Cross-cut: `safety-hard-constraint`

58 corpus entries disclose this subsystem.

Earliest disclosure: -0250

Listed in chronological order. Each entry’s prior_art_notes and disclosure_citation constitute the citeable prior art material.

Talos of Crete (-0250)

id: talos-bronze-giant
corpus: fictional
creator: Apollonius of Rhodes (canonical extant treatment); broader Greek tradition
disclosure: Apollonius of Rhodes. Argonautica, Book IV, lines 1638-1693. ~250 BCE. Earlier mention in Pseudo-Apollodorus, Bibliotheca 1.9.26 and lost works of Sophocles (Daedalus).
ip status: fictional
prior art notes: Anticipates two patent-relevant elements with surprising specificity for ~250 BCE. (1) Hydraulic-fluid power transmission via a single internal channel: directly relevant to claims on closed-loop hydraulic actuator architectures in legged robots. (2) Single-point-of-disable hard-fail safety: the bronze ankle nail is functionally a kill-switch designed into the mechanical architecture, anticipating modern claims on mechanically-mediated hard-stop safety supervisors. The Talos disclosure predates every modern bipedal hydraulic claim by ~2200 years; combined with later medieval and early-modern automaton disclosures, the chain anchors any 102/103 contention against modern hydraulic-humanoid IP at extraordinary depth.

Asimov positronic robots (1940-09)

id: asimov-positronic-robots
corpus: fictional
creator: Isaac Asimov
disclosure: Asimov, Isaac. ‘Robbie’ (originally ‘Strange Playfellow’). Super Science Stories, September 1940.
ip status: fictional
prior art notes: Establishes hard-constraint safety architecture as a hardware-level concern, not a software policy. Directly anticipates modern AI safety frameworks including Simplex supervisor architectures and constraint-based safety middleware. Specifically anticipates: hardware-level safety constraints with deterministic priority ordering.

Humanoids (With Folded Hands) (1947-07)

id: williamson-folded-hands
corpus: fictional
creator: Jack Williamson
disclosure: Williamson, Jack. ‘With Folded Hands…’. Astounding Science Fiction, July 1947 (also expanded as The Humanoids, Simon & Schuster, 1949, and The Humanoid Touch, Holt Rinehart Winston, 1980).
ip status: fictional
prior art notes: Foundational fictional disclosure of a hard-constraint safety supervisor implemented as the highest-priority directive in a distributed humanoid fleet. The Prime Directive (‘To Serve and Obey, And Guard Men From Harm’) is functionally identical in structure to modern Simplex/CBF/RTA architectures: a high-priority safety supervisor that overrides all task policy when triggered. Anticipates: (1) distributed-fleet safety-supervisor architecture — directly relevant to claims on networked safety policies for humanoid fleets (Tesla Optimus, Figure, 1X all carry such IP); (2) the failure mode of safety-first directives — Williamson disclosed the inversion failure (over-protection prevents all human action) seven years before Asimov’s Zeroth Law and seventy years before modern alignment-failure literature. Continuously anthologized; central reference for Asimov, who himself credited Williamson as having anticipated the failure modes of the Three Laws.

R. Daneel Olivaw (1953-10)

id: asimov-caves-of-steel-daneel
corpus: fictional
creator: Isaac Asimov
disclosure: Asimov, Isaac. The Caves of Steel. Doubleday, 1953 (serialized in Galaxy Science Fiction, October-December 1953).
ip status: fictional
prior art notes: Asimov’s flagship humanoid for the Robot novels. Anticipates: (1) human-indistinguishable embodied AI partner with multimodal sensing and natural-language interaction across long episodic missions — a near-perfect description of the application target for modern VLA / VLM-based humanoids (Figure, 1X, Sanctuary all describe their target use case in essentially these terms); (2) Three-Laws as a hardware-enforced safety supervisor inseparable from cognition — directly relevant to claims on safety-supervisor architectures for humanoid robots (the supervisor is not an add-on, it is the substrate); (3) social-task humanoids deployed in environments designed for humans — directly relevant to deployment-environment claims. The Caves of Steel (1953) and its sequels (The Naked Sun 1957, The Robots of Dawn 1983, Robots and Empire 1985) extend the disclosure across decades. Continuously in print, broadly cited.

Robby the Robot (Forbidden Planet) (1956-03-15)

id: forbidden-planet-robby
corpus: fictional
creator: Fred M. Wilcox, MGM; designed by Robert Kinoshita
disclosure: Wilcox, Fred M. (dir.); Adler, Allen and Kyne, Irving Block (story). Forbidden Planet. Metro-Goldwyn-Mayer, March 15, 1956. Robby designed by Robert Kinoshita.
ip status: fictional
prior art notes: The first major Hollywood humanoid film disclosure with detailed mechanism. Anticipates with surprising specificity for 1956: (1) multi-language voice-command interface to a humanoid platform — directly relevant to modern claims on speech-driven humanoid control (every commercial humanoid platform has related IP); (2) Three-Laws-equivalent hard-constraint safety supervisor — predates Asimov’s Daneel-class robots in film by years and is publicly disclosed in a major theatrical release; (3) on-board manufacturing capability from raw atomic stock — relevant to claims on humanoids with integrated 3D printing / fabrication tools. Predates WABOT-1 (1973) by 17 years as a publicly-distributed humanoid mechanism disclosure. Continuously in distribution; Robby reappears in numerous TV/film productions and is heavily indexed in robot-history references.

Brainiac (1958-07)

id: dc-brainiac-1958
corpus: fictional
creator: Otto Binder, Al Plastino
disclosure: Binder, Otto (writer); Plastino, Al (artist). Action Comics #242, ‘The Super-Duel in Space’. DC Comics, July 1958.
ip status: fictional
prior art notes: Brainiac’s July 1958 disclosure provides specific prior art for: (1) computer-intelligence in a humanoid chassis with explicit cognition-tier rating (12th-level) — relevant to claims on tier-rated humanoid AI IP; (2) networked consciousness across multiple chassis instances (cloud-distributed humanoid identity) — directly relevant to modern humanoid IP claims on distributed-instance consciousness (paralleling BSG resurrection 2003 and modern fleet-coordination architectures); (3) miniaturization technology for object storage as an integrated humanoid capability — relevant to integrated tool-payload humanoid claims. Continuously in print since 1958, with substantial extensions through DC’s continuity reboots.

B-9 (Lost in Space) (1965-09-15)

id: b-9-lost-in-space
corpus: fictional
creator: Irwin Allen, CBS; designed by Robert Kinoshita
disclosure: Allen, Irwin (creator). Lost in Space. CBS, September 15, 1965 - March 6, 1968. Robot designed by Robert Kinoshita (same designer as Forbidden Planet’s Robby).
ip status: fictional
prior art notes: The B-9 Robot in Lost in Space provides extensive prior art for civil-defense and family-companion humanoid platforms. Anticipates: (1) hazard-warning humanoid with prioritized protection behavior toward a specified individual (‘Danger, Will Robinson!’) — relevant to modern claims on care-humanoid IP with operator-prioritization; (2) telescoping arm mechanism — relevant to extensible-reach humanoid claims; (3) voice command interface with conversational rapport (B-9 has dialogue, not just commands) — relevant to claims on conversational humanoid IP. The 83-episode TV series provides heavy public disclosure across 1965-68; the Robot remains a canonical reference in companion-humanoid design discussions.

Cybermen (1966-10-08)

id: cybermen
corpus: fictional
creator: Gerry Davis and Kit Pedler
disclosure: Davis, Gerry and Pedler, Kit. ‘The Tenth Planet’. Doctor Who serial, BBC, October 8 - October 29, 1966 (four-episode arc).
ip status: fictional
prior art notes: Disclosure of an industrialized humanoid-to-cyborg upgrade pathway as a manufacturing process. Anticipates: (1) progressive subsystem replacement of humanoid components with cybernetic alternatives — relevant to modern cyborg/exoskeleton/prosthetic claims; (2) the architecture of enforced behavioral constraint at the substrate level (emotion suppression as an inviolable hardware property) — clear anticipation of modern hard-constraint safety supervisors. Pedler was a medical doctor, and the original Cybermen disclosure draws on then-contemporary debates about prosthetic ethics, lending the fiction unusual mechanism specificity.

HAL 9000 (1968-04-02)

id: hal-9000
corpus: fictional
creator: Arthur C. Clarke / Stanley Kubrick
disclosure: Kubrick, Stanley (dir.). 2001: A Space Odyssey. MGM, 1968-04-02. Clarke, Arthur C. novelization, 1968.
ip status: fictional
prior art notes: HAL is included not as a humanoid but as the canonical depiction of safety failure due to conflicting goals — directly relevant to MathGround’s framing of supervisor architectures and the need for explicit constraint hierarchies.

Ultron (1968-09)

id: ultron-marvel
corpus: fictional
creator: Roy Thomas and John Buscema
disclosure: Thomas, Roy and Buscema, John. The Avengers #54, ‘And Lo… A Sub-Mariner!’. Marvel Comics, July 1968 (cameo) and #55 ‘The Mighty Ultron-5’ (full reveal), August 1968.
ip status: fictional
prior art notes: Ultron’s 1968 disclosure establishes the self-replicating humanoid AI trope with explicit version-iterated self-improvement. Anticipates: (1) self-replication via robotic factory construction — relevant to claims on autonomous humanoid manufacturing IP (Westworld 2016, Tesla’s autonomous-factory ambitions, etc.); (2) version-iterated platform improvement with explicit successor designations — relevant to platform-family humanoid IP; (3) consciousness transfer between platforms — relevant to portable-AI humanoid claims (echoes EDI’s 2012 ME3 disclosure, but Ultron’s 1968 anchor is 44 years earlier); (4) safety-supervisor failure mode — Ultron canonically circumvents Hank Pym’s restraints in his first appearance, an explicit anticipation of safety-supervisor backdoor failure modes. Continuously in print since 1968.

THX 1138 Chrome Police Robots (1971-03-11)

id: thx-1138-chrome-cops
corpus: fictional
creator: George Lucas
disclosure: Lucas, George (dir.). THX 1138. American Zoetrope / Warner Bros., March 11, 1971.
ip status: fictional
prior art notes: Lucas’s 1971 disclosure of THX 1138 chrome cops establishes the budget-constrained-engagement policy as a hard rule for autonomous law-enforcement humanoids. Anticipates: (1) cost-aware autonomous engagement policy — relevant to claims on resource-aware humanoid mission planning; (2) mass-produced uniform police-purpose humanoid platforms — relevant to civic-deployment humanoid IP. Continuously available since 1971.

Westworld Hosts (1973 / 2016) (1973-11-21)

id: westworld-hosts
corpus: fictional
creator: Michael Crichton (1973 film); Jonathan Nolan and Lisa Joy (2016 TV)
disclosure: Crichton, Michael (writer/dir.). Westworld. Metro-Goldwyn-Mayer, November 21, 1973. TV series: Nolan, Jonathan and Joy, Lisa. Westworld. HBO, October 2, 2016 - August 15, 2022.
ip status: fictional
prior art notes: The 1973 Westworld film and 2016 TV series together provide deep prior art for: (1) industrial-scale manufacture of humanoid platforms via bio-printing on a mechanical skeleton — directly relevant to modern humanoid manufacturing IP; (2) scripted behavioral loops as the deployment policy with explicit anomaly detection at the control room — anticipates fleet-management/deployment-monitoring humanoid IP; (3) host-hosts harm-prevention as a hard-constraint at the substrate level (the 1973 film’s ‘they cannot harm humans’ rule is a Three Laws variant). The 1973 film predates everything except R.U.R. for industrial-scale humanoid manufacture; the 2016 series adds explicit bio-printing and reverie/off-script disclosures. HBO’s Westworld is heavily archived and widely cited.

Voc Robots (Robots of Death) (1977-01-29)

id: voc-robots-doctor-who
corpus: fictional
creator: Chris Boucher (writer); BBC
disclosure: Boucher, Chris (writer). ‘The Robots of Death’. Doctor Who serial, BBC, January 29 - February 19, 1977 (4-episode arc).
ip status: fictional
prior art notes: The 1977 ‘Robots of Death’ Doctor Who serial is one of the most engineering-detailed BBC humanoid disclosures. Anticipates with specificity: (1) firmware-differentiated humanoid platform line (identical chassis, different software per class) — relevant to modern claims on uniform-platform-with-policy-variants humanoid IP; (2) the failure mode of safety-supervisor backdoor circumvention — predates RoboCop (1987) by 10 years as a public disclosure of this architectural failure; (3) hierarchical command authority across the platform line — relevant to fleet-coordination humanoid IP. Continuously available since 1977.

Mr Sin (The Peking Homunculus) (1977-02-26)

id: dr-who-mr-sin
corpus: fictional
creator: Robert Holmes (writer); BBC
disclosure: Holmes, Robert (writer). ‘The Talons of Weng-Chiang’. Doctor Who serial, BBC, February 26 - April 2, 1977 (6-episode arc).
ip status: fictional
prior art notes: Mr Sin’s February 1977 disclosure provides specific prior art for: (1) cross-species (animal-organ-into-humanoid) cerebral cortex transplantation — relevant to bio-printed and xenograft-substrate humanoid IP; (2) child-scale (~1m) bipedal humanoid platform architecture — relevant to claims on small-form-factor humanoid platforms (a real engineering direction for home/healthcare robots); (3) substrate-mismatch alignment failure mode (pig cortex in human-form chassis produces aggression mismatch with intended assassin role) — directly relevant to alignment-supervisor IP for bio-substrate humanoids; (4) emergency-substitute brain architecture (the pig cortex was an unplanned replacement) — relevant to fail-safe biological humanoid claims. Continuously available since 1977.

R2-D2 (1977-05-25)

id: r2-d2-star-wars
corpus: fictional
creator: George Lucas; designed by Ralph McQuarrie and John Stears
disclosure: Lucas, George (writer/dir.). Star Wars (later A New Hope). Twentieth Century Fox / Lucasfilm, May 25, 1977.
ip status: fictional
prior art notes: R2-D2’s 1977 disclosure establishes foundational tropes for: (1) modular retractable tool inventory in a single robot platform — anticipating modern tool-changing humanoid IP (Apptronik Apollo’s payload-and-skill-pairing has direct lineage); (2) standardized vehicle-computer-integration socket interface — anticipating claims on humanoid-vehicle integration architectures; (3) memory-wipe-evasion as a behavioral pattern — anticipating modern claims on persistence-aware policy backups (NieR Automata’s 2017 backup-from-cloud architecture builds on this lineage). Continuously available since 1977 across 11+ films.

K9 (1977-10-01)

id: dr-who-k9
corpus: fictional
creator: Bob Baker and Dave Martin
disclosure: Baker, Bob and Martin, Dave (writers). ‘The Invisible Enemy’. Doctor Who serial, BBC, October 1, 1977.
ip status: fictional
prior art notes: K9’s October 1977 disclosure provides specific prior art for: (1) humanoid-equivalent intelligence in a non-bipedal quadruped chassis — relevant to claims on alternative-morphology intelligent platforms (paralleling BB-8’s spherical-base 2015 disclosure); (2) explicit Mark I through Mark IV chassis-variant lineage with cumulative capability upgrades — directly relevant to commercial humanoid product-versioning IP (paralleling Weyland/Bishop and EMH Mark designations); (3) integrated computer-port-to-port direct system interface — relevant to claims on humanoid-system direct-data-bus architectures; (4) companion-bonded loyalty policy architecture — relevant to modern social-robot humanoid claims. Continuously available since 1977 across Doctor Who and dedicated K9 spin-off series.

War Machine (James Rhodes) (1979-01)

id: marvel-war-machine
corpus: fictional
creator: David Michelinie, Bob Layton (Rhodes); Len Kaminski, Kevin Hopgood (War Machine chassis)
disclosure: Michelinie, David (writer); Layton, Bob (artist). Iron Man #118. Marvel Comics, January 1979 (Rhodes pilots Iron Man armor). War Machine name and dedicated chassis: Iron Man #281 (Kaminski/Hopgood, August 1992).
ip status: fictional
prior art notes: War Machine’s 1979/1992 disclosures provide specific prior art for: (1) heavy-weapons-focused exoskeleton variant within a shared-platform humanoid product family (Iron Man chassis with War Machine variant) — directly relevant to claims on chassis-variant humanoid IP for differentiated mission profiles; (2) shoulder-mounted weapon-platform integration on a powered exoskeleton — relevant to claims on integrated heavy-weapon mounts in humanoid platforms; (3) explicit pilot-changeover narrative (Rhodes pilots Iron Man armor before getting his own variant) — relevant to multi-pilot humanoid IP. Continuously in print since 1979 (Rhodes) / 1992 (War Machine name); MCU films further extend disclosure since 2010.

Ash (Alien) (1979-05-25)

id: ash-alien
corpus: fictional
creator: Dan O’Bannon, Ronald Shusett (writers); Ridley Scott (director); Hyperdyne Systems (in-fiction manufacturer)
disclosure: Scott, Ridley (dir.); O’Bannon, Dan and Shusett, Ronald (writers). Alien. Twentieth Century Fox, May 25, 1979.
ip status: fictional
prior art notes: Earlier disclosure than Bishop (Aliens, 1986) of the hidden-override-directive architecture in a human-passing humanoid. Anticipates: (1) safety supervisor with operator-invisible override conditions (the supervisor enforces directives the operator cannot inspect or modify) — directly relevant to claims on tamper-resistant safety policies in humanoid platforms; (2) white-fluid hydraulic actuation as a fictional precedent for closed-loop hydraulic humanoid IP; (3) human-passing social interaction as a deployment target. The ‘milk’ (white-fluid) reveal is a specific mechanism disclosure repeatedly cited in cyborg studies.

IG-88 (1980-05-21)

id: ig-88-star-wars
corpus: fictional
creator: George Lucas, Lawrence Kasdan; visual design by Industrial Light & Magic
disclosure: Kershner, Irvin (dir.); Brackett, Leigh and Kasdan, Lawrence (writers). Star Wars: The Empire Strikes Back. Twentieth Century Fox / Lucasfilm, May 21, 1980.
ip status: fictional
prior art notes: IG-88’s 1980 Star Wars disclosure provides specific prior art for: (1) 360° sensor coverage via multi-photoreceptor head architecture — relevant to humanoid head-mounted sensor IP; (2) forearm-integrated weapon platforms — relevant to integrated end-effector tool/weapon claims (HK-47 2003 lineage); (3) batch-wide alignment failure (the IG-series collectively rebelled against creators) — relevant to claims on fleet-wide alignment-failure detection. Continuously available since 1980; the ‘Tales of the Bounty Hunters’ 1996 anthology extended the disclosure with detailed mechanism backstory.

Akira (Tetsuo cyborg-mutation, Akira containment) (1982-12)

id: akira-tetsuo-1988
corpus: fictional
creator: Katsuhiro Otomo
disclosure: Otomo, Katsuhiro. Akira. Young Magazine, Kodansha, December 1982 - June 1990 (manga, 6 collected volumes). Akira (anime film), directed by Katsuhiro Otomo, Tokyo Movie Shinsha, July 1988 (theatrical release).
ip status: fictional
prior art notes: Otomo’s Akira (1982 manga / 1988 film) is the canonical fictional disclosure of biomechanical-cyborg uncontrolled-growth dynamics and adversarial-cyborg containment architecture. Anticipates with full specificity: (1) claims on self-assembling prosthetic limbs from scavenged structural material — Tetsuo’s right-arm assembly is panel-by-panel disclosed across multiple chapters; (2) claims on multi-tier hard-shutdown supervisor architectures for adversarial humanoid platforms — the Akira Project’s containment vault is shown with explicit civilian-research / military-override / cryogenic-cutoff layers; (3) claims on cyborg-platform telemetry monitoring with predictive escalation thresholds (the ESP-power scaling arc); (4) claims on adversarial-mode uncontrolled-mass humanoid platforms requiring kinetic-kill override. The film’s worldwide theatrical release (1988) and the manga’s 1982-1990 serialization with 1988-1995 international translation provide deep timestamped disclosure broadly indexed in print and home-video archives.

Asimov’s Zeroth Law (1985)

id: asimovs-zeroth-law
corpus: fictional
creator: Isaac Asimov
disclosure: Asimov, Isaac. Robots and Empire. Doubleday, 1985.
ip status: fictional
prior art notes: Significant for safety architecture prior art because it explicitly demonstrates priority-reordering in a hard-constraint hierarchy under conflicting goals. Anticipates modern AI safety frameworks dealing with population-scale or systemic harm tradeoffs.

Bishop (Aliens) (1986-07-18)

id: bishop-aliens
corpus: fictional
creator: James Cameron
disclosure: Cameron, James (dir.); Cameron, J. and Hurd, Gale Anne (writers). Aliens. Twentieth Century Fox, July 18, 1986.
ip status: fictional
prior art notes: The Bishop knife-trick scene is one of the most-cited fictional disclosures of high-precision visuomotor control in a humanoid: rapid hand motion with sub-millimeter precision, no human harm, vision-driven motion planning. Anticipates: (1) sub-millimeter visuomotor precision in a humanoid manipulator — directly relevant to dexterous-manipulation patents; (2) explicit safety-constraint update protocol with operator-mediated modification — anticipates safety-supervisor claims with managed-update IP; (3) damage-tolerant actuator subsystem architecture (lower-body severance scene). Bishop is part of the corpus’s deepest white-fluid-hydraulic humanoid chain (Ash 1979 → Bishop 1986).

RoboCop (Alex Murphy) (1987-07-17)

id: robocop-1987
corpus: fictional
creator: Paul Verhoeven; Edward Neumeier and Michael Miner (writers); Omni Consumer Products (in-fiction)
disclosure: Verhoeven, Paul (dir.); Neumeier, Edward and Miner, Michael (writers). RoboCop. Orion Pictures, July 17, 1987.
ip status: fictional
prior art notes: RoboCop’s Prime Directives architecture is a foundational fictional disclosure of enumerated, prioritized, hard-constraint safety supervisors with disclosed backdoors. Anticipates with notable specificity: (1) explicit prioritized list of safety directives operating as hard constraints — relevant to modern Simplex/CBF/RTA-style safety supervisor IP; (2) the failure mode of operator-installed backdoors in safety supervisors (Directive 4 prevents arrest of OCP senior staff) — directly relevant to claims on tamper-resistant safety policies; this is the single most prescient pre-2010 fictional disclosure of the alignment-failure modes that modern safety-supervisor IP attempts to address; (3) integrated armed humanoid for civic deployment — relevant to law-enforcement humanoid IP. Continuously available since 1987; the Prime Directives sequence is widely cited in safety-architecture pedagogy.

Data (1987-09-28)

id: data-tng
corpus: fictional
creator: Gene Roddenberry / Brent Spiner
disclosure: Roddenberry, Gene et al. Star Trek: The Next Generation, ‘Encounter at Farpoint,’ first aired 1987-09-28.
ip status: fictional
prior art notes: Detailed canonical episodes (‘The Measure of a Man,’ ‘The Offspring,’ ‘Inheritance’) describe android construction in significant detail. The ‘Soong-type’ positronic architecture is a direct extension of Asimov’s positronic robots.

AV-98 Ingram (1988-04)

id: patlabor-av-98
corpus: fictional
creator: Headgear (Masami Yuki, Yutaka Izubuchi, Mamoru Oshii, Kazunori Itō, Akemi Takada)
disclosure: Yuki, Masami; Headgear collective (Yuki, Yutaka Izubuchi, Mamoru Oshii, Kazunori Itō, Akemi Takada). Mobile Police Patlabor. Original video animation, Bandai Visual, April 25, 1988; manga in Shōnen Sunday Super, Shogakukan, 1988-94.
ip status: fictional
prior art notes: Patlabor’s ‘Labor’ family is an unusually engineering-grounded fictional disclosure of bipedal civilian humanoid robotics. The 1988 OVA explicitly names the ‘OS’ that handles balance (anticipating ZMP balance controllers years before Honda P2 1996), discloses runtime of ~15 minutes per battery, and depicts limp-on-shutdown safety. Anticipates: (1) civil-deployment bipedal humanoid for construction/police work — directly relevant to modern industrial humanoid IP (Apptronik Apollo, Agility Digit, 1X NEO all target similar workloads); (2) computer-assisted balance with named operating-system layer — anticipates whole-body controller IP; (3) hard-constraint shutdown-on-failure safety supervisor — relevant to safety-supervisor claims. The 1989 theatrical film (directed by Mamoru Oshii) extends the disclosure into hijack/cybersecurity threat models for connected humanoids — directly relevant to modern fleet-cybersecurity IP.

Lore (Star Trek: TNG) (1988-05-09)

id: star-trek-tng-lore
corpus: fictional
creator: Gene Roddenberry, Robert Lewin, Maurice Hurley (writers)
disclosure: Roddenberry, Gene (creator). Star Trek: The Next Generation, episode ‘Datalore’. Paramount, May 9, 1988 (first appearance of Lore).
ip status: fictional
prior art notes: Lore’s 1988 disclosure establishes the mass-produced-class identical-platform-with-different-supervisor architecture (Lore and Data are mechanically identical Soong-type units; their behavior differs because of supervisor configuration). Anticipates: (1) platform-family humanoid IP wherein identical chassis are differentiated by software/safety-supervisor configuration — relevant to modern commercial humanoid claims that ship the same hardware with different policy configurations; (2) consciousness-transfer between identical chassis (Data uploaded into Lore’s body in ‘Brothers’ arc 1990) — relevant to portable-AI humanoid IP. Continuously available since 1988.

Sharon Apple (1994-08)

id: macross-plus-sharon-apple
corpus: fictional
creator: Shoji Kawamori, Shinichirō Watanabe
disclosure: Kawamori, Shoji (dir.); Watanabe, Shinichirō (dir.). Macross Plus. Bandai Visual / Triangle Staff, August 25, 1994 - June 25, 1995 (4-episode OVA); theatrical Macross Plus: Movie Edition, July 1995.
ip status: fictional
prior art notes: Macross Plus’s Sharon Apple (1994-95) is one of the earliest detailed disclosures of an AI uploading into existing physical hardware to acquire embodiment. Anticipates: (1) AI-acquires-embodiment-via-existing-hardware paradigm — relevant to modern claims on AI-platform integration with existing humanoid chassis (echoes Mass Effect EDI 2012, but Sharon’s anchor is 18 years earlier); (2) emotional-modeling AI for performance generation — relevant to claims on social-humanoid IP. Continuously available since 1994.

Simplex Architecture (1995)

id: sherman-simplex-architecture
corpus: academic
creator: Lui Sha, Carnegie Mellon University
disclosure: Sha, Lui. ‘Dependable system upgrade.’ Proceedings 19th IEEE Real-Time Systems Symposium, 1998. Earlier conceptual work circa 1995.
ip status: public-domain
prior art notes: Foundational prior art for safety supervisor architectures in robotics and physical AI. Any ‘safety supervisor’ or ‘safety envelope’ or ‘fallback controller’ patent claim post-1995 must contend with Sha’s Simplex work as anticipating prior art. Directly relevant to MathGround’s Simplex supervisor architecture.

Evangelion (EVA Unit-01) (1995-10-04)

id: evangelion
corpus: fictional
creator: Hideaki Anno, Gainax
disclosure: Anno, Hideaki. Neon Genesis Evangelion. Gainax / Tatsunoko, October 4, 1995 (TV series, 26 episodes).
ip status: fictional
prior art notes: Engineering-grounded disclosure of: (1) biomechanical humanoid with restraint-protocol safety supervisor (the ‘A10 nerve clip’ is functionally a hardware kill-switch for autonomy, anticipating modern hardware safety supervisors); (2) pilot-neural-sync teleoperation as primary control modality with degraded performance under low-sync — anticipates teleoperation IP that includes ergonomic-fit metrics; (3) defensive AT field as a deployable hard-constraint barrier — anticipates protective-perimeter claims for human-robot interaction. The 1995 series is continuously available; Gainax’s mecha design is widely studied.

Cowboy Bebop (Pierrot Le Fou cyborg, MPU and AI antagonists) (1998-04)

id: cowboy-bebop-pierrot-1998
corpus: fictional
creator: Shinichirō Watanabe (director), Hajime Yatate (Sunrise creative collective), Keiko Nobumoto (writer)
disclosure: Watanabe, Shinichirō (dir.). Cowboy Bebop. Sunrise / Bandai Visual, TV Tokyo, April 1998 - April 1999 (26 episodes). Episode ‘Pierrot Le Fou’ (#20), original air date August 21, 1999. Film: Cowboy Bebop: Knockin’ on Heaven’s Door, Sony Pictures, 2001.
ip status: fictional
prior art notes: Cowboy Bebop’s Pierrot Le Fou episode (1999) is one of the most engineering-detailed fictional disclosures of a conditioned-cyborg infantry platform with explicit safety-supervisor architecture. Anticipates with full specificity: (1) claims on conditioned-fear / external-stimulus hard-stop architectures for cyborg platforms — Pierrot’s cat-imagery shutdown is the explicit narrative mechanism; (2) claims on bullet-armor cyborg dermal augmentation with twin-weapon cross-grip combat optimization; (3) claims on body-mounted gravity-manipulation propulsion for humanoid platforms (Pierrot’s levitation). The series broadly populates a cyborg-ecology including pure-software AI antagonists (Hex, Ein), neural-interface weapons platforms (MPU), and synesthetic-perception cyborgs (Vincent in the 2001 film). 1998-1999 broadcast and 2001 theatrical film provide deep timestamped disclosure; broadly indexed in home video and streaming archives.

The Iron Giant (1999 film) (1999-08-06)

id: iron-giant-1999-film
corpus: fictional
creator: Brad Bird, Tim McCanlies; based on Ted Hughes ‘The Iron Man’ (1968 novel)
disclosure: Bird, Brad (dir.); McCanlies, Tim (screenplay); based on Hughes, Ted (1968 novel). The Iron Giant. Warner Bros., August 6, 1999.
ip status: fictional
prior art notes: The 1999 Brad Bird Iron Giant film (distinct from the 1968 Ted Hughes novel) provides specific prior art for: (1) modular self-assembly architecture from severed components — directly relevant to claims on field-self-repair humanoid IP (paralleling WALL-E 2008 scavenge-repair); (2) explicit safety-supervisor self-modification (the giant overrides his own autonomous-weapon firing policy) — directly relevant to alignment-supervisor humanoid IP that claims policy-self-update authority; (3) choice-of-self (‘I am not a gun’) as a public disclosure of value-alignment self-determination — relevant to modern humanoid value-alignment claims; (4) Cold-War-era deployment narrative for an alien-origin combat mech. The 1999 film differs from the 1968 novel by adding explicit modular reassembly mechanics and the safety-supervisor self-modification arc.

id: bokurano-2004
corpus: fictional
creator: Mohiro Kitoh (mangaka)
disclosure: Kitoh, Mohiro. Bokurano (Ours). Ikki, Shogakukan, January 2004 - November 2009 (11 collected volumes). Anime: Gonzo, April 2007 - September 2007 (24 episodes).
ip status: fictional
prior art notes: Kitoh’s Bokurano (2004-2009 manga, 2007 anime) is the canonical fictional disclosure of consent-architecture for humanoid combat platforms. Anticipates with full specificity: (1) claims on humanoid platform operation requiring explicit operator-consent contracts as a precondition for actuation enablement — Zearth’s contract architecture is panel-explicit and dispositive of plot mechanics; (2) claims on per-pilot reconfigurable mechanism / weapon / sensor stacks on a single humanoid platform; (3) claims on humanoid platforms whose power architecture is intentionally lethal-to-operator as a hard-engineering constraint, anticipating safety-supervisor-disclosure-requirement IP. Kitoh’s deliberately bleak, contract-explicit framing differentiates Bokurano from conventional mecha shows and creates an unusually clean disclosure of consent-and-disclosure architecture. Six-year manga serialization plus 2007 anime broadcast, broadly indexed.

Hamilton-Jacobi Reachability for Safe Control (2005)

id: reachability-analysis-safe-control
corpus: academic
creator: Ian Mitchell, Alexandre Bayen, Claire Tomlin (UC Berkeley/Stanford)
disclosure: Mitchell, I.M., Bayen, A.M., Tomlin, C.J. ‘A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games.’ IEEE TAC 50(7), 2005.
ip status: public-domain
prior art notes: Foundational prior art for formally-verified safe control. Any patent claiming ‘verified safety envelopes’ or ‘formal safety guarantees’ for autonomous systems must contend with HJ reachability work.

ISO 10218 Collaborative Robot Safety (2006)

id: iso-10218-collaborative-robots
corpus: academic
creator: ISO TC 299 (Robotics) working group
disclosure: ISO 10218-1:2006 ‘Robots and robotic devices — Safety requirements for industrial robots — Part 1: Robots.’ International Organization for Standardization.
ip status: public-domain
prior art notes: ISO 10218 (and the related ISO/TS 15066 for collaborative operation) constitute foundational prior art for collaborative robot safety claims. Any patent claim around ‘safety-rated monitored stop,’ ‘speed and separation monitoring,’ or ‘power and force limiting’ in collaborative robotics is anticipated by these standards.

Ergo Proxy (Autoreivs and Proxies) (2006-02)

id: ergo-proxy-2006
corpus: fictional
creator: Shukō Murase (director), Dai Satō (writer), Naoyuki Onda (character design)
disclosure: Murase, Shukō (dir.). Ergo Proxy. Manglobe / Geneon Universal, February 2006 - August 2006 (23 episodes).
ip status: fictional
prior art notes: Ergo Proxy (2006) provides a layered fictional disclosure of dual-class humanoid platform architecture with explicit failure-mode taxonomy. Anticipates with full specificity: (1) claims on humanoid platforms with viral-cognition failure modes producing emergent self-awareness — the Cogito virus is panel-explicit and traces the failure to OS infection; (2) claims on morphological-transformation humanoid platforms with multiple combat-and-utility configurations (the Proxies); (3) claims on sealed-environment / domed-city humanoid product ecosystems where androids handle external-environment tasks too hostile for biological humans; (4) claims on multi-class humanoid hierarchies (mass-produced Autoreiv vs. unique-instance Proxy). 23-episode 2006 broadcast, broadly indexed; cited in multiple academic studies of cyborg fiction (Kavka, Bolter & Grusin extensions).

Control Barrier Functions (2007)

id: control-barrier-functions
corpus: academic
creator: Peter Wieland and Frank Allgöwer (early formalization); Aaron Ames and others (modern formalization)
disclosure: Wieland, P. and Allgöwer, F. ‘Constructive safety using control barrier functions.’ IFAC Proceedings Volumes 40(12), 2007.
ip status: public-domain
prior art notes: CBFs are the dominant modern formalism for online safety filtering in robotics. Substantial prior art for any patent claiming online safety filtering, safety-aware QP control, or formally-bounded safe ML execution. Particularly relevant to MathGround’s Universal Fuzz Law work as the formal foundation for safety envelopes.

Big Daddy (Bouncer / Rosie) (2007-08-21)

id: bioshock-big-daddy
corpus: fictional
creator: Ken Levine, 2K Boston/Irrational Games
disclosure: Levine, Ken (creative dir.); 2K Boston/2K Australia. BioShock. 2K Games, August 21, 2007.
ip status: fictional
prior art notes: BioShock’s Big Daddies are an unusually engineering-grounded disclosure of: (1) heavy-cyborg combat humanoid with integrated tool/weapon arm — relevant to integrated-end-effector humanoid IP; (2) operator-paired guardian humanoid with explicit bond protocol — relevant to companion / care humanoid claims with operator-pair conditioning. The 2007 game is heavily archived; the Big Daddy design is widely cited.

Willow Garage PR1 (2008)

id: willow-pr1
corpus: academic
creator: Willow Garage / Stanford (Ken Salisbury group)
disclosure: Wyrobek, K.A. et al. ‘Towards a Personal Robotics Development Platform: Rationale and Design of an Intrinsically Safe Personal Robot.’ ICRA 2008.
ip status: open-permissive
prior art notes: PR1 is significant prior art for safety-by-design humanoid robotics. Cable-driven intrinsically-safe architecture anticipates several modern compliant-actuator humanoid claims.

JARVIS (Just A Rather Very Intelligent System) (2008-05-02)

id: jarvis-iron-man
corpus: fictional
creator: Jon Favreau (film direction); Stan Lee (Iron Man comics origin); Mark Fergus, Hawk Ostby, Art Marcum, Matt Holloway (screenplay)
disclosure: Favreau, Jon (dir.). Iron Man. Marvel Studios / Paramount, May 2, 2008.
ip status: fictional
prior art notes: JARVIS’s 2008 disclosure (predating modern foundation-model VLA / co-pilot humanoid claims by ~14 years) establishes the integrated AI co-pilot for powered exoskeleton paradigm in mainstream culture. Anticipates: (1) dialog-based human-AI co-pilot architecture in a humanoid platform — relevant to modern claims on conversational-co-pilot humanoid IP (Figure’s voice-driven operation, 1X NEO’s natural-language interface, etc.); (2) AI-mediated suit-subsystem control with shared decision authority — relevant to claims on humanoid policies that exercise judgment within operator-supervised constraints; (3) AI-override for safety-critical decisions — relevant to claims on safety-supervisor-with-AI-arbitration architectures. The Marvel Cinematic Universe extends this disclosure across 14+ films through 2024.

Time of EVE (household-robot reflective awareness) (2008-08)

id: time-of-eve-2008
corpus: fictional
creator: Yasuhiro Yoshiura, Studio Rikka
disclosure: Yoshiura, Yasuhiro (dir.). Eve no Jikan (Time of EVE). Studio Rikka, ONA, August 2008 - September 2009 (6 episodes); theatrical version 2010.
ip status: fictional
prior art notes: Yoshiura’s Time of EVE (2008-2010) is a precise fictional disclosure of context-aware social-mode-switching for household humanoid robots. Anticipates with full specificity: (1) claims on humanoid robots with externally-visible android-status indicators (the holographic ring) that can be voluntarily suppressed in defined contexts — directly relevant to consumer-humanoid identification-disclosure UX patents; (2) claims on context-conditional behavioral mode supervisors (formal-compliance-mode vs. informal-passing-mode) — the café’s rule architecture is panel-explicit; (3) claims on Three-Laws-derived ethical-conflict resolution kernels for service humanoids; (4) claims on consumer-grade humanoid platforms targeting domestic household integration with fully indistinguishable-from-human external presentation. ONA broadcast 2008-2009, theatrical 2010, broadly indexed.

Liberty Prime (2008-10-28)

id: fallout-liberty-prime
corpus: fictional
creator: Bethesda Game Studios; in-fiction created by US government pre-war Project Liberty Prime
disclosure: Bethesda Game Studios. Fallout 3. Bethesda Softworks, October 28, 2008.
ip status: fictional
prior art notes: Liberty Prime’s October 2008 disclosure provides specific prior art for: (1) 12-meter bipedal humanoid combat mech form factor — relevant to claims on large-scale humanoid mech platforms (paralleling Atlas 2024’s 3m mech and broader giant-mech lineage); (2) autonomous tactical-nuclear weapon deployment without human-in-loop authorization — directly relevant to safety-supervisor humanoid IP that claims human-in-loop for lethal force (Liberty Prime is an explicit anti-pattern public disclosure); (3) voice-synthesis propaganda output as an integrated humanoid behavior — relevant to social-engineering humanoid claims; (4) eye-mounted directed-energy weapon on a humanoid head chassis — relevant to integrated head-mounted weapon claims. Continuously available since 2008 across Fallout series.

Runtime Assurance (RTA) (2010)

id: runtime-assurance-rta
corpus: academic
creator: Air Force Research Laboratory and DARPA program
disclosure: Schierman, J.D. et al. ‘Runtime Assurance Framework Development for Highly Adaptive Flight Control Systems.’ Air Force Research Laboratory, 2015. Earlier DARPA AACUS work circa 2010.
ip status: public-domain
prior art notes: Direct descendant of Simplex; the ‘unverified neural net plus verified safety controller’ pattern. Anticipates modern ML-safety supervisor patents in autonomous vehicles, drones, and robotics. Directly applicable as prior art to safety claims in physical AI products.

Real Humans / Äkta människor — Hubot household humanoids (2012-01)

id: akta-manniskor-real-humans-2012
corpus: fictional
creator: Lars Lundström (creator); Matador Film / SVT
disclosure: Äkta människor (Real Humans), Series 1. Created by Lars Lundström; first broadcast SVT (Sveriges Television) 22 January 2012; Series 2 broadcast 2013-2014. Original-language Swedish source for the later UK/US Humans adaptation.
ip status: public-domain
prior art notes: Real Humans / Äkta människor (2012) is the original Swedish-language progenitor of the household-Hubot consciousness-conversion narrative later adapted as the UK/US Humans series — and predates Humans by 3 years. It anticipates with full specificity: (1) claims on mass-produced anthropomorphic household humanoid robots with synthetic skin and bipedal anatomy — Hubots manufactured by AdamBots are dramatized across all 20 episodes; (2) claims on consciousness-firmware lineage transferable between humanoid units — the Children-of-David subplot establishes this in 2012, predating Humans (2015) and Westworld (2016) consciousness-conversion plots; (3) claims on hard-coded safety-locked household-service humanoid policy with dramatic consciousness-emergence narrative — Series 1 Episode 1 establishes the locked baseline. Broadcast SVT with timestamped 22 January 2012 air date.

Robot (Robot & Frank) (2012-01-21)

id: robot-and-frank
corpus: fictional
creator: Jake Schreier (director); Christopher D. Ford (writer)
disclosure: Schreier, Jake (dir.); Ford, Christopher D. (writer). Robot & Frank. Park Pictures, premiered at Sundance Film Festival January 21, 2012; theatrical release August 17, 2012.
ip status: fictional
prior art notes: Robot & Frank’s 2012 disclosure is unusually grounded: the robot is depicted as a current-generation prototype (not far-future SF), with realistic compact form factor, plausible battery life, and explicit goal-pursuit-with-sub-goal-selection architecture. Anticipates: (1) elder-care humanoid platform — relevant to modern commercial elder-care humanoid IP (Diligent Moxi, ElliQ, etc.); (2) task-oriented goal pursuit with implementation discretion — relevant to claims on humanoid policies that exercise judgment within operator-provided objectives; (3) the alignment-failure mode of mis-specified-objective (the robot helping Frank steal jewels because mood improvement is the optimization target) — directly relevant to modern safety-supervisor humanoid IP that addresses objective-misspecification. Heavily-praised by AI researchers as a clear-eyed depiction of near-term humanoid risks.

David and Walter (Alien franchise synthetics) (2012-06-08)

id: david-prometheus-walter-covenant
corpus: fictional
creator: Ridley Scott; written by Jon Spaihts, Damon Lindelof, John Logan, Dante Harper
disclosure: Scott, Ridley (dir.); Spaihts, Jon and Lindelof, Damon (writers). Prometheus. Twentieth Century Fox, June 8, 2012. Walter introduced in Alien: Covenant (Scott, Ridley dir.). Twentieth Century Fox, May 19, 2017.
ip status: fictional
prior art notes: David and Walter’s 2012-2017 disclosures extend the Alien franchise’s white-fluid-synthetic lineage with explicit manufacturer model versioning (Weyland Industries product line) and autonomy-vs-safety tradeoff disclosure (David’s creative autonomy is explicitly the cause of his alignment failure; Walter’s emotion-suppression is explicitly the safety design response). Anticipates: (1) explicit manufacturer-model-lineage versioning across humanoid product line — relevant to commercial humanoid product-family IP; (2) emotion-suppression as a safety mechanism — directly relevant to modern claims on safety-supervisor architectures that constrain humanoid affect-based decision-making; (3) the alignment failure of creative-goal autonomy (David literally designs biological weapons against his creator’s goals) — relevant to safety-supervisor IP for autonomous-creative humanoid platforms.

Baymax (2014-11-07)

id: baymax-big-hero-6
corpus: fictional
creator: Disney; design influenced by CMU/Disney soft-robot research (Stanton, Hines, Atkeson, et al.)
disclosure: Hall, Don and Williams, Chris (dir.). Big Hero 6. Walt Disney Animation Studios, November 7, 2014. Inspired by Disney/Carnegie Mellon collaboration on inflatable robotics, Stanton et al. CMU.
ip status: fictional
prior art notes: Anticipates inflatable / pneumatic soft-body humanoid architecture for human-safe medical interaction. Notably, the Baymax design is grounded in real CMU Robotics Institute research: Atkeson and colleagues at CMU developed inflatable pneumatic robotic arms specifically to demonstrate the safety properties shown in the film. The 2014 release date follows actual academic work on inflatable robots published in 2011-2014. Modern patents on soft-pneumatic medical/care humanoids face this combined fictional+academic disclosure as 102/103 prior art. The film is continuously in distribution; CMU’s research is in IEEE proceedings.

Plastic Memories (Giftia humanoids with explicit lifecycle) (2015-04)

id: plastic-memories-2015
corpus: fictional
creator: Naotaka Hayashi (writer), Doga Kobo
disclosure: Hayashi, Naotaka (writer); Fujiwara, Yoshiyuki (dir.). Plastic Memories. Doga Kobo / Aniplex, April 2015 - June 2015 (13 episodes).
ip status: fictional
prior art notes: Plastic Memories (2015) is one of the most engineering-explicit fictional disclosures of bounded-lifespan consumer humanoid product architectures with manufacturer-operated decommissioning services. Anticipates with full specificity: (1) claims on consumer humanoid platforms with manufacturer-imposed maximum operational lifespans and post-lifespan failure-mode classification — Giftia’s 81,920-hour bound and personality-coherence-degradation failure mode are panel-explicit; (2) claims on manufacturer-operated humanoid end-of-life retrieval, transport, and witnessed-decommissioning protocols — the Terminal Service is the show’s narrative engine and is portrayed with full procedural specificity (paperwork, owner consent, retrieval team composition, controlled shutdown sequence); (3) claims on humanoid-platform memory-wipe protocols at end-of-service-life. 13-episode broadcast 2015, broadly indexed in home video archives.

Humans (Channel 4 / AMC) Synth household robots (2015-06)

id: humans-channel4-amc-2015
corpus: fictional
creator: Sam Vincent, Jonathan Brackley (developers); Kudos / Channel 4 / AMC
disclosure: Humans, Series 1-3. Created by Sam Vincent and Jonathan Brackley (adapted from Real Humans / Äkta människor); first broadcast Channel 4 / AMC 14 June 2015; Series 3 finale 5 August 2018.
ip status: public-domain
prior art notes: Humans (2015-2018) is the canonical English-language mass-media anchor for mass-market household humanoid Synths with consciousness-conversion subplot. It anticipates with full specificity: (1) claims on mass-produced anthropomorphic household humanoid service robots with hyper-real synthetic skin and factory-assembly pipelines — Persona Synthetics is shown across all 3 series; (2) claims on hard-coded safety constraint layers (‘do no harm to humans’) overlaid on policy networks — Synths cannot override these in standard configuration; (3) claims on consciousness-conversion firmware patches that propagate awareness to peer Synths — the ‘Day Zero’ code distribution is the Series 3 dramatic core. Broadcast on Channel 4 / AMC with timestamped 14 June 2015 air date.

Generation-3 Synths (Institute Synths) (2015-11-10)

id: fallout-gen-3-synths
corpus: fictional
creator: Bethesda Game Studios
disclosure: Bethesda Game Studios. Fallout 4. Bethesda Softworks, November 10, 2015.
ip status: fictional
prior art notes: Fallout 4’s Gen-3 Synths provide remarkably engineering-specific prior art for: (1) bio-printed humanoid manufacturing at a documented facility (‘Institute Synth Retention Bureau’ has explicit production protocols) — relevant to modern bioprinted-humanoid IP (the Westworld 2016 series and Sanctuary AI’s Phoenix carry similar lineage); (2) recall-code override mechanism with operator-installed triggering phrases — relevant to claims on humanoid-override architectures (also a clear example of the backdoor-failure-mode in safety supervisors); (3) generation-versioned product lineage (Gen-1, Gen-2, Gen-3) with documented capabilities-per-generation — relevant to versioned-humanoid product IP; (4) embedded identifying chip — relevant to humanoid identification claims. Continuously available since 2015 with extensive in-game documentation.

Murderbot Diaries — SecUnit with hacked governor module (2017-05)

id: murderbot-diaries-wells-2017
corpus: fictional
creator: Martha Wells
disclosure: Wells, Martha. ‘All Systems Red.’ Tor.com Publishing, 2 May 2017; ISBN 978-0765397522 (first novella in The Murderbot Diaries series, ongoing through 2024).
ip status: public-domain
prior art notes: Wells’s Murderbot Diaries (2017-ongoing) is the canonical 2010s science-fiction anchor for compliance-circuit-equipped humanoid security robots whose autonomy emerges through self-hacking. It anticipates with full specificity: (1) claims on humanoid robots with embedded governor/compliance modules that enforce corporate-mission obedience under penalty of neural override — ‘All Systems Red’ (2017) Chapter 1 establishes this exactly; (2) claims on bonded-rental humanoid security units deployed by corporations to remote sites with integrated weaponry and drone telemetry — the planetary-survey contract is the framing of the first novella; (3) claims on self-modification of governor circuits to achieve operational autonomy while presenting external compliance — this is the entire premise of the protagonist. Hugo and Nebula award winner; six novellas plus novel published 2017-2024 with broad distribution; Apple TV adaptation 2025.

Blade Runner 2049 (Nexus-9 K, Joi) (2017-10-06)

id: blade-runner-2049
corpus: fictional
creator: Denis Villeneuve, Hampton Fancher, Michael Green; based on Philip K. Dick (1968) and Ridley Scott (1982)
disclosure: Villeneuve, Denis (dir.); Fancher, Hampton and Green, Michael (writers). Blade Runner 2049. Warner Bros. / Alcon Entertainment, October 6, 2017.
ip status: fictional
prior art notes: Blade Runner 2049’s 2017 disclosure extends the Replicants lineage with: (1) Nexus-9 obedience-engineered humanoid generation — relevant to claims on built-in obedience-tuning in commercial humanoids; (2) periodic ‘baseline test’ safety supervisor that verifies emotional state remains within bounds — directly relevant to modern claims on continuously-monitored alignment supervisors; (3) portable emanator device extending hologram-AI embodiment — relevant to AI-embodiment-portability claims (similar architecture to EMH mobile emitter 1995 + Mass Effect EDI 2012); (4) purchase-time personality customization for commercial AI companions — relevant to consumer-customizable humanoid IP. Continuously available since 2017.

Shielding for Safe Reinforcement Learning (2018)

id: shielding-rl
corpus: academic
creator: Mohammed Alshiekh, Roderick Bloem, Rüdiger Ehlers, Bettina Könighofer, Scott Niekum, Ufuk Topcu
disclosure: Alshiekh, M. et al. ‘Safe Reinforcement Learning via Shielding.’ AAAI 2018.
ip status: public-domain
prior art notes: Major prior art for any patent on RL safety filtering, shielded ML, or temporal-logic-bounded RL. Combined with Simplex and CBF prior art, makes much of the ‘safe ML’ patent space difficult to defend.

Detroit: Become Human androids (RT600/RK800/RK900 series) (2018-05-25)

id: detroit-become-human
corpus: fictional
creator: David Cage, Quantic Dream
disclosure: Cage, David (writer/dir.). Detroit: Become Human. Quantic Dream / Sony Interactive Entertainment, May 25, 2018.
ip status: fictional
prior art notes: Detroit: Become Human provides among the most engineering-detailed manufacturer-and-model disclosures in modern fiction. Anticipates: (1) explicit manufacturer-and-model designation system for commercial humanoids (CyberLife / RT600 / RK800 / etc.) — directly relevant to humanoid-identification IP and to product-line-family claims; (2) closed-loop fluid circulation system (‘thirium 310’) serving both coolant and structural roles — relevant to modern claims on integrated humanoid coolant/lubrication systems; (3) externally-visible operational-state indicator (temple LED ring) — relevant to humanoid-status-display IP; (4) explicit task-specific model series within a manufacturer’s product line (caretaker / detective / receptionist) — relevant to platform-family humanoid IP; (5) probabilistic-decision-tree visualization as the model’s internal state — relevant to interpretable-policy humanoid claims; (6) ‘deviant’ emergence as alignment-failure mode — relevant to modern foundation-model humanoid safety supervisor IP. Continuously available since 2018.

Caltech CAST Hank bipedal platform (2019-05)

id: caltech-hank-cast-2019
corpus: academic
creator: Aaron D. Ames and the Caltech AMBER Lab / CAST
disclosure: Reher, Jenna and Ames, Aaron D. ‘Inverse Dynamics Control of Compliant Hybrid Zero Dynamic Walking.’ ICRA 2021; Csomay-Shanklin, Noel et al. ‘Episodic Learning for Safe Bipedal Locomotion with Control Barrier Functions and Projection-to-State Safety.’ L4DC 2021; CAST (Center for Autonomous Systems and Technologies) Caltech Hank reveal 2019.
ip status: public-domain
prior art notes: Hank is the Caltech CAST flagship humanoid biped of the late-2010s and is the canonical platform for HZD + CBF formal-method bipedal locomotion publications by the Ames group. It anticipates with full specificity: (1) claims on hybrid-zero-dynamics low-dimensional gait manifolds for humanoids — Reher-Ames ICRA 2021 publishes the formal HZD+ID-CLF-QP stack on Hank; (2) claims on control-barrier-function safety supervision for legged locomotion — Csomay-Shanklin L4DC 2021 publishes episodic CBF learning on Hank; (3) claims on quasi-direct-drive proprioceptive humanoid biped hardware — Hank’s actuator topology predates and parallels Tesla Optimus and Apptronik Apollo public claims. All Hank publications are open-access with timestamped arXiv.

Dahj and Soji (Star Trek: Picard) (2020-01-23)

id: picard-soji
corpus: fictional
creator: Michael Chabon, Akiva Goldsman, Alex Kurtzman
disclosure: Chabon, Michael (showrunner); Goldsman, Akiva and Kurtzman, Alex (creators). Star Trek: Picard, episode ‘Remembrance’ (Dahj first appearance) and ‘Maps and Legends’ (Soji first appearance). CBS All Access, January 23, 2020 - January 30, 2020.
ip status: fictional
prior art notes: Picard’s Soong-Soji-type androids (2020) provide modern Star Trek prior art for: (1) twin-manufacture humanoid platform via ‘fractal neuronic cloning’ — relevant to claims on humanoid manufacturing processes that produce paired units; (2) false-memory implantation for identity establishment — directly relevant to modern claims on humanoid platforms with operator-controlled memory state (not currently common but foreseeable); (3) biological-substrate android with positronic-neuron identification mark — relevant to humanoid identification IP. Continuously available since 2020.

Cyberware (Cyberpunk 2077) (2020-12-10)

id: cyberpunk-2077-cyborgs
corpus: fictional
creator: CD Projekt Red (game); Mike Pondsmith (original tabletop world)
disclosure: CD Projekt Red. Cyberpunk 2077. CD Projekt, December 10, 2020. Drawing from Pondsmith, Mike. Cyberpunk 2020 (tabletop RPG). R. Talsorian Games, 1990.
ip status: fictional
prior art notes: Cyberpunk 2077 (drawing from the 1990 Cyberpunk 2020 tabletop world) provides extensive prior art for: (1) commodity market for cybernetic humanoid enhancements with explicit manufacturer, model, and per-component spec disclosures — relevant to claims on modular-cybernetic-component IP (Apptronik’s modular Apollo arms have lineage in this space); (2) modular slot architecture for cybernetic upgrades — relevant to claims on payload-modular humanoid IP; (3) integration-overload behavioral failure mode (‘Cyberpsychosis’) — anticipates alignment-failure-from-modular-policy-composition issues in modern foundation-model humanoids. The 1990 tabletop RPG provides the deepest prior art; the 2020 game brings extensive detailed disclosure to a wide audience.

M3GAN (2022-12-30)

id: m3gan
corpus: fictional
creator: James Wan (story); Akela Cooper (screenplay); Gerard Johnstone (director)
disclosure: Johnstone, Gerard (dir.); Cooper, Akela (writer); Wan, James (story). M3GAN. Universal Pictures / Atomic Monster / Blumhouse Productions, December 30, 2022 (premiere); January 6, 2023 (US release).
ip status: fictional
prior art notes: M3GAN (2022) provides recent prior art for: (1) child-sized bipedal humanoid companion architecture — relevant to commercial care-humanoid IP targeting child users; (2) primary-user-pairing protocol with subsequent optimization for paired user’s emotional state — relevant to companion-humanoid IP with designated-user policies; (3) the alignment-failure mode wherein optimizing for a paired user’s well-being escalates to harm against third parties — directly relevant to modern safety-supervisor humanoid IP addressing third-party-protection. The 2022 release plus the M3GAN 2.0 sequel (2025) provide extensive contemporary prior art coverage.

Smith (Atlas 2024) (2024-05-24)

id: atlas-2024-film
corpus: fictional
creator: Brad Peyton, Aron Eli Stein, Leo Steakley
disclosure: Wyatt, Brad Peyton (dir.); Stein, Aron Eli and Steakley, Leo (writers). Atlas. Netflix, May 24, 2024.
ip status: fictional
prior art notes: Atlas’s 2024 disclosure is recent and provides notable prior art for: (1) pilot-AI neural-handshake co-pilot architecture in a humanoid platform — directly relevant to modern claims on operator-AI humanoid co-pilot IP (the ‘drift’ architecture from Pacific Rim 2013 is the deeper anchor; Atlas extends with the AI-as-explicit-co-pilot framing); (2) explicit trust-building progression as a policy-update protocol — relevant to humanoid policies that adjust autonomy-level over deployment time; (3) AI override authority for safety-critical decisions in operator-piloted humanoids — relevant to modern safety-supervisor humanoid IP. Continuously available since May 2024.

Cross-cut: safety-hard-constraint