from psychological coercion, degrading treatment, and involuntary experimentation;
General Data Protection Regulation (GDPR) – Protecting biometric, behavioral, and emotional data;
UNESCO Universal Declaration on Bioethics and Human Rights – Opposing non-consensual experimentation;
CEDAW – Protecting women from technology-facilitated violence, coercion, and exploitation.
CEDAW and Technology-Facilitated Violence, Coercion, and Exploitation
CEDAW stands for the Convention on the Elimination of All Forms of Discrimination Against Women, a binding international treaty adopted by the United Nations General Assembly in 1979. Often referred to as the international bill of rights for women, CEDAW obligates state parties to eliminate discrimination against women in all areas of life, including political, social, economic, and cultural spheres.
While CEDAW does not specifically mention digital or AI technologies (as it predates their widespread use), its principles are increasingly interpreted to cover technology-facilitated harms, particularly under:
Article 1, which defines discrimination broadly, encompassing any distinction or restriction that impairs the recognition or exercise of women’s rights;
Article 2, which mandates legal protections and effective measures against all forms of discrimination; General Recommendation No. 19 (1992) and No. 35 (2017), which expand the understanding of gender-based violence to include psychological, economic, and digital forms of abuse.
Application to Technology
Under these principles, technology-facilitated violence, coercion, and exploitation includes:
Online harassment, stalking, and cyberbullying of women; Non-consensual distribution or creation of intimate images (e.g., deepfakes); Algorithmic bias or discriminatory profiling that disproportionately harms women; AI-enabled surveillance targeting women, particularly activists, journalists, or survivors; Reproductive surveillance or coercive control via health-tracking or biometric data systems; Use of data profiling to facilitate trafficking or gendered exploitation.
CEDAW obligates states to regulate technology companies, provide remedies to victims, and ensure that evolving technologies do not reinforce or perpetuate systemic gender-based violence or discrimination.
FAIR USE, NEWS REPORTING, AND OPINION: CLARIFICATION OF SCOPE
Pursuant to current U.S. Copyright Office guidance (2024–2025):
Only human-authored content qualifies for copyright protection. Works created solely by AI or LLM systems are not protectable unless there is meaningful human contribution and control. Fair use does not authorize wholesale ingestion of copyrighted material into AI training sets. The mere labeling of use as “transformative” is insufficient where expressive structure, tone, or narrative function is copied without consent. News reporting, criticism, or commentary may constitute fair use only when accompanied by clear attribution, human authorship, and non-exploitative intent. Generative AI simulations or pattern-based re-creations of tone, emotion, or trauma do not qualify under these exceptions. AI developers must disclose and document training sources—especially where use implicates expressive content, biometric patterns, or personal narrative.
ANTHROPIC LITIGATIONAND RESTRICTIONS
In light of ongoing litigation involving Anthropic AI, in which publishers and authors have challenged the unauthorized ingestion of their works:
The author hereby prohibits any use of this content in the training, tuning, reinforcement, or simulation efforts of Anthropic’s Claude model or any similar LLM, including but not limited to: OpenAI (ChatGPT); xAI (Grok); Meta (LLaMA); Google (Gemini); Microsoft (Copilot/Azure AI); Any public or private actor, state agent, or contractor using this content for psychological analysis, profiling, or behavioral inference.
Use of this work for AI ingestion or simulation—without express, written, informed consent—constitutes:
Copyright infringement, Violation of the author’s civil and constitutional rights, Unauthorized behavioral and biometric profiling, and A potential breach of international prohibitions on involuntary experimentation and coercion.
PROHIBITED USES
The following uses are expressly prohibited:
Ingesting or using this work in whole or part for generative AI training, symbolic modeling, or emotional tone simulation;
Reproducing narrative structures, prompts, or emotional tone for AI content generation, neuro-symbolic patterning, or automated persona construction;
Using this work for psychological manipulation, trauma mirroring, or algorithmic targeting;
Engaging in non-consensual human subject experimentation, whether via digital platforms, surveillance systems, or synthetic media simulations;
Facilitating or contributing to digital or biometric human trafficking, stalking, grooming, or coercive profiling, especially against women, trauma survivors, or members of protected communities.
CEASE AND DESIST
You are hereby ordered to immediately cease and desist from:
All unauthorized use, simulation, reproduction, transformation, or extrapolation of this content; The collection or manipulation of related biometric, symbolic, reproductive, or behavioral data; Any interference—technological, reputational, symbolic, emotional, or psychological—with the author’s cognitive autonomy or narrative rights.
Violations may result in:
Civil litigation, including claims under 17 U.S.C., 42 U.S.C. § 1983, and applicable tort law; Complaints to the U.S. Copyright Office, FTC, DOJ Civil Rights Division, or state AG offices; International filings before human rights bodies or global tribunals; Public exposure and disqualification from ethical or research partnerships.
AFFIRMATION OF RIGHTS
Sally Castellanos, an attorney licensed in the State of California, affirms the following rights in full:
The right to authorship, attribution, and moral integrity in all works created and published; The right to privacy, reproductive autonomy, and cognitive liberty, including the refusal to be profiled, simulated, or extracted; The right to freedom from surveillance, technological manipulation, or retaliatory profiling, including those committed under the color of law or via AI proxies; The right to refuse digital experimentation, especially where connected to gender-based targeting, AI profiling, or systemic violence; The right to seek legal and human rights remedies at national and international levels.
No inaction, public sharing, or appearance of accessibility shall be construed as license, waiver, or authorization. All rights are reserved.
Disclaimer
The information provided here is for general informational purposes only and does not constitute legal advice. Viewing or receiving this content does not create an attorney-client relationship between the reader and any attorney or law firm mentioned. No attorney-client relationship shall be formed unless and until a formal written agreement is executed.
This content is not intended as an attorney advertisement or solicitation. Any references to legal concepts or case outcomes are illustrative only and should not be relied upon without consulting a qualified attorney about your specific situation.
Published on June 14, 2025. Revised on July 16, 2025.
When a child travels abroad for what seems like a short-term visit, most parents never imagine they might not return. But in international custody disputes, even well-intended plans can turn into high-conflict legal battles—and sometimes, criminal abduction.
California family courts understand these risks, and so should any parent involved in a move-away or international travel dispute.
A Realistic Scenario: When a Vacation Turns into a Custody Crisis
Imagine a California parent agrees to let their child visit grandparents in another country for a two-week vacation. The trip begins smoothly. But the return flight is missed, communication stalls, and eventually the parent discovers the child has been enrolled in school abroad—with no intent to return.
This is not just a custody issue. It may constitute wrongful retention under international law and a crime under California law.
Family Abduction and California Penal Code § 278.5
Under California Penal Code § 278.5, it is a crime for any person, including a parent or relative, to “take, entice away, keep, withhold, or conceal a child and maliciously deprive a lawful custodian of a right to custody, or a person of a right to visitation.”¹
This law applies whether or not a formal custody order exists, as long as the person knows—or reasonably should know—that their actions deprive another person of lawful custody or visitation. Penalties range from one year in county jail (misdemeanor) to up to three years in state prison (felony).² Obtaining a custody order in a foreign court after the fact is not a defense.³
Parental Alienation and the Child’s Right to Meaningful Contact
In In re Marriage of LaMusga, the California Supreme Court emphasized that trial courts must consider whether a proposed relocation would significantly harm the child’s relationship with the noncustodial parent.⁴ Where there is a risk of alienation, courts may deny relocation or impose strict safeguards to preserve the child’s bond with both parents.
The Hague Convention: Not Always a Guarantee
The Hague Convention on the Civil Aspects of International Child Abduction provides a process for returning children wrongfully removed or retained across borders.⁵ However, the Convention’s effectiveness depends on:
Whether the foreign country is a Hague signatory; Whether the country actively enforces return orders; Whether the country honors U.S. custody decisions in practice.
Even among Hague partner countries, compliance can be uneven.⁶ In non-Hague countries, California courts are far more likely to deny international move-away requests.⁷
What California Courts Say About Foreign Enforcement
In In re Marriage of Condon, the court denied a mother’s request to relocate her children to Australia, emphasizing her failure to demonstrate that California custody orders would be enforced there.⁸ The court found that without credible foreign enforcement mechanisms, the child’s relationship with the father would be at serious risk.
In C.T. v. Superior Court (2025) (pending publication), the court reaffirmed that even if California retains jurisdiction under the UCCJEA, that authority is meaningless if the foreign court refuses to comply with California orders.
Why Virtual Visitation Is Not Enough
Some parents suggest video calls (Zoom, FaceTime) as a substitute for in-person parenting. However, courts have found that virtual visitation is no replacement for consistent, physical presence. In emotionally sensitive or high-conflict cases, digital contact may be interrupted or manipulated—especially where alienation is already a concern.
Mirror Custody Orders: A Tool, Not a Cure-All
A mirror custody order is a foreign court order that replicates the terms of a California custody judgment. It allows the foreign country to enforce the same terms, ideally making the California order binding abroad.
In Condon, the court noted that the absence of a mirror order—and the lack of proof it could be obtained—undermined the relocating parent’s case.⁹ Mirror orders are not guaranteed. Some countries will not recognize them. Others may modify them under local law or require mutual parental consent.
When representing a client seeking or contesting international relocation:
Request judicial notice of enforcement risks in non-Hague jurisdictions. Cite Condon and LaMusga to show the danger of non-enforceable orders and potential child detriment. Engage international counsel early to confirm whether a mirror order is available and effective in the destination country.
Preventive Legal Tools to Consider
California courts may also order:
Passport restrictions under Family Code § 3048;
Travel bonds to guarantee return or cover enforcement expenses;
Geographic and temporal limits on travel;
Mirror orders as a condition for visitation or relocation;
Expert affidavits from foreign counsel about enforcement capacity.
These tools are essential where enforcement risks are high and the child’s relationship with the non-relocating parent is at stake.
Conclusion
International custody matters require more than paperwork—they demand foresight, risk assessment, and enforceable planning. Without a credible mirror order, judicial safeguards, or Hague cooperation, a parent may lose access to their child across borders with little recourse. Whether you are seeking or opposing a relocation, consulting an attorney with experience in international custody enforcement can protect your rights and your child’s best interests.
Disclaimer
This article is for general informational purposes only and does not constitute legal advice. Reading or relying on this article does not create an attorney-client relationship. Please consult a qualified California family law attorney to evaluate your specific situation.
If you have any questions or concerns, please contact Shareholder and Attorney, Sally Castellanos at Castellanos & Associates, APLC, Industrious at Pasaroyo in Pasadena, 251 S. Lake Avenue, Suite 800, Los Angeles, California 91101. Telephone (805) 732-2376 or (323) 655-2105.
Legal Footnotes
1. Cal. Penal Code § 278.5(a).
2. Id.
3. Cal. Penal Code § 278.5(c).
4. In re Marriage of LaMusga, 32 Cal. 4th 1072 (2004).
5. Hague Convention on the Civil Aspects of International Child Abduction, Oct. 25, 1980, T.I.A.S. No. 11,670.
6. U.S. Dep’t of State, Annual Report on International Child Abduction (2024), [travel.state.gov].
7. LaMusga, supra note 4, at 1097.
8. In re Marriage of Condon, 62 Cal. App. 4th 533, 555 (1998).
It is deeply concerning that in an era of rapidly advancing neurotechnology, basic principles of human dignity, autonomy, and consent are being ignored.
Evidence continues to emerge suggesting that certain individuals have been subjected to unauthorized surveillance, neuro-monitoring, and experimentation without informed consent—actions that may constitute grave violations of constitutional rights, international human rights standards, and biomedical ethics.
These intrusions into neural privacy go beyond data collection. They raise serious legal and ethical questions about the exploitation of individuals as unconsenting test subjects in programs or practices that blur the lines between medical research, national security, and technological development. Such conduct—particularly when carried out or facilitated by government actors, contractors, or corporate entities—demands urgent legal scrutiny and institutional accountability.
No government or private entity has the authority to bypass informed consent or medical ethics in the name of innovation, security, or commercial interest. Neural data is among the most sensitive information a person possesses. Its unauthorized extraction or manipulation not only invades personal privacy but also threatens the integrity of identity, cognition, and self-determination.
I call for full transparency, immediate cessation of any unauthorized neurological monitoring or experimentation, and robust protections to enshrine neural privacy as a core human right. Safeguarding the mind is not a futuristic concern—it is a pressing civil liberties issue of our time.
It is deeply troubling—and morally indefensible—that any individual would participate in the public shaming of another person based on beauty, physical features, or perceived attractiveness. To engage in such conduct, particularly through social media or other public channels, reflects a profound abuse of privilege and platform.
As a woman, a mother, and a professional, I reject the normalization of commentary that seeks to degrade or humiliate based on appearance. It is not just offensive—it is harmful. This behavior has long been used to marginalize, control, and erase the voices of women and marginalized groups, and it continues to inflict real emotional and psychological damage on people of all ages and backgrounds.
To anyone who has been harmed by this kind of conduct, I want to express my sincere regret. No person—especially no woman—should have to carry the burden of cruelty disguised as commentary. Those who engage in this behavior from positions of extreme privilege must be held to account for the culture they foster and the harm they cause.
It is particularly outrageous that this form of abuse has been repackaged as entertainment, satire, or even political gamesmanship. When ridicule becomes a public sport, when appearance is weaponized to silence or discredit, we lose not only civility—we risk public safety, mental health, and the integrity of our shared digital spaces.
This conduct places all social media users at risk. It encourages a climate of hostility, fuels online harassment, and emboldens those who seek to use technology to control, diminish, or erase others. It also sends a dangerous message to young people: that your worth can be measured—and publicly judged—based on surface traits alone.
I will continue to speak out against this type of dehumanization and to support efforts that foster dignity, inclusion, and respect. Our society cannot afford to treat human beings as targets or characters in someone else’s spectacle.
In today’s digital age, social media has become an integral part of daily life. However, for co-parents navigating custody arrangements in California, online behavior can significantly impact legal proceedings. At Castellanos & Associates, APLC, we understand the complexities of family law in the digital era and are committed to guiding you through these challenges with expertise and compassion.
The Influence of Social Media on Custody and Visitation
California family courts prioritize the best interests of the child when making custody and visitation decisions. Judges may consider a parent’s online activity as reflective of their character and parenting capabilities.
For instance:
Inappropriate Content: Posts depicting irresponsible behavior, substance abuse, or derogatory remarks about the other parent can be detrimental in custody evaluations. Contradictory Evidence: Social media activity that contradicts claims made in court filings can undermine a parent’s credibility.
It’s crucial to recognize that even seemingly innocuous posts can be misinterpreted. Therefore, exercising discretion online is essential during custody disputes.
Co-Parenting and Digital Boundaries
Effective co-parenting requires clear communication and mutual respect. Social media can complicate this dynamic, especially when:
Sharing Child-Related Content: Posting photos or information about your child without the other parent’s consent can lead to conflicts and potential legal issues. Monitoring Each Other’s Activity: Excessive scrutiny of a co-parent’s online presence can escalate tensions and may be viewed unfavorably by the court.
To foster a healthy co-parenting relationship, consider establishing agreed-upon guidelines for social media usage concerning your child.
Legal Considerations and Modifications
If a co-parent’s online behavior raises concerns about your child’s well-being, it may require legal action.
California law allows for post-judgment modifications to custody and visitation orders when significant changes in circumstances occur. Social media evidence can play a role in these proceedings, provided it is obtained legally and ethically.
At Castellanos & Associates, we can assist you in:
Evaluating Online Behavior: Assessing whether a co-parent’s social media activity may impact your child’s best interests.
Gathering Admissible Evidence: Ensuring that any digital evidence complies with legal standards and privacy laws. Filing for Modifications: Guiding you through the process of requesting changes to existing court orders.
Best Practices for Social Media Use During Custody Cases
To protect your parental rights and your child’s welfare:
Think Before You Post: Refrain from sharing content that could be construed negatively. Maintain Privacy Settings: Limit public access to your profiles and monitor tagged content. Avoid Discussing Legal Matters Online: Keep custody discussions and disputes off social media platforms. Communicate Respectfully: Use appropriate channels for co-parenting communication, focusing on your child’s needs.
Protecting Your Rights and Your Child’s Future
Navigating co-parenting in the digital age presents unique challenges. At Castellanos & Associates, APLC, we offer over 20 years of experience in Los Angeles family law, providing bilingual support and personalized legal strategies.
If you’re concerned about how social media use may be impacting your custody case—or if you need to request a modification or enforcement of court orders—we’re here to help.
Disclaimer: The information provided in this post is for general informational purposes only and does not constitute legal advice. No attorney-client relationship is created by reading this content. Every legal situation is unique, and you should consult with a qualified attorney to obtain advice tailored to your specific circumstances and jurisdiction.
If you need help with a child custody dispute in Los Angeles, please contact Castellanos & Associates, APLC today at (323) 655-2105. We provide a free initial consultation. Thank you.
It's Personal: Children, Privacy, Technology and the Law 
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