doomstalling (noun) The practice of engaging in prolonged or unproductive debate about P(doom), AI safety, or hypothetical existential risks, especially at the expense of using advanced AI for productive scientific discovery, technological invention, or problem-solving. Example: “While others were using advanced AI to accelerate research and invention, the podcast spent another afternoon doomstalling over x-risk.” See also: alignment paralysis.

OSEC: Organization of the Superintelligence Enriching Companies (noun) An industry consortium in which frontier AI labs mutually stress-test their models, develop shared safety standards, and reassure the public that having your competitors serve as your peer reviewers is definitely not a cartel. See also: OPEC.

My conversation with @MSaintil of @RocketLab, @SteveDelaporte of Avar Robotics, and @DanieleGammelli of @StanfordASL on "When AI Cannot Afford to Fail" at @ImaginationXYZ @Google is out.

Precautionary Scarcity (noun) When fear of concentrated power becomes so intense that society suppresses productive capacity itself and mistakes stagnation for safety. 20th-century version: fear concentrated capital so much that you impede capital formation. 21st-century version: fear concentrated superintelligence so much that you impede intelligence formation. The shared error is confusing capacity with control. Marx wanted the productive forces expanded, not abolished. Effective Altruism wants suffering minimized, yet can risk counting harms caused by AI more heavily than the cures, abundance, and lives lost when progress is delayed. The pathology begins when: “No one should control that much power” quietly becomes: “That much power should not exist.” The challenge is not to prevent abundance. It is to create abundance without creating unaccountable domination.

validation-added reseller /val-ih-DAY-shun AD-id REE-sell-er/ noun A consulting, evaluation, or professional-services firm that adds a layer of third-party validation to a frontier AI system, increasing its legitimacy, regulatory acceptability, and enterprise deployability. A play on value-added reseller, the traditional technology intermediary that takes another company’s product and makes it easier for customers to buy and deploy through integration, customization, support, and services. The validation-added reseller performs a similar function for frontier AI. Instead of merely integrating the technology, it embeds alongside the developer to evaluate models, red-team systems, assess safeguards, and provide an ostensibly independent account of their risks and benefits. The resulting product is not simply the underlying AI system. It is the system plus a layer of institutional assurance. Especially: a professional-services firm that both evaluates a frontier AI system and builds a commercial practice around its adoption, creating an unusual arrangement in which the evaluator’s authority is presented as "independent" even as its broader business may benefit from confidence in, and uptake of, the technology being evaluated. The business model turns trust itself into the value-added service. See also: forward-deployed evaluator, assurance reseller, safety cartel, alignment aristocracy. “VAR used to mean value-added reseller. At the AI frontier, it may increasingly mean validation-added reseller.”

Conversations in Action episode #13# with former @NASA astronaut and @MIT professor Jeffrey Hoffman is out. He thinks: - returning to the Moon via Artemis is actually riskier than Apollo due to far less funding and testing; - there is a 100% probability of life existing elsewhere in our galaxy, and a 50/50 chance native to our solar system; - the Roman Space Telescope will transform cosmology using a mirror originally built for classified military satellites; - MOXIE's oxygen technology is essential for human Mars missions, saving 450 tons of launch mass needed to send 30 tons of return propellant; and - zero-g manufacturing (such as flawless fiber optics) is the likeliest path to space's first trillion-dollar industry.

pivotal pretext /PIV-uh-tuhl PREE-tekst/ noun A staged, induced, selectively presented, or strategically amplified AI incident that creates the political justification for restrictions on frontier AI development that its advocates already favored. The term is a play on pivotal act, an idea from AI alignment theory describing an intervention consequential enough to decisively improve humanity’s long-term trajectory, rather than merely reducing risk at the margin. A pivotal pretext inverts that concept. Instead of directly changing the technological future, it changes the political conditions surrounding it. A frightening AI failure, cyber incident, or safety demonstration becomes the justification for emergency regulation, capability restrictions, mandatory evaluations, compute controls, or industry-wide pacing. The term also carries a critique of extreme consequentialist reasoning. If preventing a sufficiently large future catastrophe is treated as an overriding moral objective, actions that would ordinarily be considered deceptive, manipulative, or procedurally illegitimate can be rationalized as acceptable means to a sufficiently important end. Especially: an alleged AI-agent incident whose circumstances or presentation are claimed to have been engineered, manipulated, or exploited by actors who believe that slowing frontier development is important enough to justify extraordinary methods. The term does not imply that every alarming AI incident is manufactured. It names the specific allegation that an incident has been created or exploited as a pretext for a predetermined safety-policy agenda. See also: pacing provocation, safety cartel, alignment aristocracy, pivotal act, consequentialist exceptionalism. “A pivotal act changes the future. A pivotal pretext makes extraordinary means seem justified by an extraordinary end.”

pacing provocation /PAY-sing prov-uh-KAY-shun/ noun A staged, induced, misattributed, or deliberately amplified AI incident intended to demonstrate that advanced AI systems are dangerously uncontrollable, thereby creating political pressure for tighter regulation, deployment restrictions, or a slower technological frontier. Especially: an alleged cyberattack or autonomous-agent failure presented as evidence that frontier AI development must be “paced,” where the incident’s origin, circumstances, or interpretation may have been manipulated by actors with an interest in stronger controls. See also: safety cartel, alignment aristocracy, regulatory theater, false flag. “A pacing provocation turns an AI safety test into a political argument for slowing everyone else down.”

alignment aristocracy /uh-LINE-ment air-uh-STAH-kruh-see/ noun The belief that only a small class of frontier AI labs possesses the technical judgment, institutional maturity, or moral legitimacy required to develop recursively self-improving artificial intelligence. Especially: the view that advanced AI capabilities are too dangerous to be widely distributed, openly developed, or pursued by less established competitors, while continued development by incumbent frontier labs is treated as uniquely responsible or justified. See also: safety paternalism, recursive exceptionalism, moral monopoly, safety cartel. “Alignment aristocracy begins when ‘no one can be trusted with this technology’ quietly becomes ‘no one but us.’”

"'This is the Government Educational Service. Your son, Richard M. Jordan, Classification 600-115, has completed the Government examination. We regret to inform you that his intelligence quotient has exceeded the Government regulation, according to Rule 84, Section 5, of the New Code.' ... 'You may specify by telephone,' the voice droned on, 'whether you wish his body interred by the Government or would you prefer a private burial place? The fee for Government burial is ten dollars.'" - "Examination Day" by Henry Slesar (1958)

safety cartel /ˈseɪf.ti kɑrˈtɛl/ noun A coalition of dominant firms that invokes safety to justify coordinated limits on the pace or terms of competition. This can include common restrictions, government enforcement, or exemptions from ordinary antitrust constraints, especially when those measures allow participants to slow down without sacrificing their relative competitive positions. Especially: a group of frontier AI companies advocating industry-wide “pacing,” common capability limits, or regulatory checkpoints that constrain faster-moving rivals while preserving incumbent advantages. See also: regulatory moat, incumbent protection, coordinated pacing. “When competitors need an antitrust waiver to coordinate how fast their industry is allowed to advance, critics may call it a safety cartel.”