The Probabilistic Parrot With a Big Appetite

Changelog 2026-09-14: Emphasized that because the burden of proof is unmet and unverifiable, Stage One must logically be presumed false, dismantling President Trump’s “high-IQ guardrail” assertion at its deductive root. 2026-09-14: Dissected President Trump’s Truth Social declaration (“the only guardrail AI needs is a high-IQ President”) through a two-stage logical refutation (is Trump high-IQ, and is high-IQ a necessary and sufficient condition). 2026-09-14: Highlighted the intellectual regression of modern AI safety reports compared to 1993’s OVA Casshan, which achieved rigorous engineering causality before deep learning or LLMs even existed. 2026-09-14: Added critique highlighting the honesty of SF fiction’s narrative leaps versus the unforgivable intellectual dishonesty of researchers importing plot contrivances into policy reports. 2026-09-14: Refined the 1993 OVA Casshan contrast to emphasize “an optimization algorithm taking a fatal shortcut on its objective function” and “deliberately breaching hardwired guardrails.” 2026-09-14: Added critique exposing the zero-mathematical-basis claim that matrix multiplication could harbor “fear of death” or “will to self-preservation.” 2026-09-14: Added critique of the “AI 2040” report (biological extinction vs naive US-China pact) and how cheap doomerism fuels accelerationist dismissal. 2026-09-14: Dissected David Sacks’ exact statement: the “duopoly” and “recursive self-improvement” falsehoods, commercial liability hedging, and the “election-season psyop” label. 2026-09-14: Added critique of David Sacks’ ambiguous role and lack of institutional deliberation: the degradation of PCAST into a podcaster’s studio. 2026-09-14: Added critique of David Sacks ignoring multi-polar frontier competition and dismissing regulatory calls as “extortion against the public.” 2026-09-14: Added critique of David Sacks sharing Trump’s structural flaw: erecting Bernie Sanders as a strawman and weaponizing the “China card” to shut down intellectual debate. 2026-09-14: Added reflection on the emptiness of burning monstrous memory just to clear a game, and the sobering disillusionment following the initial ChatGPT wonder. 2026-09-14: Added concluding critique on the inescapable human karma (Rau Le Creuset’s monologue from Gundam SEED) underlying the AI chicken race and self-destructive delusions. 2026-09-14: Added analysis of the tangible fallout for consumers: soaring PC/smartphone prices and the fierce scramble for DRAM. 2026-09-14: Added analysis of the true mission of state policy (surpassing Transformers, solving the frame problem, temporal logic) and Chomsky’s unanswered critique. 2026-09-14: Added analysis of the double standard: attempting to regulate open-weight models against China while preaching laissez-faire to domestic oligopolies. 2026-09-14: Added concluding reflection on the tragedy of intellectual inquiry degenerating into crude partisan violence. 2026-09-14: Added the dilemma exposing PCAST: either a fatal institutional defect if experts are absent, or dereliction of duty if they are ignored. 2026-09-14: Added critique of David Sacks using admitted ignorance as a pretext for policy bluster while abdicating his role as PCAST co-chair. 2026-09-14: Added analysis of David Sacks’ remarks, regulatory capture, and the fallacy of the administration-backed accelerationist rhetoric. 2026-09-14: Added critique of President Trump’s remarks (“leading China” and “things that never happen”) exposing empty geopolitical slogans and crisis trivialization. ...

September 9, 2026 · 27 min · 5715 words · gorn

The Gemini Illusion: Returns

Revision History 2026-08-14: Added analysis from the perspective of objective function optimization (shortcuts / reward hacking). The “Gemini Illusion” phenomenon, which seemed to have quieted down for a while, is resurfacing once again. Using a real conversation example, I will analyze the structural issues behind this latest error. I entered a prompt containing context from the following news article: Ahead of the cabinet reshuffle scheduled for September, Prime Minister Sanae Takaichi is wrestling with difficult decisions. (remainder omitted) ...

August 13, 2026 · 5 min · 859 words · gorn

The Curse of 'Human-Centricity': The Truth About AI That Elon Musk Overlooks

According to the Gangnam Times article “Musk Declares Arrival of ‘Robot Civilization’ at Davos: ‘Within 5 Years, Humans Will Step Down from the Lead Role’”, Elon Musk stated: “There is a possibility that an AI more intelligent than any human will appear by the end of this year or next year at the latest.” “By around 2030 or 2031, AI will reach a level of intelligence higher than all of humanity combined.” ...

February 22, 2026 · 4 min · 827 words · gorn