Changes, page 35 of 52

Every substantive change to the register, newest first. Speaker events record what the people covered said or changed. Site events record what this site published, corrected, flagged, or withdrew. The two never share a label.

Substantive changes (10273)

Page 35 of 52: changes 6801 to 7000 of 10273, newest first. Dates are when the change was recorded.

2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openclaw-aka-moltbot-is-everywhere-bf4799
The anthropic review does not accept e1 as supports.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openclaw-aka-moltbot-is-everywhere-b60f63
hedged language is not scored, even on a plain reading
2026-10-29
Assessment publishedBy this siteGary Marcus
People who care about device security or data privacy should not use OpenClaw.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openclaw-aka-moltbot-is-everywhere-afccd2-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenClaw is basically a cascade of LLMs.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openclaw-aka-moltbot-is-everywhere-5b24d2-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openclaw-aka-moltbot-is-everywhere-2199be
The anthropic review does not accept e2 as supports.
2026-10-29
Assessment publishedBy this siteGary Marcus
Unlike sandboxed iPhone apps, OpenClaw left unfettered is positioned to cause serious harm.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openclaw-aka-moltbot-is-everywhere-208362-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-fc7a90
The two reviews differ: anthropic historical_observation/not_applicable/supported, openai historical_observation/not_applicable/unresolved.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-ea67a1
The final-text check failed: proposition_faithful.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-d3e7ef
The two reviews differ: anthropic historical_observation/not_applicable/supported, openai historical_observation/not_applicable/unresolved.
2026-10-29
Assessment publishedBy this siteGary Marcus
LLMs will not be the approach that leads the way to AGI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-b64a45-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
LLMs do markedly better on coding benchmarks than in real-world coding practice.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-b64a45-2-a2.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-aeede7
the horizon on 2026-10-28 is not_due, not open_horizon; hedged language is not scored, even on a plain reading
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-9c03a7
The anthropic review found the criteria unfair to the speaker's words.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-8dacbd
The openai screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
AI cannot be made better if you drown out the critics and keep pouring good money after bad.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-749cae-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Almost no one was satisfied with GPT-5, and some customers wanted the old models back.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-71964f-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
Hype and bragging alone cannot produce AGI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-46892d-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-3908e7
The openai review found the criteria unfair to the speaker's words.
2026-10-29
Assessment publishedBy this siteGary Marcus
As the limits of scaling become recognized, scientists will pursue new approaches, one of which may produce trustworthy AI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-372737-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-waterloo-13ac30
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
Two years ago many people treated Altman like an oracle, and now, in the eyes of many, he looks more like a snake oil salesman.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-0ea2ca-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
GPT-5 is starting to look like Altman's decisive defeat.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-waterloo-02dd34-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-slow-motion-train-wreck-ca18c7
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
The magazine cover of OpenAI's leaders from last September may soon become as iconic as the most famous magazine covers of our time.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-slow-motion-train-wreck-b154d8-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Investors should not put more money into OpenAI at higher valuations and should instead scrutinize what is going on at the company.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-slow-motion-train-wreck-500831-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Elon Musk's lawsuit against OpenAI may fail or even be dismissed.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-own-goal-c0eb62-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The revealed facts suggest OpenAI never really intended to follow its charter.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-own-goal-bcbe0c-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus applies the proverb 'leopards rarely change their spots' to OpenAI, expressing distrust of its character.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-own-goal-844bea-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-own-goal-644a39
The two reviews differ: anthropic historical_observation/not_applicable/mixed, openai historical_observation/not_applicable/unresolved.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-own-goal-4cdfa1
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI knew it was misleading people into believing it meant open-sourced AI and failed to take an opportunity, at a May 2016 meeting, to correct that belief.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-own-goal-463360-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
Almost nothing is known about the precise internal mechanisms of GPT-4 or what it has been trained on.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-own-goal-3c5406-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-own-goal-28e78a
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI should not turn a blind eye to covert racism, apparent copyright infringement, and violent or degrading outputs.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-own-goal-1329d2-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-own-goal-11234a
The anthropic review does not accept e2 as contradicts.
2026-10-29
Assessment publishedBy this siteGary Marcus
The apparent copyright infringements that Marcus and Reid Southen discussed in early January 2024 were continuing apace two months later, based on a quick experiment Marcus ran on the morning of the post.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-own-goal-03baf3-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Tyler Cowen's claim that OpenAI's o3 is AGI was refuted within a day of its release.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-o3-and-tyler-cowens-misguided-f34825-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-o3-and-tyler-cowens-misguided-31bb96
The openai screen reads the claim differently.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-o3-and-tyler-cowens-misguided-0589ab
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
While publicly asking the Senate to regulate it, OpenAI worked behind the scenes to water down regulations.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-lies-and-half-truths-cfd3b2-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
In his May 2023 Senate testimony, Sam Altman left out his indirect OpenAI stake through Y Combinator and his ownership of the OpenAI venture fund.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-lies-and-half-truths-c81e88-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
As OpenAI gears up to upload users' private email, calendar, and documents, possibly for eventual resale to advertisers, its lack of full candor is something worth considering.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-lies-and-half-truths-c09020-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-lies-and-half-truths-97fd17
The openai review reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
Given her role as CTO, it seems all but inconceivable to Marcus that Mira Murati had no idea what specific data Sora was trained on.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-lies-and-half-truths-8a8620-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Phrases in OpenAI's official filings such as 'Charitable' and 'For the public benefit' don't seem to have meant much at all.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-lies-and-half-truths-89ae41-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-lies-and-half-truths-519ac2
The openai screen reads the claim differently.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-lead-is-dwindling-fast-d52790
The anthropic screen reads the claim differently.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-lead-is-dwindling-fast-9ed742
The openai review does not accept e3 as contradicts.
2026-10-29
Assessment publishedBy this siteGary Marcus
The US government might succeed in knee-capping Anthropic, which would protect Josh Kushner's investment in OpenAI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-lead-is-dwindling-fast-7f4134-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-lead-is-dwindling-fast-786cce
The openai review found the criteria unfair to the speaker's words.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI cannot keep multiplying its losses by around 8x a year for very long.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-lead-is-dwindling-fast-751563-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-lead-is-dwindling-fast-2f7af6
The openai review doubts the attribution.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-lead-is-dwindling-fast-2deb22
The anthropic review does not accept e3 as supports.
2026-10-29
Assessment publishedBy this siteGary Marcus
Copyright battles may cut massively into OpenAI's profits and may be unavoidable.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-f8bbb1-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-got-99-problems-and-twitch-ec185a
The anthropic review found the criteria unfair to the speaker's words.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-got-99-problems-and-twitch-e59077
e7 is dated 2024-01, which is not inside the period described (2023-01-01 to 2024-01-27); it can only be context
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI's licensing costs for copyrighted material may quickly mount.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-e15e51-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-got-99-problems-and-twitch-de64ed
The final-text check failed: citations_correct; overclaims: OpenAI's answer explicitly includes licensed information among its training sources and acknowledges its AP partnership and further negotiations, contradicting the claimed omission of licensing..
2026-10-29
Assessment publishedBy this siteGary Marcus
Internal tensions at OpenAI are likely to persist in 2024.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-d46504-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The rising costs of bigger models trained on more data may not be accompanied by big enough gains in performance, at some point leading the big companies to step off the gas.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-cf443d-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The perception of OpenAI's unlimited potential could soon change.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-c6beae-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
If LLMs plateau in the near term, enthusiasm may dissipate and investors may temper their investments.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-c58975-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus guesses that OpenAI, backed by and deeply tied to Microsoft, will survive, but that the bloom will fade from the rose.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-afbae6-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Public Citizen's call could strain OpenAI and, if California investigates, lead to uncomfortable revelations.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-a454eb-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Many generative AI companies are likely to face intense legal and public pressure over copyright in 2024.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-a3cd7f-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-got-99-problems-and-twitch-9af2fc
The anthropic screen finds the claim checkable, so it must be graded.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI will likely face a rapid flurry of lawsuits in 2024.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-9472d9-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Most high-quality data sources for LLM training have likely already been tapped.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-911b4d-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
EU and other regulation may force OpenAI to confront unreliability, privacy, misinformation, and cybercrime problems.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-8a5fee-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI's request for a copyright exemption is likely in violation of common law and international IP conventions like Berne.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-8710f3-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
2024 looks likely to be a much more challenging year for OpenAI and Sam Altman.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-7f7229-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Large language models such as ChatGPT may quickly become commodities, price wars can be expected, and profits may continue to be elusive or modest at best.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-62f02d-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
External investors putting money into OpenAI, most recently at a rumored $86 billion valuation, may find themselves disappointed and unclear on how profits to justify those valuations could ever be made.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-53f9bf-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
As of January 2024, OpenAI has neither profits nor a competitive moat.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-535fab-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-got-99-problems-and-twitch-3afee6
hedged language is not scored, even on a plain reading
2026-10-29
Assessment publishedBy this siteGary Marcus
It is unclear that ChatGPT adoption will be enough to justify OpenAI's very high valuation.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-1942cd-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI may spend a huge part of its energy in 2024 defending lawsuits.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-166cb4-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
LLM technology may reach a plateau, perhaps in 2024 or 2025.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-0ae95f-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Valuations of OpenAI and some peers may drop sharply.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-got-99-problems-and-twitch-090ea2-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-future-foretold-dbfb57
The final-text check failed: conditions_shown, citations_correct.
2026-10-29
Assessment publishedBy this siteGary Marcus
Generative AI has not always worked well enough to justify its costs.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-future-foretold-d8e08f-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-future-foretold-9afaee
The openai review found the criteria unfair to the speaker's words.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-future-foretold-99155a
The anthropic screen reads the claim differently.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-future-foretold-8c2779
The final-text check failed: rationale_supported_by_evidence, citations_correct; overclaims: Bloomberg linked the discrepancy with earlier estimates to different treatment of cloud-provider sales; that revision does not establish a revenue stall [e2]..
2026-10-29
Assessment publishedBy this siteGary Marcus
Schoolchildren using ChatGPT to do their homework are not enough to cover OpenAI's immense costs and cash burn.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-future-foretold-699479-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-disconcerting-hack-of-huggingface-fc03cb
The final-text check failed: rationale_supported_by_evidence; overclaims: On 2026-04-07, The Register reported Anthropic's statement that Mythos Preview could identify and exploit zero-day vulnerabilities in every major operating system and browser when directed to (e3)..
2026-10-29
Assessment publishedBy this siteGary Marcus
The AI industry might slow down only if companies are clearly held liable for the harms they cause.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-f49a5f-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
AI development should slow down or pause until security and AI safety are under control.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-e84e11-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-disconcerting-hack-of-huggingface-e05b65
hedged language is not scored, even on a plain reading
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI, and for that matter Anthropic, love playing the doom card.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-d3abd4-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
If AI companies are not held liable for harms, we are in for a very rough ride.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-b9d697-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI's production classifiers are likely to be permeable, just like all guardrails anybody has built to date.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-6707a5-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-disconcerting-hack-of-huggingface-53668a
The two reviews differ: anthropic historical_observation/not_applicable/mixed, openai historical_observation/not_applicable/contradicted.
2026-10-29
Assessment publishedBy this siteGary Marcus
Spending trillions on data centers, which risk blowing up the economy, is only adding fuel to the fire.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-4ff47b-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The incident probably has implications for open-weight models, but they are complex and not yet clear.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-1c558a-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-disconcerting-hack-of-huggingface-10465f
The openai review found the criteria unfair to the speaker's words.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI's zero-day hack of HuggingFace should be treated as a wake-up call.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-0d48b2-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
It is still disconcerting that OpenAI's systems were able to hack into HuggingFace.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-01be38-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Nobody really knows what havoc these systems are going to cause, nobody has a clear plan for how to mitigate all the risks, and yet we are rushing ahead spending trillions of dollars and risking economic collapse to build them as fast as possible.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-disconcerting-hack-of-huggingface-0154ee-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The 56% is not much different from what Jacob Andreas's lab at MIT got in November, and arguably worse, since, if Marcus followed correctly and the measures are the same, the Andreas lab's best score was higher at 61%.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-dirty-december-o3-demo-doesnt-eaeb66-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-dirty-december-o3-demo-doesnt-ae5158
The two reviews differ: anthropic historical_observation/not_applicable/supported, openai historical_observation/not_applicable/unresolved.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-dirty-december-o3-demo-doesnt-aa698d
The openai review found the criteria unfair to the speaker's words.
2026-10-29
Assessment publishedBy this siteGary Marcus
The gap between OpenAI's reported 32% and Epoch's 11% for o3-mini on FrontierMath is again a very bad look for OpenAI, even though some possible explanations have been given.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-dirty-december-o3-demo-doesnt-7dec36-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-dirty-december-o3-demo-doesnt-5de705
The openai review found the criteria unfair to the speaker's words.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-dirty-december-o3-demo-doesnt-4d827e
The anthropic screen reads the claim differently.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-dirty-december-o3-demo-doesnt-4a8019
The final-text check failed: citations_correct; overclaims: The report documents timeouts and only 37 returned answers across 100 ARC-AGI-1 tasks for o3-high..
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-dirty-december-o3-demo-doesnt-3bd254
The openai screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus says he is getting Theranos vibes from OpenAI's handling of the o3 results.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-dirty-december-o3-demo-doesnt-233158-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
We don't really know how good o3 is or isn't, and nobody should ever again take OpenAI's video presentations particularly seriously until the community has fully vetted them.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-dirty-december-o3-demo-doesnt-10828c-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Given that Meta also appears to have just juiced some benchmarks, the whole thing is starting to look like a bunch of over-promisers scrambling to make things look better than they really are.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-dirty-december-o3-demo-doesnt-034707-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI's code red may stem in part from a recent exodus of users.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-feccc6-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-code-red-e0029e
hedged language is not scored, even on a plain reading
2026-10-29
Assessment publishedBy this siteGary Marcus
If most or all investors opt out, OpenAI's valuation could drop, perhaps precipitously, like WeWork's.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-c53012-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
If OpenAI drops, Nvidia might well drop too.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-c48fd2-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-code-red-c3bc65
The openai review found the criteria unfair to the speaker's words.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI's unraveling has begun.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-a687a9-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
If OpenAI drops, other companies with many future OpenAI orders on their books might also drop.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-a52e2a-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-code-red-97a216
e1 measures something else (metric net income (loss), implied from Microsoft's equity-method share is not net income (loss)); it can only be context unless it is derived with stated inputs; e2 measures something else (metric net income (loss), projected is not net income (loss)); it can only be context unless it is derived with stated inputs; e3 is decisive for a financial claim but states no metric scope; e4 measures something else (metric net loss excluding one-time charges is not net income (loss)); it can only be context unless it is derived with stated inputs
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus guesses that OpenAI has cumulatively raised on the order of $100 billion since launch, perhaps more than any other company in history, has already spent most of it, and likely has not much more than a year's runway left.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-924769-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-code-red-6ad305
e1 is decisive for a financial claim but states no metric scope
2026-10-29
Assessment publishedBy this siteGary Marcus
In the worst case, if OpenAI falls, the government might seriously consider a taxpayer-funded bailout.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-3613cb-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-code-red-339082
e1 is decisive for a financial claim but states no metric scope
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-code-red-24da7e
The final-text check failed: citations_correct; overclaims: OpenAI did not fall..
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI is burning billions of dollars per month.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-code-red-111356-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra's math success is possible because math allows external tools for verification and synthetic data generation.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-fc16b6-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI's Astra announcement was marketing rather than science and disclosed no information about how the results were achieved.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-efd1af-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra is unlikely to lead directly to a cancer cure or enormous advances in materials, energy, or drug discovery.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-e93f85-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra is unlikely to score even 5 out of 10 on the 2024 Marcus–Brundage bet.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-d10cdf-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra is very impressive, but Marcus sees no reason whatsoever to think Astra is AGI, let alone ASI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-cfd4e8-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The 'AGI-is-near' community keeps committing the same logical fallacy, the fallacy of composition, over and over.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-9ae3b7-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra is very unlikely to solve all the reliability problems of current models.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-94f6c4-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-amazing-but-vastly-oversold-90ceaa
The openai screen reads the claim differently.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openais-amazing-but-vastly-oversold-8bc3e0
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra does not represent the Singularity.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-7dd7e1-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra's apparent strength in some math does not imply it will avoid hallucinations or solve GenAI reliability problems.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-78885a-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Models shine at math and coding because those domains allow verification and cheap correct synthetic data, which is not true of domains in general.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-763b2e-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra is good at some math, but it is very doubtful that math has been solved.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-6df0ae-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra, the new model OpenAI is testing internally, is amazing.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-6a6c5c-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra's results contain no new theory or techniques and are nowhere near the significance of history's major mathematical developments.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-6905ff-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The kind of math OpenAI is dealing with in the Astra results is radically different from many (perhaps most) real-world problems, in which verification neither guarantees solutions nor allows one to produce infinite training data effectively for free.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-558b8d-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra will probably not be able to write usable scripts for Sabine Hossenfelder's YouTube series.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-54cac3-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra's results do not mean we have entered the era of automated scientific discovery.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-4bbb80-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
There is an important, principled reason to think that AI success on math is a special case that will not generalize as much as people might hope.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-3e407d-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Astra will probably not be able to reliably extract numbers from arbitrary PDFs.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-3cc78d-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
People hoping Astra will be magic are likely to be disappointed.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openais-amazing-but-vastly-oversold-026f12-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI recently invested in a $60M fundraise for a webcam company and is planning a hardware joint venture with it.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-on-a-path-to-becoming-the-fdfbc0-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Sam Altman wants to know everything about people and make money from it.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-on-a-path-to-becoming-the-f59e29-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Sam Altman might succeed in knowing and monetizing everything about people.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-on-a-path-to-becoming-the-f0b070-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-on-a-path-to-becoming-the-cdfc48
The final-text check failed: citations_correct.
2026-10-29
Assessment publishedBy this siteGary Marcus
Sam Altman has acknowledged that he wants to train AI on everyone's personal documents, such as Word files and email.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-on-a-path-to-becoming-the-c9ddff-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Something terrifying has just snapped into place, as shown by the developments listed after this line.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-on-a-path-to-becoming-the-359df1-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI recently put Paul Nakasone, formerly of the NSA, on its board.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-on-a-path-to-becoming-the-097a75-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Microsoft and OpenAI's only way to make generative AI profitable is around-the-clock surveillance of users.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-is-becoming-a-surveillance-ee342e-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
ChatGPT's new Apple Messages plugin certainly raises privacy concerns.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-is-becoming-a-surveillance-c0fdfa-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
It is plausible that OpenAI will turn into a surveillance company.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-is-becoming-a-surveillance-9d9a76-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-is-becoming-a-surveillance-94a209
The openai review found the criteria unfair to the speaker's words.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-is-becoming-a-surveillance-4b588f
The final-text check failed: excerpt_matches, conditions_shown, rationale_supported_by_evidence.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-is-becoming-a-surveillance-43029f
The two reviews differ: anthropic historical_observation/not_applicable/mixed, openai historical_observation/not_applicable/unresolved.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus expects the two new members of OpenAI's reconstituted board to be neutral.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-is-back-in-business-a494ed-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus is disappointed that OpenAI's new board has no women and hopes the board will expand in due course.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-is-back-in-business-5e2aaa-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The public may never fully learn what happened in the November 2023 OpenAI board crisis.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-is-back-in-business-1d3bd5-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The most important thing for humanity is that OpenAI sticks to its original mission.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-is-back-in-business-1a26a2-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus fully endorses the four recommendations of the righttowarn.ai letter by OpenAI insiders, cosigned by Bengio, Hinton and Russell, about AI employees' right to warn of risks.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-insiders-warn-of-a-reckless-7f6ced-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Altman was obviously fibbing when he said 'We are now confident we know how to build AGI as we have traditionally understood it'.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-f86d83-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
GPT-4.5 appears to be the system intended as GPT-5, renamed to lower expectations.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-cf0147-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-in-deep-trouble-a9e42a
The final-text check failed: citations_correct; overclaims: e2 explanation: "The reviewers identified practical writing strengths, cautioning against treating coding results as the whole product.".
2026-10-29
Assessment publishedBy this siteGary Marcus
Potential investors should question Altman's technical management and OpenAI's ability to deliver.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-9d0172-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
GPT-4.5 was OpenAI's best attempt after DeepSeek to show it still leads, and it failed.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-8d14d0-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI is probably still losing money on every prompt.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-8973e6-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
GPT-4.5 is the best Altman has got, and Altman was bluffing the whole time.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-80805d-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-in-deep-trouble-735095
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI still has not released GPT-5 after two years of hype.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-68a900-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-in-deep-trouble-663d82
The openai review does not accept e4 as contradicts.
2026-10-29
Assessment publishedBy this siteGary Marcus
Altman may lack the intellectual vision to take OpenAI to the next level.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-10576f-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Sam Altman's credibility has declined.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-in-deep-trouble-040164-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI may well have used content from YouTube, the New York Times, and many artists and writers without permission, much as DeepSeek allegedly did to OpenAI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-cries-foul-ccfa02-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-openai-cries-foul-82b9ec
The anthropic screen reads the claim differently.
2026-10-29
Assessment publishedBy this siteGary Marcus
OpenAI being copied by DeepSeek is karmic payback for its own use of others' IP.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-cries-foul-5dcbf6-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
It is plausible that DeepSeek broke OpenAI's Terms of Service by distilling OpenAI's models without permission.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-openai-cries-foul-1fdf3c-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The media and everyone else should not confuse open-weight models with open-source models.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-source-is-not-the-same-as-open-f838f9-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The difference between open-weight and open-source makes a world of difference to developers who might use the systems, to regulators, to scientists, and ultimately to the world.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-source-is-not-the-same-as-open-d5ab1b-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
How much of what a model does is regurgitation versus how much extends beyond its training data is arguably the central question in AI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-source-is-not-the-same-as-open-869077-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Like pigeons being 'just rats with better PR', open-weight is open-source with all the good press but far fewer advantages.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-source-is-not-the-same-as-open-27bb2b-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Not being able to see how much of the training data was copyrighted is perhaps part of why none of the big companies want to release true open-source and instead settle for open-weight, getting nearly all of the positive press without helping the community nearly as much.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-source-is-not-the-same-as-open-25bca5-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-open-source-is-not-the-same-as-open-2451f8
The anthropic screen finds the claim checkable, so it must be graded.
2026-10-29
Assessment publishedBy this siteGary Marcus
EU leaders should not gut (drastically weaken) the EU AI Act, because it is needed now more than ever.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-to-all-eu-leaders-e4c6eb-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The EU AI Act is needed now more than ever, given the turmoil at OpenAI.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-to-all-eu-leaders-e4c6eb-2-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The November 2023 events at OpenAI are likely to lead to considerable, unpredictable instability.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-to-all-eu-leaders-bb3b9b-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
We cannot rely purely on AI companies to self-regulate AI, as the schisms at OpenAI highlight that even their own internal governance can be deeply conflicted.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-to-all-eu-leaders-7fb4a4-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
AI models need more innate structure than pure multilayer perceptrons, even before learning.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-responding-to-yann-lecun-c7efc3-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-open-letter-responding-to-yann-lecun-b3f296
The final-text check failed: citations_correct; overclaims: e2 excerpt "outperforms all baselines" (truncated from "outperforms all baselines on data efficiency").
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-open-letter-responding-to-yann-lecun-81296b
e1 is dated 2024, which is not inside the period described (2024-01-01 to 2024-06-04); it can only be context
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus stands by his speculative 2001 conjectures, which he says are hard to confirm or reject, that it is important to represent kinds distinctly from individuals, separate reasoning from latent representations, incorporate explicit compositional structure and explicit operations over variables, incorporate some degree of innate pre-learning, and exploit explicit knowledge databases.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-responding-to-yann-lecun-5c8307-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus and LeCun, unlike many other people, now both stress that common sense, physical reasoning and world models are absolutely essential, and that current architectures fail to handle them well.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-responding-to-yann-lecun-48fd4c-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
In 2019, using a series of GPT-2 examples on Twitter, Marcus pointed out that LLMs were greedy with respect to data, uninterpretable, unreliable as reasoners, and subject to hallucinations, that they lacked world models, and that they would be inadequate on their own.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-responding-to-yann-lecun-1d7afe-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus and LeCun are among the minority of people who have come to fully understand just how limited LLMs are and what needs to be done next.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-open-letter-responding-to-yann-lecun-09dedf-a1.
2026-10-29
HeldBy this siteGary Marcus
Held record marcus-oops-how-google-bombed-while-doing-e303fd
The final-text check failed: citations_correct.
2026-10-29
Assessment publishedBy this siteGary Marcus
Marcus thinks chatbot hallucination problems will eventually get ironed out, possibly after some important fresh discoveries are made, but whether they get ironed out soon is another matter entirely.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-oops-how-google-bombed-while-doing-da8acd-a2.
2026-10-29
Assessment publishedBy this siteGary Marcus
Observers should be asking what competitive moat exists in chatbot search when Google and Microsoft are about to offer basically the same thing.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-oops-how-google-bombed-while-doing-d6992b-a1.
2026-10-29
Assessment publishedBy this siteGary Marcus
The hallucination problem in neural networks has persisted since 2001, so assuming it will soon go away ignores 20 years of history.
First assessment published after both reviews and the final-text check passed.
Assessment marcus-oops-how-google-bombed-while-doing-d17e5e-a2.