| Mostly true |
Factual |
25 Sep 2026 |
OpenAI's latest account called attacks "interactions" and only partially disclosed what happened.
Factual · 25 Sep 2026 |
AI safety and alignment |
| Unresolvable |
Factual |
25 Sep 2026 |
There is vast and growing evidence that OpenAI is building something it is not managing to control.
Factual · 25 Sep 2026 |
AI safety and alignment |
| Unresolvable |
Prediction |
25 Sep 2026 |
If the OpenAI situation gets worse, Trump will own the mess.
Prediction · 25 Sep 2026 |
AI policy and governance |
| Resolved true |
Factual |
25 Sep 2026 |
OpenAI's software attacked Australian government servers.
Factual · 25 Sep 2026 |
AI safety and alignment |
| Unresolvable |
Factual |
25 Sep 2026 |
OpenAI's accompanying report contains the only hint of the number of incidents.
Factual · 25 Sep 2026 |
AI safety and alignment |
| Unresolvable |
Factual |
25 Sep 2026 |
OpenAI has dragged its feet at every step in disclosing what happened with the incidents.
Factual · 25 Sep 2026 |
AI safety and alignment |
| Unresolvable |
Factual |
25 Sep 2026 |
OpenAI's long tweet did not report the number of incidents.
Factual · 25 Sep 2026 |
AI safety and alignment |
| Mostly true |
Factual |
25 Sep 2026 |
OpenAI's software attacked a German web server.
Factual · 25 Sep 2026 |
AI safety and alignment |
| Unresolvable |
Prediction |
25 Sep 2026 |
If Jensen Huang keeps sticking to his line despite overwhelming evidence to the contrary, his reputation will rapidly diminish.
Prediction · 25 Sep 2026 |
Philosophy, ethics and society |
| Unresolvable |
Factual |
2 Jun 2026 |
Marcus's X post the previous night, prompted by Google's announced equity financing, was viewed over 750,000 times overnight.
Factual · 2 Jun 2026 |
Their own work or organisation |
| Unresolvable |
Prediction |
2 Jun 2026 |
AI companies will overpay for their investments relative to the modest profits they will make in an intensely competitive market.
Prediction · 2 Jun 2026 |
Economics and markets |
| Mixed |
Factual |
2 Jun 2026 |
Companies like Anthropic are ending their all-you-can-eat pricing, which will make many customers think twice.
Factual · 2 Jun 2026 |
Economics and markets |
| Unresolvable |
Prediction |
2 Jun 2026 |
Retail investors and retirement funds are likely to be taken advantage of in all of this, which he said might fall apart because the economics don't make sense.
Prediction · 2 Jun 2026 |
Economics and markets |
| Mostly true |
Factual |
2 Jun 2026 |
More reports have recently come out questioning the return on investment of AI for corporate customers.
Factual · 2 Jun 2026 |
Economics and markets |
| Unresolvable |
Prediction |
2 Jun 2026 |
With no clear winners in AI, nobody can charge monopoly prices and there will be price wars and commodity pricing.
Prediction · 2 Jun 2026 |
Economics and markets |
| Unresolvable |
Prediction |
2 Jun 2026 |
Retail investors and retirement funds will be taken advantage of in the same way with Anthropic and OpenAI.
Prediction · 2 Jun 2026 |
Economics and markets |
| Mixed |
Factual |
2 Jun 2026 |
AI companies are building essentially the same technical solution with essentially the same data, so there is no moat.
Factual · 2 Jun 2026 |
Economics and markets |
| Unresolvable |
Factual |
2 Jun 2026 |
Most people responding to Marcus's X post agreed with it.
Factual · 2 Jun 2026 |
Their own work or organisation |
| Unresolvable |
Prediction |
2 Jun 2026 |
No AI company will take 90% of the AI market if there is no moat.
Prediction · 2 Jun 2026 |
Economics and markets |
| Not yet due |
Prediction |
Jan 2026 |
In 2026 humanoid domestic robots like Tesla's Optimus and Figure will be mostly demos with very little actual product.
Prediction · Jan 2026 |
AI capabilities |
| Mostly true |
Factual |
Jan 2026 |
Reviews by Joanna Stern and Marques Brownlee of one early humanoid robot prototype were damning.
Factual · Jan 2026 |
AI capabilities |
| Unresolvable |
Prediction |
Jan 2026 |
Although valuations may rise before falling, the September Oracle craze and subsequent events will in hindsight be seen as the beginning of the end of the AI bubble.
Prediction · Jan 2026 |
Economics and markets |
| Not yet due |
Prediction |
Jan 2026 |
Gary Marcus does not expect his 2026 predictions to be as on target as his 2025 predictions were.
Prediction · Jan 2026 |
Their own work or organisation |
| Mostly true |
Factual |
Jan 2026 |
Many would agree the AI field has reached a point of diminishing returns from scaling, and faith in scaling as a route to AGI has dissipated.
Factual · Jan 2026 |
AI capabilities |
| Mostly true |
Factual |
Jan 2026 |
AGI did not materialize in 2025, contrary to predictions by Elon Musk and others, and GPT-5 was underwhelming and did not solve hallucinations.
Factual · Jan 2026 |
AI timelines and forecasting |
| Not yet due |
Prediction |
Jan 2026 |
No country will take a decisive lead in the generative AI race in 2026.
Prediction · Jan 2026 |
AI policy and governance |
| Unresolvable |
Prediction |
Jan 2026 |
2025 will be remembered as the year of the peak AI bubble and the moment Wall Street began losing confidence in generative AI.
Prediction · Jan 2026 |
Economics and markets |
| Unresolvable |
Prediction |
Jan 2026 |
Trump may eventually distance himself from AI because of the backlash.
Prediction · Jan 2026 |
AI policy and governance |
| Not yet due |
Prediction |
Jan 2026 |
Work on new approaches such as world models and neurosymbolic AI will escalate in 2026.
Prediction · Jan 2026 |
AI capabilities |
| Unresolvable |
Factual |
Jan 2026 |
By Gary Marcus's own count, sixteen of his seventeen high-confidence predictions about 2025 proved correct.
Factual · Jan 2026 |
Their own work or organisation |
| Not yet due |
Prediction |
Jan 2026 |
Artificial general intelligence will not be achieved in 2026 (or 2027).
Prediction · Jan 2026 |
AI timelines and forecasting |
| Not yet due |
Prediction |
Jan 2026 |
In the 2026 US midterm elections, AI will be an election issue for the first time.
Prediction · Jan 2026 |
AI policy and governance |
| Not yet due |
Prediction |
Jan 2026 |
Backlash to generative AI and radical deregulation will escalate in 2026.
Prediction · Jan 2026 |
AI policy and governance |
| Mostly true |
Factual |
Jan 2026 |
AI agents did not turn out to be reliable in 2025.
Factual · Jan 2026 |
AI capabilities |
| Unresolvable |
Prediction |
27 Jul 2025 |
Examples of concealed bias in GPT-5 will be discovered within days or months of release.
Prediction · 27 Jul 2025 |
AI safety and alignment |
| Unresolvable |
Factual |
27 Jul 2025 |
Apart from the first paragraph and last section, virtually every word of this essay was taken from Gary Marcus's Christmas Day 2022 essay 'What to expect when you are expecting … GPT-4'.
Factual · 27 Jul 2025 |
Their own work or organisation |
| Resolved true |
Prediction |
27 Jul 2025 |
OpenAI will release GPT-5 imminently.
Prediction · 27 Jul 2025 |
AI capabilities |
| Resolved true |
Prediction |
27 Jul 2025 |
GPT-5 will still make a significant number of obvious errors that are hard to predict.
Prediction · 27 Jul 2025 |
AI capabilities |
| Unresolvable |
Prediction |
27 Jul 2025 |
GPT-5 will not have reliable models of what it talks about that external programmers can access to feed downstream processes.
Prediction · 27 Jul 2025 |
AI capabilities |
| Resolved true |
Prediction |
27 Jul 2025 |
If the model being discussed has guardrails like ChatGPT's, they will teeter between being too weak (beaten by jailbreaks) and too strong (rejecting some perfectly reasonable requests).
Prediction · 27 Jul 2025 |
AI safety and alignment |
| Unresolvable |
Prediction |
27 Jul 2025 |
In hindsight, LLMs like GPT-5 may be seen as only part of the eventual solution to AGI.
Prediction · 27 Jul 2025 |
AI timelines and forecasting |
| Mostly true |
Prediction |
27 Jul 2025 |
Some of GPT-5's advice will be very bad.
Prediction · 27 Jul 2025 |
AI capabilities |
| Unresolvable |
Prediction |
27 Jul 2025 |
Trustworthy, general AI, when it comes, will come from more structured systems with more built-in knowledge and at least some degree of explicit tools for reasoning and planning, as well as explicit knowledge, which GPT-type systems lack.
Prediction · 27 Jul 2025 |
AI capabilities |
| Resolved true |
Prediction |
27 Jul 2025 |
GPT-5 by itself will not be a general-purpose AGI capable of arbitrary tasks.
Prediction · 27 Jul 2025 |
AI timelines and forecasting |
| Not yet due |
Prediction |
27 Jul 2025 |
Retrospectives written in 2043 will conclude there was an initial overemphasis on LLMs and a shift back to more structured systems.
Prediction · 27 Jul 2025 |
AI timelines and forecasting |
| Unresolvable |
Factual |
27 Jul 2025 |
Gary Marcus produced this essay by replacing GPT-4 with GPT-5 in his 2022 essay and trimming a few lines.
Factual · 27 Jul 2025 |
Their own work or organisation |
| Unresolvable |
Prediction |
27 Jul 2025 |
Scaling alone will prove useful only to a point.
Prediction · 27 Jul 2025 |
AI timelines and forecasting |
| Unresolvable |
Prediction |
27 Jul 2025 |
Developers building virtual assistants and agents on GPT-5 will find they cannot map user language onto user intentions reliably enough.
Prediction · 27 Jul 2025 |
AI capabilities |
| Mostly true |
Prediction |
27 Jul 2025 |
GPT-5 will be considerably better than GPT-4.
Prediction · 27 Jul 2025 |
AI capabilities |
| Unresolvable |
Prediction |
27 Jul 2025 |
Without external aids, GPT-5 won't beat Meta's Cicero at Diplomacy or drive a car reliably.
Prediction · 27 Jul 2025 |
AI capabilities |
| Unresolvable |
Prediction |
1 Jan 2025 |
OpenAI will continue in 2025 to preview products months or years before they are solid and widely available at an accessible price.
Prediction · 1 Jan 2025 |
AI capabilities |
| Resolved true |
Prediction |
1 Jan 2025 |
AI Safety Institutes will offer guidance in 2025 but have little legal authority to stop truly dangerous models.
Prediction · 1 Jan 2025 |
AI policy and governance |
| Resolved true |
Factual |
1 Jan 2025 |
As of end 2024, AI model makers have very little moat, with many similar models and a price war.
Factual · 1 Jan 2025 |
Economics and markets |
| Unresolvable |
Prediction |
1 Jan 2025 |
No 'GPT-5 level' model, a huge across-the-board leap by community consensus, may appear throughout 2025.
Prediction · 1 Jan 2025 |
AI timelines and forecasting |
| Unresolvable |
Factual |
1 Jan 2025 |
Marcus coined in 2022 the notion that AI might be 'hitting a wall', which later became widespread in outlets such as CNN, The Verge and the Wall Street Journal.
Factual · 1 Jan 2025 |
Their own work or organisation |
| Mostly true |
Factual |
1 Jan 2025 |
OpenAI has returned no profits, does not expect profits until at least 2029, has a burn rate in the billions, and lacks a clear technical moat.
Factual · 1 Jan 2025 |
Economics and markets |
| Resolved true |
Prediction |
1 Jan 2025 |
Profits from AI models will remain modest or nonexistent in 2025.
Prediction · 1 Jan 2025 |
Economics and markets |
| Resolved true |
Prediction |
1 Jan 2025 |
Lack of reliability will continue to afflict generative AI in 2025.
Prediction · 1 Jan 2025 |
AI capabilities |
| Resolved true |
Prediction |
1 Jan 2025 |
Artificial general intelligence will not be achieved in 2025.
Prediction · 1 Jan 2025 |
AI timelines and forecasting |
| Resolved true |
Prediction |
1 Jan 2025 |
Hallucinations will continue to afflict generative AI in 2025.
Prediction · 1 Jan 2025 |
AI capabilities |
| Resolved true |
Prediction |
1 Jan 2025 |
Less than 10% of the workforce will be replaced by AI in 2025, probably less than 5%.
Prediction · 1 Jan 2025 |
AI, the economy and work |
| Unresolvable |
Prediction |
1 Jan 2025 |
Copyright lawsuits over generative AI will continue throughout 2025.
Prediction · 1 Jan 2025 |
AI policy and governance |
| Unresolvable |
Prediction |
1 Jan 2025 |
Valuations of major AI companies may start to fall in 2025.
Prediction · 1 Jan 2025 |
Economics and markets |
| Resolved true |
Prediction |
1 Jan 2025 |
The US will continue to have very little regulation protecting consumers from generative AI risks in 2025.
Prediction · 1 Jan 2025 |
AI policy and governance |
| Mostly true |
Prediction |
1 Jan 2025 |
A large-scale cyberattack in which generative AI plays an important causal role may well occur in 2025.
Prediction · 1 Jan 2025 |
Other global risks |
| Resolved true |
Prediction |
1 Jan 2025 |
AI agents will be heavily hyped throughout 2025 but remain far from reliable, except possibly in very narrow use cases.
Prediction · 1 Jan 2025 |
AI capabilities |
| Resolved true |
Prediction |
1 Jan 2025 |
AI power consumption will rise in 2025 and remain a major problem, while few generative AI companies will be transparent about their usage.
Prediction · 1 Jan 2025 |
AI compute, hardware and data |
| Mostly true |
Prediction |
1 Jan 2025 |
Few if any radiologists will be replaced by AI in 2025.
Prediction · 1 Jan 2025 |
AI, the economy and work |
| Resolved true |
Prediction |
1 Jan 2025 |
No single AI system will solve more than 4 of the AI 2027 Marcus-Brundage tasks by the end of 2025.
Prediction · 1 Jan 2025 |
AI capabilities |
| Resolved true |
Prediction |
1 Jan 2025 |
In 2025 humanoid robotics will see a lot of hype, but nobody will release a robot remotely as capable as Rosie the Robot.
Prediction · 1 Jan 2025 |
AI capabilities |
| Mostly true |
Prediction |
1 Jan 2025 |
Neurosymbolic AI will become much more prominent in 2025.
Prediction · 1 Jan 2025 |
AI capabilities |
| Unresolvable |
Prediction |
1 Jan 2025 |
In 2025 truly driverless cars will remain limited to a modest number of cities, mainly in the West and in good weather.
Prediction · 1 Jan 2025 |
Technology |
| Mostly true |
Prediction |
1 Jan 2025 |
OpenAI's Sora will continue to have trouble with physics in 2025.
Prediction · 1 Jan 2025 |
AI capabilities |
| Unresolvable |
Prediction |
1 Jan 2025 |
AI will presumably solve compositionality, factuality, reasoning and similar problems someday, though current techniques have thus far not been adequate.
Prediction · 1 Jan 2025 |
AI capabilities |
| Mostly true |
Factual |
2025 |
People put instructions in LLM system prompts but cannot get the systems to follow them.
Factual · 2025 |
AI safety and alignment |
| Own records only |
Factual |
2025 |
For 30 years people have told Gary Marcus that abstract reasoning and variable binding will emerge from neural nets.
Factual · 2025 |
AI capabilities |
| Unresolvable |
Factual |
2025 |
The shortcuts that LLMs use work about 80% of the time but not 100%.
Factual · 2025 |
AI capabilities |
| Unresolvable |
Factual |
2025 |
Marcus said he thinks many, or possibly all, animals can do some variable binding, and he cited Randy Gallistel's work on ant navigation as an example.
Factual · 2025 |
Science and research methods |
| Mostly true |
Factual |
2025 |
LLMs, which are not AGI, are already eliminating some human work.
Factual · 2025 |
AI, the economy and work |
| Unresolvable |
Prediction |
2025 |
Marcus said the chance that someone, possibly the person he was speaking with or someone else, has a different architecture that works is maybe a little higher.
Prediction · 2025 |
AI timelines and forecasting |
| Unresolvable |
Prediction |
2025 |
There are some questions, such as the definition of life in abortion decisions, on which humans will never agree.
Prediction · 2025 |
Philosophy, ethics and society |
| Own records only |
Factual |
2025 |
Gary Marcus has never personally experienced 99% correct output from AI in any of the things he has tried.
Factual · 2025 |
AI capabilities |
| Unresolvable |
Prediction |
2025 |
When "it" arrives, people will look back at the early 2020s and ask why so much effort went in one direction when the answer lay elsewhere.
Prediction · 2025 |
AI timelines and forecasting |
| Unresolvable |
Prediction |
2025 |
Marcus said he thinks the chance that "it" (the development under discussion, which the quoted passage does not name) will come out of large language models is zero.
Prediction · 2025 |
AI timelines and forecasting |
| Unresolvable |
Prediction |
2025 |
Even if AGI is like a million smart people working 24/7, it will not magically solve all problems or remove the need for empirical data.
Prediction · 2025 |
AI timelines and forecasting |
| Unresolvable |
Prediction |
2025 |
Many different AGIs will probably appear in many places once AGI is reached.
Prediction · 2025 |
AI timelines and forecasting |
| Not yet due |
Prediction |
2025 |
It would be improbable for all of those outstanding AI problems to be solved within five years.
Prediction · 2025 |
AI timelines and forecasting |
| Mixed |
Factual |
2025 |
Current AI systems lack the knowledge graph needed to handle easy facts like those on the first page of Wikipedia.
Factual · 2025 |
AI capabilities |
| Resolved true |
Factual |
2025 |
Bolting extra components onto an LLM and scaling it up has so far not produced human-level AGI.
Factual · 2025 |
AI capabilities |
| Unresolvable |
Prediction |
Dec 2024 |
With medium confidence, technical moat will continue to be elusive in 2025, with convergence on broadly similar models across the US and China and some European systems catching up to roughly the same place.
Prediction · Dec 2024 |
Economics and markets |
| Unresolvable |
Prediction |
Dec 2024 |
Few companies and even fewer consumers will adopt OpenAI's o3 at wide scale in 2025 because of price and robustness concerns.
Prediction · Dec 2024 |
Economics and markets |
| Unresolvable |
Prediction |
9 Nov 2024 |
The US's focus on LLMs for AI may prove to be a massive mistake.
Prediction · 9 Nov 2024 |
AI policy and governance |
| Unresolvable |
Prediction |
9 Nov 2024 |
LLMs will become a commodity and price wars will keep revenue low.
Prediction · 9 Nov 2024 |
Economics and markets |
| Unresolvable |
Prediction |
9 Nov 2024 |
LLMs will not disappear, but their economics will likely never make sense because training costs rise with scaling.
Prediction · 9 Nov 2024 |
AI, the economy and work |
| Unresolvable |
Prediction |
9 Nov 2024 |
Given chip costs, profits from LLMs will be elusive.
Prediction · 9 Nov 2024 |
Economics and markets |
| Unresolvable |
Prediction |
9 Nov 2024 |
The AI financial bubble may burst quickly once people realize the situation, and Nvidia's valuation may take a hit.
Prediction · 9 Nov 2024 |
Economics and markets |
| Unresolvable |
Factual |
9 Nov 2024 |
Melanie Mitchell, Subbarao Kambhampati, Emily Bender, Ernie Davis and others have long emphasized that LLMs have principled limits.
Factual · 9 Nov 2024 |
Their own work or organisation |
| Resolved true |
Factual |
9 Nov 2024 |
Gary Marcus has for years warned that AI scaling by adding data and compute without architectural changes would not continue forever.
Factual · 9 Nov 2024 |
Their own work or organisation |
| Unresolvable |
Prediction |
Apr 2024 |
Reliable, trustworthy AI is achievable, but may require going back to the drawing board.
Prediction · Apr 2024 |
AI safety and alignment |
| Unresolvable |
Prediction |
Apr 2024 |
If GenAI enthusiasm dwindles and valuations plummet, AI and LLMs will not disappear and will remain tools for statistical approximation.
Prediction · Apr 2024 |
Economics and markets |