Who she is
Affiliation: Robinson O. Everett Distinguished Professor of Law & Philosophy, Duke Law School; Founding Director, Duke Science & Society; Faculty Chair, Duke MA in Bioethics & Science Policy; principal investigator of the Cognitive Futures Lab and the SLAP Lab at Duke (Duke bio; ALI profile). Role check run 2026-09-21: the Duke title is unchanged (Duke Today, 2026-01-23; Duke Today, 2026-06-15) — but the June-2026 v1 review missed four hats she wears outside Duke: Co-chair of the UNESCO Ad Hoc Expert Group on the Ethics of Neurotechnology (24 experts; the Recommendation it drafted was adopted by UNESCO's General Conference of 194 member states on 2025-11-11 — UNESCO, 2025-11-05; member list); Chair of the Uniform Law Commission Study Committee on Mental Privacy, Cognitive Biometrics and Neural Data (the body that drafts model laws for US states — her site; the ULC committee page exists but displayed no roster when fetched); Co-chair of the World Economic Forum Global Future Council on Neurotechnology, paired with Tom Oxley, CEO of the brain-implant company Synchron (her lab's page); and Reporter for the joint American Law Institute / European Law Institute Principles of Biometrics (her site). Also: NC delegate to the Uniform Law Commission (appointed 2022), National Advisory Council of NINDS, ELSI adviser to the NIH BRAIN Initiative and to DARPA, co-founder/co-editor of the Journal of Law and the Biosciences, Board of Advisors of Scientific American, elected ALI member, past President of the International Neuroethics Society, and "scientific and ethics advisory boards for corporations" — none named on any bio fetched (Duke, own site, ALI, NACD). Former: Commissioner, U.S. Presidential Commission for the Study of Bioethical Issues (appointed by President Obama, 2010–2017 — Duke bio). Degrees: AB genetics (Dartmouth), ALM biology (Harvard), JD, MA and PhD in philosophy (Duke); clerked for Judge Judith Rogers, D.C. Circuit (2004–05).
Books and platform: The Battle for Your Brain: Defending the Right to Think Freely in the Age of Neurotechnology (St. Martin's Press, 2023). Forthcoming: Cognitive Extinction: Saving Human Thought While We Still Can (St. Martin's Press, March 16, 2027). Source: "I took a hiatus over the summer, as I finished the edits on my forthcoming book" (Substack, 2026-08-20), which gives the publisher and "March 16"; the year was cut off in the fetched text and both Amazon listings returned server errors, so 2027 is inferred from "forthcoming" as of August 2026 — confirm on the publisher page. Since 2025-08-25 she has taught her Duke AI Law & Policy course in public on the Substack "Thinking Freely" — "every Monday and Wednesday I'll share what just happened in class" (Class #1, 2025-08-25); Fall 2026 restarted 2026-08-24 (Class #1, Fall 2026); 14,000+ subscribers (Substack home).
One-line position (v1, carried): The next frontier of human rights is cognitive liberty — the right to mental privacy, freedom of thought, and self-determination over your own brain data — and AI + neurotechnology make this urgent now, not someday.
2026 amendment: the frontier has moved twice under her feet and she moved with it. First, from "neural data" to cognitive biometrics — any sensor (eye-tracking, heart rate, a wrist band) that lets a company infer what you feel or intend (Neuron, 2024-09-25). Second, from "they will read your mind" to "you will stop using it": "I think that we are moving toward the de-evolution of thought and the de-evolution of human thinking" (Status Check with Spivey, 2026-02-25). The 2027 book is the second thesis.
Discipline & technical bet
A lawyer-philosopher with a genetics degree, not an engineer — so v1 treated her as a pure normative thinker. That is no longer accurate; she now carries a concrete technical wager. Bet 1 — "fiduciary AI": with Abhishek Bhattacharjee and Jack Pilkington she proposes "embedding fiduciary duties — loyalty, care, and confidentiality — directly into BCI-integrated brain foundation models through technical design," using "recent advancements in AI alignment techniques" (arXiv 2507.14339, submitted 2025-07-18). Plain English: a brain foundation model is an AI trained on brain signals the way a language model is trained on text; a fiduciary duty is the legal duty a trustee owes to act in your interest. The bet is that a legal duty can be built into the model itself, so the device that reads your intentions is contractually and architecturally on your side, not the vendor's. It is testable: either alignment methods can enforce loyalty/confidentiality constraints in a decoder, or they cannot. Bet 2 — doctrinal: protect the inference, not the sensor. Her Neuron paper "challenges the current approach to protecting individuals through legal protections for 'neural data' and advocates for a more expansive legal and industry framework, as recently reflected in the draft UNESCO Recommendation" — i.e., she wrote her own reframing into the instrument she co-chaired. Bet 3 — the hardware "ladder": in her AI-law class she argues the real lever for pacing AI is physical — "powerful AI chips or semiconductor manufacturing equipment," "the physical levers that are slowing down the pace of AI development" — not model-level rules (Substack, 2026-09-18, on Amodei's "We Must Pace the Frontier"). Layer focus: the app/interface layer where sensors and assistants touch the mind, with a growing presentation-layer teaching business.
Key claims (Says)
- Normative: Cognitive liberty should be a fundamental human right — three dimensions: mental privacy, freedom of thought, self-determination; protection equivalent to bodily autonomy. Held — still her live framing in-window: "Cognitive liberty gets at this kind of precondition, the foundation for the capacity to think freely, the capacity to be a self, to be a human in the modern era. That's really what's at risk" (Duke Today, 2026-06-15). Signature-framing check: she frames it as "an update to liberty in the digital age," not as new "neurorights" (TIME, 2023-06-26) — v1's word "neurorights" put her in the wrong camp (see Yuste below). Behavior matches the revised framing: the 2027 book and the Spring-2026 "AI and the Brain" course extend cognitive liberty from sensors to AI manipulation.
- Empirical (market-level): Brain data is already being collected at scale — consumer EEG headsets, workplace attention monitoring, emotional-state detection. Drifted — mechanism holds, referent moved. Collection is real: a Neurorights Foundation audit "analyzed the user agreements and privacy policies for 30 companies that sell commercially available products" and found "only one company provided any meaningful restrictions" on use or sale, with "fewer than half" encrypting or de-identifying (STAT, 2024-04-17). But the stream that actually reached scale in-window is not brain data: Meta's Neural Band ships with the $799 Ray-Ban Display (unveiled 2025-09-17, on sale 2025-09-30) and "translates the signals created by your muscle activity into commands," trained on "nearly 200,000 research participants" (Meta, 2025-09-17). Meta says muscle; she says "the $799 device reads pre-movement neural signals from your wrist" (Substack, 2026-04-04). Colorado's statute sides with her reading — neural data is "information that is generated by the measurement of the activity of an individual's central or peripheral nervous systems" (HB24-1058). Consumer EEG itself remains niche; no market-level dataset on volume was found. Graded Drifted because she herself retired the narrow "brain data" referent in 2024 (Neuron) — the file should carry "mind-inferring data," which is what scaled.
- Empirical / technical: AI amplifies the brain-data risk — machine learning on neural signals can decode attention, emotion, potentially intent. Held (at the motor-intent layer) — her own paper describes brain foundation models that "interpret real-time neural signals from EEG, fMRI, and other neurotechnologies" (arXiv, 2025-07-18); Meta's band measures movement "even before it's visually perceptible" (Meta, 2025-09-17); Synchron's implant "detects motor intention from blood vessels within the brain" and now drives an iPad natively through Apple's BCI Human Interface Device protocol announced in May 2025 (Synchron release, 2025-08-04). Not demonstrated: decoding of thoughts or intent in the ordinary sense. Grade holds on mechanism; the "potentially intent" clause remains potential.
- Empirical mechanism + normative weight: The brain can be hacked, not just read — neurostimulation (tDCS, TMS, implants) can alter cognition, mood, decisions; the manipulation dimension is as important as surveillance. Drifted — the mechanism (stimulation alters mood/cognition) is established medicine and nothing in-window falsifies it, but her manipulation concern has changed vector: from electrodes to software. Her Spring-2026 course "tackles the urgent gap exposed by character.ai suicide lawsuits, the FTC's massive dark pattern settlements, and judges splitting on whether cops can hack your brain for evidence" and studies "mental privacy rights under the new EU AI Act's manipulation provisions" (Substack note, 2025-10-09). The "as important as" half is a value judgment — not graded.
- Normative + implicit empirical: Neurorights must be established now, before the technology matures and practices lock in (the GDPR analogy). Held — the window she described is being used: five US states now protect neural data (Colorado signed 2024-04-17; California approved 2024-09-28; Montana effective 2025-10-01; Connecticut signed 2025-06-24; Vermont Act 101 approved 2026-05-18 — sources in Track record), UNESCO's 194 member states adopted the first global neurotechnology-ethics standard on 2025-11-11, and the EU has banned AI that infers emotions "at the workplace or in an education institution" since 2025-02-02 (Bundesnetzagentur). Meanwhile the technology did mature in-window (Meta, Apple, Neuralink) — so both halves of her race are running. Caveat, logged in the incentive map: she co-chaired the body that produced the UNESCO evidence. Terminology: v1 wrote "neurorights"; she avoids the word.
- NEW (2026) — empirical: Neural-data laws are "a good starting place" but "apply primarily to direct brain measurements but miss broader inferences built from behavioral data"; she wants "second-generation legislation addressing manipulation across all data sources" (Spivey, 2026-02-25). Consistent with her MIND Act post welcoming a bill that covers neural data "AND any data that can be used to infer your thoughts/mental experiences" (her X post of 2025-09-24, date derived from the status ID; text as indexed, not fetched). Independent support: Stanford's Bo Hyoung Lee finds even Chile's regime leaves "software-generated scores, profiles, or inferences" in a gray zone (Stanford Law blog, 2026-04-27). Held. Tension to watch: Inside BCI characterizes her as wanting neural data "treated as a distinct privacy category with bespoke rules rather than absorbed into existing privacy frameworks" (Inside BCI, 2026-05-21) — a narrower line than her Neuron paper. Not graded; possibly a paraphrase.
- NEW (2026) — empirical, on AI and thought: "We are moving toward the de-evolution of thought" — overreliance on AI during developmental years could erode competence across generations (Spivey, 2026-02-25); "once you figure out where your generative constituent of competence lives, that's the thing you protect from offloading" (Exponential View, 2026-03-13, a conversation with Eric Topol, Nicholas Thompson and Rohit Krishnan that frames the issue with Shaw & Nave's offloading-vs-surrender distinction). As stated: unfalsifiable — rewrite or retire; the check attached under predictions is the file's proposed observable.
- NEW (2025–26) — geopolitical: "China's investment in BCI together with cognitive warfare together with humanoid robots — this is a huge play" (Substack, 2025-09-16, on BrainCo). Noted, not graded — no observable stated.
Notable predictions — with falsifiable checks
- (2023) Brain-monitoring technology will be integrated into mainstream workplaces within this decade. Open — trend against so far. No market-level dataset on employer neural monitoring was found this cycle (the SmartCap "5,000 organizations" figure that circulates could not be verified on the vendor's site and is not carried). What did move is the regulatory wall: the EU prohibits emotion inference at work (fatigue detection excluded) since 2025-02-02; UNESCO's Recommendation warns "against the use of this technology in the workplace to monitor productivity or create data profiles on employees" (UNESCO, 2025-11-05); a second California bill targeting workplace neural surveillance was pending as of 2026-04-03 (Inside BCI). Meta's wristband is a consumer input device, not a monitoring product. Check: by 2030-12-31, a survey of large employers (BLS, SHRM, Gartner or equivalent) showing at least 10% using EEG/EMG/eye-tracking to monitor workers' cognitive state. Absent that, graded Wrong on the date, direction logged separately.
- (2023) Without legal intervention, brain data will be collected and monetized like behavioral data. Drifted — the antecedent half-failed (legal intervention arrived in five states, the EU and UNESCO) and the consequent is half-confirmed: the policies permitting collection and third-party transfer exist (STAT, 2024-04-17), but no documented sale or brokerage of neural data was found. Check: by 2027-12-31, either an FTC/state AG enforcement action naming neural or cognitive-biometric data, or a documented data-broker listing of such data; either resolves the monetization half.
- (Ongoing) Cognitive liberty will become a recognized human right. Held so far — unresolved. Chile's constitution (Law 21.383, 2021 — UNESCO Courier) protects "brain activity, as well as the information derived from it" (Carey); UNESCO's non-binding text is "enshrining the inviolability of the human mind" (UNESCO, 2025-11-05); Vermont's Act 101 is titled "an act relating to neurological rights" (Vermont Legislature). No binding international instrument and no US federal law yet — the MIND Act (S.2925) was "read twice and referred to the Committee on Commerce, Science, and Transportation" on 2025-09-29 and had no further action as of the record's 2026-09-08 update (govinfo). Discount: she co-drafted the UNESCO evidence. Check: by 2028-12-31, a binding instrument (treaty protocol, national constitution beyond Chile, or a US federal statute) that names mental privacy or cognitive liberty.
- (2026-02-25) "I just don't think it's going to be a shakeout leading to a loss of a bunch of first year associates in the short run" — consolidation instead: bigger firms serve more clients with fewer people; small practices gain (Spivey). Live — contrarian on the bench: it runs against the Canaries payroll evidence that regraded Brynjolfsson Wrong (entry-level employment −19% relative in AI-exposed occupations) and against the entry-level work crisis theory. Check: NALP/ABA first-year associate hiring for the class of 2027 versus the 2024 baseline, read 2028-06-30; a drop of 15% or more grades this Wrong.
- (2026-04-04) "This question will arrive in courts before the doctrine is ready for it" — compelled neural authentication and neural monitoring as a bail condition (Substack, 2026-04-04, paywalled beyond the excerpt). Check: a published US court decision on compelled neural input or court-ordered neural monitoring by 2028-12-31. Live.
- (2025-12-12) The executive order "that could kill state AI laws" "probably won't survive" (Substack, 2025-12-12 — paywalled; only the title and date are readable, so the mechanism she expects is not on file). Check: the five state neural-data statutes remain enforceable, un-preempted and un-enjoined at 2027-06-30. Live.
- (2026) Cognitive extinction / de-evolution of thought. Unfalsifiable as stated. Proposed observable: at the book's publication (2027-03-16) the file records whatever metric she commits to; failing that, the check is a replication of the MIT Media Lab EEG "weaker neural connectivity" result she cites (Stay Tuned guest essay, 2025-07-02) in a preregistered sample by 2028-12-31.
- (2025-12-19) "2026: The Year Everything Converges" (Substack) — paywalled; the predictions inside could not be read this cycle. Flagged, not graded.
Revealed behavior (Does)
- Where her time went (2025–26): AI law broadly, not neurotechnology narrowly. Twice-weekly public class posts since 2025-08-25; a Spring-2026 course built around chatbot-manipulation cases; a summer spent finishing a book about AI and human thought; September 2026 posts on open weights, training data, compute and data centers. The neurotech-specific output in the same window is one paywalled post (2026-04-04) and one BrainCo note. Grade priorities by time: she has become an AI-governance generalist with a neurotech specialty, not the reverse.
- Institution-building rather than commentary. Co-chaired the drafting of the first global neurotechnology-ethics standard (UNESCO, adopted 2025-11-11); chairs the ULC study committee that decides whether states get a model mental-privacy act; co-chairs the WEF neurotechnology council; co-authored the "Reference Guide on Neuroscience" in the federal judges' Reference Manual on Scientific Evidence (2025, with Henry Greely — Duke bibliography). She writes the rules and the judges' handbook, then teaches the result.
- Commercialised the thesis before the book exists. Lavin lists her as an "Exclusive Lavin AI Speaker" with the talk "Cognitive Extinction: The Fight to Keep Thinking for Ourselves" alongside "Your Brain at Work: Motivation, Not Surveillance" and a KPMG Board Leadership Center testimonial (Lavin); NACD carries a board-audience bio; Substack runs a paid tier (posts are paywalled; price not displayed when fetched).
- Sits beside industry, not only across from it. WEF co-chair with Synchron's CEO; Synchron's own press release says the company prioritizes "Cognitive Liberty and the protection of fundamental rights" (2025-08-04) — her phrase is now vendor copy. Adviser to DARPA and the NIH BRAIN Initiative while warning about state misuse of neurotech.
- Endorses legislation in real time. Publicly welcomed the MIND Act the day it was announced (X, 2025-09-24); taught Amodei's pacing essay within a week of its publication (2026-09-18).
- What she has not done in-window: named any corporate advisory board; published a metric for "cognitive extinction"; disclosed the Cognitive Futures Lab's funders (none on its site).
Feels
Fear that a generation raised on answers will lose the ability to generate them — "kids are dying and courts don't know what to do about it" (2025-10-09) is the emotional register underneath the doctrine. Hope that rights can arrive before lock-in this time, unlike with behavioral data. Wants it to be true that law, not bans, can steer the interface — she has bet a career on drafting rooms.
Hears
The neuroethics guild (Marcello Ienca — her Neuron co-author and fellow UNESCO expert — Judy Illes, Hank Greely), the UNESCO and WEF policy circuits, the BCI industry through Synchron, Duke law students in real time, Shaw & Nave's cognitive-surrender research, Amodei's essays, the MIT Media Lab EEG study, Character.AI litigation. Very little from the open-source or labor-economics worlds; the entry-level employment data has not reached her associates call.
Sees
The inside of the rooms where the words get chosen — UNESCO's intergovernmental negotiation, ULC study-committee drafting — so she knows which protections survive contact with delegations and which are aspiration. Through WEF she sees implant-company roadmaps before they ship. Through the classroom she sees, twice a week, what AI is doing to how trained minds work. She does not see employer deployment data, and her workplace prediction shows it.
Incentive map
Re-derived this cycle; v1 carried none. Who pays: Duke (endowed chair); St. Martin's Press (2023 book; 2027 book); Lavin-brokered corporate and board-audience speaking; Substack paid subscribers (14,000+ total subscribers); unnamed corporate scientific/ethics advisory boards (every bio says they exist, none says which); federal advisory roles (NIH, NINDS, DARPA); undisclosed lab funding. What she is selling: urgency about the mind — first the neurotech version, now the AI-and-thought version — and the framework ("cognitive liberty") that answers it. Pairing to log (thesis-as-product rule): the new book's title is already her headline keynote before publication. What she cannot easily say: "the neurotech threat is far off" (collapses the franchise); "Synchron's data practices are the problem" (co-chair); "the UNESCO Recommendation is toothless" (she co-drafted it — and it is non-binding by construction, UNESCO Legal Affairs); "DARPA's neurotech programs are the state-misuse case" (adviser); "AI is fine for students" (2027 book). Self-authored evidence: the strongest 2025–26 datapoint for her rights prediction is an instrument she co-chaired — it grades her influence, not her foresight, and the file keeps the two apart. Rule-25 discount: moderate-to-high on urgency and timeline claims; low on doctrinal analysis (her core competence, not a revenue lever); moderate on "progress" claims she helped manufacture. No twin file exists to diff.
Theories aligned with
- Cognitive liberty — she is its principal legal theorist (v1, carried); framed as an update of existing rights (privacy, freedom of thought, self-determination), not as new "neurorights" (TIME, 2023-06-26)
- Mental privacy / cognitive biometrics — protect the inference about a mental state, whatever sensor produced it (Neuron, 2024-09-25); now written into the UNESCO Recommendation
- Distinct from Zuboff's surveillance capitalism by target — v1 said "brain data specifically"; since 2024 the distinction is thinner: she covers any data that infers mental states, which is Zuboff's territory with a neuroscience floor
- Cognitive surrender (Tri-System Theory) — Rich's theory and her 2027 thesis rest on the same Shaw & Nave paper; she distinguishes offloading you can afford from offloading of your "generative constituent of competence" (Exponential View, 2026-03-13). The bench's closest working ally on that file.
- Fiduciary duties for AI intermediaries — the technical-design version (arXiv, 2025-07-18)
What she's reacting against
- The absence of legal protections for brain data — current privacy law doesn't cover neural information (v1, carried; partly answered by five states, hence her shift to "second-generation" law)
- The assumption that neurotechnology is far-future — brain-reading is already commercialized (v1, carried; Meta and Apple made the point for her in 2025)
- AI discourse that governs outputs (content, decisions) and ignores inputs (neural and cognitive data) (v1, carried)
- Both techno-pessimism and unregulated optimism — innovation with rights protections (v1, carried)
- NEW: her own camp's wins — "neural data" statutes she calls too narrow (Neuron 2024; Spivey 2026-02-25)
- NEW: AI that supplants rather than supplements thinking, especially in developing minds (Spivey; Exponential View)
- NEW: federal preemption of state AI law (Substack, 2025-12-12)
- NEW: pacing debates that ignore the physical ladder — chips, fabrication equipment, data centers, power (Substack, 2026-09-17/18)
Where she overlaps / splits (with Rich)
- Overlaps with Zuboff on surveillance and data extraction; splits on specificity (v1). Held, narrowed: her cognitive-biometrics turn moves her toward Zuboff's breadth. No co-authorship found.
- Overlaps with Yuste (neurorights movement) on brain-data rights; v1 said they split on register — neuroscientist vs legal scholar. Drifted — split mis-specified. The real split is substantive: Yuste's Neurorights Foundation campaigns for new constitutional "neurorights" and neural-data statutes (it stood behind Colorado's governor at the signing — Neurorights Foundation); she avoids the term, wants existing rights updated, and argues neural-data-specific protection is too narrow. Author-list check: Yuste is not on the 24-member UNESCO group she co-chaired. No Yuste persona on the bench.
- Overlaps with Chalmers on the mind/technology boundary; splits on the question asked — AI consciousness vs human mental privacy (v1). Held; no co-authorship in her 2024–25 bibliography.
- Splits with tech optimists who see brain-computer interfaces as purely liberating (v1). Held — with the incentive-map amendment that she now co-chairs a council with an implant CEO whose company markets under her phrase.
- Splits with Musk/Neuralink framing of brain interfaces as an unqualified good (v1). Held. Context: Neuralink reported 21 participants enrolled worldwide by early 2026 (The Debrief, 2026-02-16, citing Musk) and a first through-the-dura implant in May 2026 in Toronto (ALS News Today, 2026-07-07) — both secondary; her WEF partner Synchron is Neuralink's rival, which sharpens the split and complicates it.
- Overlaps with Zuckerberg/Meta on the fact that neural input is now consumer hardware; splits on what it is — Meta says muscle signals, she says pre-movement neural signals, and the state statutes' "peripheral nervous system" language decides who is right in court.
- Splits with Brynjolfsson and the Canaries evidence on entry-level displacement — her "no first-year associate shakeout in the short run" (2026-02-25) is the bench's live counter-call.
- Overlaps with Haidt on harm to developing minds — her Spring-2026 course centers on the Character.AI suicide suits; splits on remedy: rights and fiduciary duties, not age bans.
- Overlaps with Amodei on pacing the frontier (she taught "We Must Pace the Frontier" within a week); splits on the lever — hardware rungs and export controls, not lab self-restraint.
- Overlaps with Harari's "hackable humans" on the manipulation axis; splits on register — she builds statutes, he builds narratives.
- Overlaps with Rich on cognitive surrender as the central AI risk to individuals (same source paper); splits on unit of action — Rich's theory describes the failure mode (a third system of thinking that overrides the other two), hers is a legal architecture meant to prevent it.
Track record
- The Battle for Your Brain (2023) defined the cognitive liberty discourse — the most comprehensive legal treatment of neurorights (v1). Held — still the reference text in 2026 coverage (Duke Today, 2026-01-23 and 2026-06-15).
- Presidential bioethics commissioner (2010–2017) — institutional credibility and policy experience (v1). Held (Duke bio).
- Duke Initiative for Science & Society — institutional platform (v1). Held; add Cognitive Futures Lab and SLAP Lab as PI.
- "Chile's 2021 neurorights constitutional amendment is the first legal instantiation of the ideas she advocates — early evidence of influence" (v1). Wrong — misattributed. Chile's reform was the Neurorights Foundation / Senator Girardi project and predates her book by two years; she explicitly rejects the "neurorights" route it took (TIME 2023; Neuron 2024). No fetched source connects her to Chile's drafting. Her documented influence runs elsewhere: co-chair of the UNESCO drafting group whose text was adopted 2025-11-11; chair of the ULC study committee; the judges' Reference Manual chapter (2025).
- NEW: Chile's Supreme Court, ruling rol N 1.080-2020 of 2023-08-09 (Girardi v. Emotiv), "ordered Emotiv to delete all of Girardi's personal data that it recorded and saved" (ArentFox Schiff, 2023-10-18; Frontiers in Psychology, 2024-02-27) — the first court order on consumer brain data, missed by v1 though it predates the June-2026 review by nearly three years.
- NEW: US state statutes — Colorado HB24-1058 signed 2024-04-17, effective 2024-08-07 (Colorado General Assembly); California SB 1223 approved 2024-09-28, Ch. 887 (leginfo — the Neurorights Foundation's "September 27" is off by a day); Montana SB 163 — "the Montana governor signed SB 163 on May 1" (National Law Review, 2025-05-27), effective 2025-10-01; a second law-firm summary indexed as "became law without the governor's signature" on May 2 could not be fetched and Montana's own record redirected — conflict logged, statute undisputed; Connecticut SB 1295 signed 2025-06-24 (Neurorights Foundation), effective 2026-07-01 (Inside BCI); Vermont H.814, Act 101, approved 2026-05-18 (Vermont Legislature), effective 2026-07-01 (Inside BCI, 2026-05-21). Attribution note: these are the Neurorights Foundation's campaign wins in her field, not hers — her lane is the model law that would harmonise them.
- NEW: UNESCO Recommendation on the Ethics of Neurotechnology — drafted by the 24-member group she co-chaired, adopted 2025-11-11 at the 43rd General Conference in Samarkand, in force 2025-11-12, non-binding (UNESCO Legal Affairs; UNESCO, 2025-11-05). Largest single influence entry on the file.
- NEW: Fiduciary AI paper (arXiv, 2025-07-18) — first technical-design proposal under her name; unscored until a lab implements it.
- NEW: public AI-law teaching — 14,000+ subscribers within roughly a year of launch (2025-08-25 → 2026-09); a distribution asset most bench academics lack.
- Pattern: strong on doctrine and on getting text adopted; weak on market-level forecasts (workplace); the newest thesis arrives without a metric.
Empirical vs normative
- Empirical: documentation of current brain-monitoring deployment, brain-data collection practices, neurostimulation capabilities (v1) — extended in-window to consumer neural input (Meta, Apple/Synchron), implant counts (Neuralink), the 30-company policy audit, and the "de-evolution of thought" claim that still lacks a measure
- Normative: cognitive liberty should be a fundamental right; brain data requires protection beyond existing privacy law; consent frameworks must be built before the technology scales (v1) — extended to: protect inferences not sensors; embed fiduciary duties in models; pace AI through the hardware ladder
- The normative claims are strong and specific — she is not just diagnosing, she is proposing legal architecture (v1, carried) — and since 2024 she is also writing it (UNESCO, ULC, judges' manual), which is why the file separates influence from prediction
- Conflict note (CONVENTIONS rule 25): book-and-keynote franchise built on urgency; WEF seat beside an implant vendor; DARPA/NIH advisory roles; unnamed corporate boards. Weight her doctrinal reasoning fully; discount her timelines and her scorekeeping of instruments she helped draft.
Weak spots / open questions
- Brain-reading technology is real but still crude — the urgency claim depends on how fast it improves (v1). Held — in-window progress is at the motor-intent layer (Meta EMG, Synchron, Neuralink), not thought decoding.
- Cognitive liberty as a legal concept is elegant but untested — how would courts adjudicate brain-data claims? (v1). Drifted — a supreme court has now adjudicated a consumer brain-data claim and ordered deletion (Chile, 2023-08-09), under a constitutional "brain activity" clause rather than under "cognitive liberty"; inferred data remains a gray zone (Stanford, 2026-04-27); she herself expects courts to get compelled-neural-input cases "before the doctrine is ready" (2026-04-04). Untested in the US; tested once abroad.
- The workplace-monitoring evidence is suggestive but limited — unclear how widespread neural monitoring actually is (v1). Held — still no market-level dataset; the EU regulated ahead of measured deployment.
- Focus on neurotechnology is niche relative to the broader AI-society conversation — may stay a specialized concern (v1). Wrong — and already wrong when the June-2026 pass wrote it: the Neuron reframing (2024-09-25) widened her object to any mind-inferring data; the public AI-law course (2025-08-25) and the 2027 AI-and-thought book widened her audience; UNESCO's 194-state adoption made neurotech governance a mainstream policy object. The bench's weak spot described her 2023 book, not her 2025–26 output.
- The bodily-autonomy analogy may not map cleanly — brain data is more like metadata than physical intrusion (v1). Held (open) — Chile's court reasoned from "physical and psychological integrity," siding with her analogy; but her own move to cognitive biometrics concedes that the harm lives in the inference, which is the metadata framing. Unresolved, and she is now arguing both sides at once.
- NEW: self-authored evidence — the UNESCO instrument is simultaneously her track record and the main datapoint for her "recognized right" prediction; any future review must not double-count it.
- NEW: undisclosed corporate advisory boards and lab funders — the single largest hole in the incentive map; a neurotech vendor on her board list would change the Synchron reading from proximity to conflict.
- NEW: "cognitive extinction" has no metric, no baseline, no horizon on file; the book must supply one or the thesis stays unfalsifiable.
- NEW: definitional boundary — whether wrist EMG is "peripheral nervous system activity" under Colorado-style statutes is the question that decides whether Meta's 200,000-participant dataset is regulated; she asserts it, Meta denies it, no court has ruled.
- NEW: apparent inconsistency — "second-generation" breadth (Neuron; Spivey) vs the "bespoke neural category" line Inside BCI attributes to her (2026-05-21); either a paraphrase or a real hedge. Check at next review.
- NEW: her key forward-looking posts ("2026: The Year Everything Converges"; the preemption-EO post) are paywalled — the bench cannot read her own forecasts to grade them.
Rich's take
- (your synthesis here)
Delta log
2026-09-21 — v1→v2 migration + validation (bulk run)
- Grades: 15 Held / 5 Drifted / 2 Wrong across key claims, predictions, weak spots, track record and overlap lines; plus 1 prediction open (workplace), 3 new live predictions with checks, and 1 new claim marked unfalsifiable (cognitive extinction).
- Wrong: v1 weak spot "focus on neurotech is niche" — falsified by her own scope expansion before the June pass (Neuron, 2024-09-25; Substack, 2025-08-25; Substack, 2026-08-20). v1 track-record entry crediting Chile's 2021 amendment to her ideas — she rejects the neurorights route that produced it (TIME, 2023-06-26); no source ties her to Chile's drafting.
- Drifted: "brain data at scale" (what scaled is wrist EMG and cognitive biometrics — Meta, 2025-09-17); "brain can be hacked" (vector moved from electrodes to chatbots — Substack note, 2025-10-09); "monetized like behavioral data" (laws arrived; sale undocumented); "untested in court" (Chile 2023-08-09 — ArentFox Schiff); Yuste split mis-specified as register rather than doctrine (Neurorights Foundation).
- Held: cognitive liberty as fundamental right (Duke Today, 2026-06-15); AI amplifies decoding (arXiv, 2025-07-18; Synchron, 2025-08-04); establish rights now (five states, UNESCO 2025-11-11, EU AI Act since 2025-02-02); "laws are a good starting place but miss inferences" (Spivey, 2026-02-25; Stanford, 2026-04-27); recognized-right trajectory (unresolved); tech-still-crude, workplace-evidence-thin and metadata weak spots; three track-record entries; Zuboff, Chalmers, optimist and Musk lines.
- Most surprising delta: the bench's neurotech specialist has spent 2025–26 becoming an AI-governance generalist — a public AI-law course with 14,000+ subscribers, a spring course on chatbot manipulation, and a 2027 book whose subject is AI eroding thought, not sensors reading it — while co-chairing the body that wrote the first global neurotech standard. Says and Does agree; the file simply had not looked.
- Employer/role check (mandatory): Duke title unchanged; four affiliations added — UNESCO expert-group co-chair (UNESCO, 2025-11-05), ULC study-committee chair (her site), WEF council co-chair with Synchron's CEO (lab page), ALI/ELI Reporter (her site). Incentive map built from scratch; corporate boards remain unnamed.
- Signature-framing check: still endorses cognitive liberty; frames it as an update to existing rights, never as "neurorights" (v1's word corrected). Behavior matches the revised, broader framing.
- Post-review sources found: yes — Duke Today 2026-01-23 and 2026-06-15; Spivey 2026-02-25; Exponential View 2026-03-13; Substack 2026-04-04, 2026-08-20, 2026-08-24, 2026-09-18; Vermont Act 101 2026-05-18; Stanford 2026-04-27.
- Tier: semiannual — she posts twice weekly but the gradeable observables (statutes, court rulings, the book) move on a 6–12 month clock; the book (2027-03-16) is the forced off-cycle wake.
- Confidence unchanged at medium: primaries for every affiliation and statute, but the newest thesis is unmeasured, two forecast posts are paywalled, and the corporate-board gap is open.
Sources
- Her own, 2025–26: Substack — Inside My AI Law & Policy Class #1 (2025-08-25) · BrainCo and China? (2025-09-16) · Substack note on the Spring-2026 "AI and the Brain" course (2025-10-09) · The Executive Order That Could Kill State AI Laws (2025-12-12, paywalled) · 2026: The Year Everything Converges (2025-12-19, paywalled) · When the Interface Is Neural (2026-04-04) · Welcome to Fall Semester — I'm back! (2026-08-20) · What is AI? Class #1, Fall 2026 (2026-08-24) · A bonus class on the "Amodei Letter" (2026-09-18) · Your AI Will See You Now — Stay Tuned guest essay (2025-07-02) · X post on the MIND Act (2025-09-24; not fetchable, date from status ID)
- Interviews / talks, 2026: Status Check with Spivey (2026-02-25) · Exponential View — The Lantern and the Flame (2026-03-13) · Duke Today (2026-01-23) · Duke Today — Protecting One's Own Mind (2026-06-15) · Cleveland Museum of Natural History event (2026-05-07)
- Peer-reviewed / preprint: Bhattacharjee, Pilkington & Farahany — Fiduciary AI for the Future of Brain-Technology Interactions (arXiv, 2025-07-18) · Magee, Ienca & Farahany — Beyond neural data: Cognitive biometrics and mental privacy (Neuron 112:3017–3028, 2024-09-25) · Duke Law bibliography (2024–25 entries incl. Reference Guide on Neuroscience, 2025) · TIME — "Cognitive Liberty" Is the Human Right We Need to Talk About (2023-06-26)
- Affiliations: Duke Law faculty page · nitafarahany.com/about · ALI profile · NACD speaker bio · Lavin Agency speaker page · Cognitive Futures Lab — WEF council page · Cognitive Futures Lab — team · ULC — Mental Privacy, Cognitive Biometrics, and Neural Data committee · Thinking Freely (Substack home, subscriber count)
- UNESCO: Recommendation on the Ethics of Neurotechnology — adopted 2025-11-11, 43rd session, Samarkand (Legal Affairs) · UNESCO news — first global standard; names Farahany Expert Group Co-chair (2025-11-05) · Ad Hoc Expert Group — 24 members
- US law: Colorado HB24-1058 (signed 2024-04-17) · California SB 1223 (approved 2024-09-28, Ch. 887) · Montana SB 163 — National Law Review (2025-05-27) · Neurorights Foundation — US advocacy page (Connecticut 2025-06-24; Colorado; California) · Vermont H.814 / Act 101 (approved 2026-05-18) · Inside BCI — Vermont fifth state (2026-05-21) · Inside BCI — state patchwork, pending bills (2026-04-03) · S.2925 MIND Act — bill status (introduced 2025-09-29) · Senate Commerce press release (2025-09-24)
- EU / Chile: Bundesnetzagentur — AI Act prohibited practices (in force since 2025-02-02) · ArentFox Schiff — Chile Supreme Court ruling, deletion order (2023-10-18) · Frontiers in Psychology — Chilean Supreme Court ruling on brain activity (2024-02-27) · UNESCO Courier — Chile (2022-03-21, updated 2023-10-13) · Carey — Law 21.383 published · Stanford Law blog — inferred mental data gray zone (2026-04-27)
- Industry: Meta — Ray-Ban Display and Neural Band (2025-09-17) · Synchron — first thought-controlled iPad via Apple BCI HID (2025-08-04) · STAT — Neurorights Foundation 30-company audit (2024-04-17) · The Debrief — Neuralink 21 patients (2026-02-16, secondary) · ALS News Today — through-the-dura implant (2026-07-07, secondary)
- v1 sources, carried: The Battle for Your Brain (St. Martin's Press, 2023) · Duke faculty page and Initiative for Science & Society · Carnegie Council interview on cognitive liberty · Voices of VR podcast (#1184) · academic publications via the Duke faculty database, law reviews and bioethics journals
migrated v1→v2 2026-09-21 · backup: _archives/nita-farahany.html.bak-20260921 · converts-from: people/nita-farahany.md · AI & Society domain