Claims

2,653 claims by 33 public figures and organisations, checked against the public record. Each has its quote, source, verdict and evidence. Read them without a key; browse by person.

6,750 claims, sorted by newest said. Choose a claim to read it in full.
VerdictPersonKindSaidClaimTopic
Unresolvable Satya Nadella Factual 4 Jun 2026 Microsoft's free cash flow is currently being allocated to capital return in a sensible way, per Nadella. Satya Nadella · Factual · 4 Jun 2026 Their own work or organisation
Own records only Daniela Amodei Factual 4 Jun 2026 Anthropic's long-held approach is to plan for the best outcome without buying more compute than it could productively use. Daniela Amodei · Factual · 4 Jun 2026 AI compute, hardware and data
Own records only Satya Nadella Factual 4 Jun 2026 Microsoft allocates compute across three buckets: its hyperscale (Azure) business, its own application business, and its own research compute. Satya Nadella · Factual · 4 Jun 2026 AI compute, hardware and data
Unresolvable Satya Nadella Factual 4 Jun 2026 Microsoft gave at most a little more compute to Azure last quarter, and it was supply-constrained. Satya Nadella · Factual · 4 Jun 2026 AI compute, hardware and data
Mostly false Satya Nadella Factual 4 Jun 2026 After moving to the cloud, Microsoft sold many more subscriptions because customers who never bought its servers bought subscriptions. Satya Nadella · Factual · 4 Jun 2026 Economics and markets
Unresolvable Satya Nadella Factual 4 Jun 2026 Microsoft's MAI models are already fully competitive on the frontier with the other general models. Satya Nadella · Factual · 4 Jun 2026 AI capabilities
Own records only Satya Nadella Factual 4 Jun 2026 Microsoft's earlier fine-tuning effort did not work well because it lacked the tools and data collection regime. Satya Nadella · Factual · 4 Jun 2026 AI capabilities
Not yet due Ray Kurzweil Prediction 4 Jun 2026 Because people define AGI differently, there will be a roughly three-year period (around 2026 to 2029) in which people predict AGI is here. Ray Kurzweil · Prediction · 4 Jun 2026 AI timelines and forecasting
Own records only Satya Nadella Factual 4 Jun 2026 Microsoft's infrastructure business margin dollars are close to exceeding the total margin dollars from its high-margin businesses. Satya Nadella · Factual · 4 Jun 2026 Economics and markets
Not yet due Ray Kurzweil Prediction 4 Jun 2026 AI will merge with humans so that people cannot tell whether a thought comes from their AI or their biological brain. Ray Kurzweil · Prediction · 4 Jun 2026 AI timelines and forecasting
Unresolvable Satya Nadella Prediction 4 Jun 2026 The biggest value proposition of a Windows machine in the enterprise will be unmetered intelligence. Satya Nadella · Prediction · 4 Jun 2026 Economics and markets
Unresolvable Satya Nadella Prediction 4 Jun 2026 OpenAI may go public and become a trillion-dollar company. Satya Nadella · Prediction · 4 Jun 2026 Economics and markets
Own records only Satya Nadella Factual 4 Jun 2026 Some of Microsoft's model performance gains come from reverse knowledge distillation (RKLD) using OpenAI IP, plus reinforcement learning on top. Satya Nadella · Factual · 4 Jun 2026 AI capabilities
Unresolvable Daniela Amodei Factual 4 Jun 2026 Training AI models and serving inference on them carries a very large upfront cost. Daniela Amodei · Factual · 4 Jun 2026 AI compute, hardware and data
Unresolvable Satya Nadella Factual 4 Jun 2026 Overall margin dollars from Microsoft's infrastructure business may be higher, even though it is not a higher-margin business; he added that these margin dollars are getting close to being higher than the total margin dollars from Microsoft's high-margin businesses. Satya Nadella · Factual · 4 Jun 2026 Economics and markets
Unresolvable Satya Nadella Prediction 4 Jun 2026 In future, firms will have both human capital and token capital, and will need their own hill-climbing machine for the token capital. Satya Nadella · Prediction · 4 Jun 2026 AI, the economy and work
Unresolvable Satya Nadella Factual 4 Jun 2026 Microsoft showed at Build that an efficiently trained reasoning or coding model can hill-climb using a customer's traces and be more token-efficient. Satya Nadella · Factual · 4 Jun 2026 AI capabilities
Mostly false Ray Kurzweil Factual 4 Jun 2026 Large language models being roughly 50% better than human doctors at diagnosing conditions and recommending treatments was not true a year ago but is true today. Ray Kurzweil · Factual · 4 Jun 2026 AI capabilities
Unresolvable Satya Nadella Prediction 4 Jun 2026 Licensing MAI models through Microsoft Foundry will grow Foundry revenue. Satya Nadella · Prediction · 4 Jun 2026 Economics and markets
Unresolvable Daniela Amodei Prediction 4 Jun 2026 She guessed that over time the core companies advancing the AI frontier will need access to capital, and said she thinks public markets are very well suited to that. Daniela Amodei · Prediction · 4 Jun 2026 Economics and markets
Unresolvable Satya Nadella Promise 4 Jun 2026 Microsoft will allow anyone to bring models they fine-tune or build, including open-weight models, into Copilot. Satya Nadella · Promise · 4 Jun 2026 Their own work or organisation
Own records only Satya Nadella Factual 4 Jun 2026 Microsoft cannot currently add more new AI labs (Neolabs) as Azure customers, does not sell raw GPUs to them, and turns some business away. Satya Nadella · Factual · 4 Jun 2026 AI compute, hardware and data
Own records only Satya Nadella Factual 4 Jun 2026 Microsoft aims not to use distillation during its own hill-climbing of its models, except at the very end. Satya Nadella · Factual · 4 Jun 2026 AI capabilities
Unresolvable Daniela Amodei Prediction 4 Jun 2026 She expects current AI use cases such as coding, financial services, legal and health care to continue to be the primary driver of efficiency or creativity. Daniela Amodei · Prediction · 4 Jun 2026 AI, the economy and work
Unresolvable Satya Nadella Prediction 4 Jun 2026 Once software is priced by consumption, customers will optimize their usage. Satya Nadella · Prediction · 4 Jun 2026 Economics and markets
Unresolvable Satya Nadella Promise 4 Jun 2026 Every Microsoft product will offer Anthropic, OpenAI and MAI models, plus the ability to bring your own models. Satya Nadella · Promise · 4 Jun 2026 Their own work or organisation
Mostly true Satya Nadella Factual 4 Jun 2026 Microsoft did not raise M365 prices for more than a decade, thanks to software efficiencies on top of hardware. Satya Nadella · Factual · 4 Jun 2026 Economics and markets
Mixed Jensen Huang Factual 2 Jun 2026 NVIDIA used to be a GPU company a long time ago. Jensen Huang · Factual · 2 Jun 2026 Their own work or organisation
Unresolvable Gary Marcus 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. Gary Marcus · Factual · 2 Jun 2026 Their own work or organisation
Own records only Satya Nadella Factual 2 Jun 2026 Microsoft used the Discovery agentic loop to accelerate its quantum work, compressing years of research into the last year. Satya Nadella · Factual · 2 Jun 2026 Science and research methods
Unresolvable Satya Nadella Promise 2 Jun 2026 Microsoft will ship an agent runtime and platform both with Windows and as part of Foundry in Azure. Satya Nadella · Promise · 2 Jun 2026 Technology
Mostly true Satya Nadella Factual 2 Jun 2026 Cowork came as a new way of working that generates artifacts and solves multistep problems, and users assign multistep tasks to it. Satya Nadella · Factual · 2 Jun 2026 AI capabilities
Unresolvable Jensen Huang Factual 2 Jun 2026 The technology NVIDIA created for its Alpamayo self-driving model also applies to humanoid robots. Jensen Huang · Factual · 2 Jun 2026 AI capabilities
Unresolvable Satya Nadella Promise 2 Jun 2026 Nadella said "we" would be back at the same venue at 6pm on the evening of 2 June 2026, the day he spoke. Satya Nadella · Promise · 2 Jun 2026 Their own work or organisation
Mostly false Satya Nadella Promise 2 Jun 2026 Homebrew will be available natively on Windows. Satya Nadella · Promise · 2 Jun 2026 Technology
Resolved true Jensen Huang Factual 2 Jun 2026 NVIDIA built the Isaac GR00T reference humanoid for higher education and university researchers. Jensen Huang · Factual · 2 Jun 2026 Science and research methods
Unresolvable Jensen Huang Factual 2 Jun 2026 NVIDIA's ecosystem spans upstream to its supply chain in Taiwan, where it all begins, and downstream to data centers and eventually to end users. Jensen Huang · Factual · 2 Jun 2026 Their own work or organisation
Unresolvable Gary Marcus Prediction 2 Jun 2026 AI companies will overpay for their investments relative to the modest profits they will make in an intensely competitive market. Gary Marcus · Prediction · 2 Jun 2026 Economics and markets
Mixed Gary Marcus Factual 2 Jun 2026 Companies like Anthropic are ending their all-you-can-eat pricing, which will make many customers think twice. Gary Marcus · Factual · 2 Jun 2026 Economics and markets
Unresolvable Jensen Huang Prediction 2 Jun 2026 How people think about the personal computer will very likely change. Jensen Huang · Prediction · 2 Jun 2026 Technology
Not yet due Satya Nadella Promise 2 Jun 2026 In the coming months Microsoft will build Autopilots out into a complete digital team of autopilots inside Copilot. Satya Nadella · Promise · 2 Jun 2026 Their own work or organisation
Not yet due Satya Nadella Promise 2 Jun 2026 QuNorth will have a quantum computer powered by atom computers (described as 'natural atom computers') with Microsoft's stack in it. Satya Nadella · Promise · 2 Jun 2026 Technology
Unresolvable Gary Marcus 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. Gary Marcus · Prediction · 2 Jun 2026 Economics and markets
Not yet due Satya Nadella Promise 2 Jun 2026 Nadella said that in summer 2026 coding would be brought to all knowledge work within one Copilot super app. Satya Nadella · Promise · 2 Jun 2026 Their own work or organisation
Not yet due Jensen Huang Prediction 2 Jun 2026 Huang relayed that someone had told him the night before that Taiwan's annual GDP is going to grow almost 10% this year (2026). Jensen Huang · Prediction · 2 Jun 2026 Economics and markets
Mostly true Satya Nadella Factual 2 Jun 2026 With the Rayfin SDK, apps built in Replit can be deployed with their data into an enterprise-managed Fabric tenant. Satya Nadella · Factual · 2 Jun 2026 Technology
Unresolvable Satya Nadella Promise 2 Jun 2026 Microsoft is expanding Agent 365 to cover local agents running on Windows and other clouds. Satya Nadella · Promise · 2 Jun 2026 AI safety and alignment
Unresolvable Satya Nadella Promise 2 Jun 2026 Microsoft will use its new AI accelerator to power Microsoft 365 Copilot. Satya Nadella · Promise · 2 Jun 2026 Their own work or organisation
Unresolvable Jensen Huang Prediction 2 Jun 2026 There will be so many AI agents that the world will no longer be limited by the number of people. Jensen Huang · Prediction · 2 Jun 2026 AI capabilities
Mostly true Gary Marcus Factual 2 Jun 2026 More reports have recently come out questioning the return on investment of AI for corporate customers. Gary Marcus · Factual · 2 Jun 2026 Economics and markets
Mostly true Jensen Huang Factual 2 Jun 2026 NVIDIA and Microsoft have created a whole new line of PCs. Jensen Huang · Factual · 2 Jun 2026 Technology
Mostly true Satya Nadella Factual 2 Jun 2026 Microsoft announced HorizonDB, a fully managed PostgreSQL service on Azure. Satya Nadella · Factual · 2 Jun 2026 Technology
Unresolvable Gary Marcus Prediction 2 Jun 2026 With no clear winners in AI, nobody can charge monopoly prices and there will be price wars and commodity pricing. Gary Marcus · Prediction · 2 Jun 2026 Economics and markets
Unresolvable Gary Marcus Prediction 2 Jun 2026 Retail investors and retirement funds will be taken advantage of in the same way with Anthropic and OpenAI. Gary Marcus · Prediction · 2 Jun 2026 Economics and markets
Mixed Jensen Huang Factual 2 Jun 2026 A one-gigawatt AI factory started at $20-30 billion, is now $50-60 billion, and will soon be $80-100 billion per gigawatt. Jensen Huang · Factual · 2 Jun 2026 Economics and markets
Resolved true Satya Nadella Factual 2 Jun 2026 MXC is a new policy layer that lets Windows apply isolation and containment using AI-native or other OS-native primitives. Satya Nadella · Factual · 2 Jun 2026 AI safety and alignment
Mixed Gary Marcus Factual 2 Jun 2026 AI companies are building essentially the same technical solution with essentially the same data, so there is no moat. Gary Marcus · Factual · 2 Jun 2026 Economics and markets
Resolved true Satya Nadella Promise 2 Jun 2026 Microsoft will offer Nvidia's models and tooling in Microsoft Foundry. Satya Nadella · Promise · 2 Jun 2026 Their own work or organisation
Mostly true Satya Nadella Factual 2 Jun 2026 Developers can now use a full local agentic loop with tool access to build on-device agentic applications without round trips to the cloud. Satya Nadella · Factual · 2 Jun 2026 AI capabilities
Unresolvable Jensen Huang Prediction 2 Jun 2026 The agentic computing pattern (model, harness, tools, skills, runtime) will repeat across many computing contexts. Jensen Huang · Prediction · 2 Jun 2026 AI capabilities
Unresolvable Satya Nadella Factual 2 Jun 2026 Agents built in Foundry hosted agents have tools, durability, memory and state. Satya Nadella · Factual · 2 Jun 2026 AI capabilities
Mostly true Jensen Huang Factual 2 Jun 2026 NVIDIA Isaac GR00T is NVIDIA's humanoid robotic stack, covering model, data generation, simulation and runtime including the operating system. Jensen Huang · Factual · 2 Jun 2026 AI capabilities
Unresolvable Gary Marcus Factual 2 Jun 2026 Most people responding to Marcus's X post agreed with it. Gary Marcus · Factual · 2 Jun 2026 Their own work or organisation
Own records only Satya Nadella Factual 2 Jun 2026 Nadella said that in Microsoft's internal testing, Horizon is delivering something like 3X the throughput of any self-managed PostgreSQL setup. Satya Nadella · Factual · 2 Jun 2026 Technology
Unresolvable Gary Marcus Prediction 2 Jun 2026 No AI company will take 90% of the AI market if there is no moat. Gary Marcus · Prediction · 2 Jun 2026 Economics and markets
Unresolvable Jensen Huang Prediction 2 Jun 2026 In the future the agentic computing pattern will run on robots, satellites, base stations and factories, in the cloud, on-prem and at the edge. Jensen Huang · Prediction · 2 Jun 2026 AI capabilities
Unresolvable Jensen Huang Prediction 2 Jun 2026 The memory system of AI agents will cause storage systems to be completely revolutionized. Jensen Huang · Prediction · 2 Jun 2026 AI compute, hardware and data
Unresolvable Jensen Huang Factual 1 Jun 2026 NVIDIA's Vera Rubin system is in full production. Jensen Huang · Factual · 1 Jun 2026 Their own work or organisation
Mixed Jensen Huang Factual 1 Jun 2026 Nemotron 3 Ultra is frontier-level, five times faster, 30% cheaper than the best open models, and completely open. Jensen Huang · Factual · 1 Jun 2026 AI capabilities
Unresolvable Jensen Huang Prediction 1 Jun 2026 There will be billions of AI agents using CPUs, compared with about 1 billion humans, and these agents will use the CPUs with very little patience. Jensen Huang · Prediction · 1 Jun 2026 AI compute, hardware and data
Mostly true Jensen Huang Factual 1 Jun 2026 The three new Windows machines are 100% Windows compatible, 100% CUDA and 100% NVIDIA AI Tensor Core. Jensen Huang · Factual · 1 Jun 2026 Technology
Unresolvable Jensen Huang Factual 1 Jun 2026 Vera has two to three times the external bandwidth of the highest performance CPUs and three times the internal bandwidth. Jensen Huang · Factual · 1 Jun 2026 AI compute, hardware and data
Unresolvable Jensen Huang Prediction 1 Jun 2026 The market for CPUs for agents will surely be larger than the market for CPUs for humans. Jensen Huang · Prediction · 1 Jun 2026 Economics and markets
Unresolvable Jensen Huang Prediction 1 Jun 2026 Every company will be an agent company. Jensen Huang · Prediction · 1 Jun 2026 Technology
Unresolvable Jensen Huang Prediction 1 Jun 2026 AI will run everywhere, every company will be powered by it, and every region will build it. Jensen Huang · Prediction · 1 Jun 2026 Technology
Unresolvable Jensen Huang Prediction 1 Jun 2026 AI agents will create the largest opportunity ever for NVIDIA's partners and friends. Jensen Huang · Prediction · 1 Jun 2026 AI, the economy and work
Unresolvable Jensen Huang Prediction 1 Jun 2026 Vera will be the most optimized agentic CPU in the world. Jensen Huang · Prediction · 1 Jun 2026 AI compute, hardware and data
Unresolvable Jensen Huang Factual 1 Jun 2026 NVIDIA uses RTX for its GPUs, DGX for its systems, and DSX for its AI infrastructure ecosystem. Jensen Huang · Factual · 1 Jun 2026 Their own work or organisation
Not yet due Jensen Huang Promise 1 Jun 2026 With every generation of its architecture, NVIDIA will offer a desktop, a laptop and a workstation in this new PC family. Jensen Huang · Promise · 1 Jun 2026 Technology
Unresolvable Jensen Huang Prediction 1 Jun 2026 Software applications will be replaced by an agentic runtime, with agents as the modern application. Jensen Huang · Prediction · 1 Jun 2026 Technology
Unresolvable Jensen Huang Prediction 1 Jun 2026 Huang said he was pretty certain that over time there will be tens of billions to hundreds of billions of agentic systems running around the world. Jensen Huang · Prediction · 1 Jun 2026 AI timelines and forecasting
Mostly true Jensen Huang Factual 1 Jun 2026 Vera is the first CPU to support PCI Express Gen 6. Jensen Huang · Factual · 1 Jun 2026 AI compute, hardware and data
Mostly true Jensen Huang Prediction 1 Jun 2026 Adobe has re-engineered the core of Photoshop and Premiere and will release it for RTX Spark. Jensen Huang · Prediction · 1 Jun 2026 Technology
Mostly true Jensen Huang Factual 1 Jun 2026 CoreWeave is now worth $50, $60 or $70 billion and is growing very fast. Jensen Huang · Factual · 1 Jun 2026 Economics and markets
Not yet due Jensen Huang Prediction 1 Jun 2026 The Vera CPU will be NVIDIA's new major growth driver. Jensen Huang · Prediction · 1 Jun 2026 Their own work or organisation
Resolved true Jensen Huang Factual 1 Jun 2026 NVIDIA's OpenShell is open source. Jensen Huang · Factual · 1 Jun 2026 Their own work or organisation
Resolved true Jensen Huang Factual 1 Jun 2026 NVIDIA announced the NVIDIA Isaac GR00T, a fully integrated reference humanoid robot, on 1 June 2026. Jensen Huang · Factual · 1 Jun 2026 AI capabilities
Unresolvable Jensen Huang Prediction 1 Jun 2026 The reliability and resilience of Vera Rubin will be exceptional. Jensen Huang · Prediction · 1 Jun 2026 AI compute, hardware and data
Resolved true Jensen Huang Factual 1 Jun 2026 NVIDIA announced Nemotron 3 Ultra, its next open model, at the keynote. Jensen Huang · Factual · 1 Jun 2026 Their own work or organisation
Resolved false Jensen Huang Factual 1 Jun 2026 NVIDIA's token cost is the lowest in the world, lower than others by large factors and orders of magnitude, due to extreme co-design. Jensen Huang · Factual · 1 Jun 2026 AI compute, hardware and data
Resolved true Jensen Huang Factual 1 Jun 2026 NVIDIA is working with Cadence to accelerate Cadence's tools on CUDA. Jensen Huang · Factual · 1 Jun 2026 Their own work or organisation
Mostly true Demis Hassabis Factual 27 May 2026 Isomorphic Labs has a number of its drug programs in the pre-clinical stage. Demis Hassabis · Factual · 27 May 2026 Their own work or organisation
Mostly true Demis Hassabis Factual 20 May 2026 Gemini 3.5 Flash performs better than Gemini 3.1 Pro on coding and agentic tasks. Demis Hassabis · Factual · 20 May 2026 AI capabilities
Mostly false Demis Hassabis Factual 20 May 2026 Gemini 3.5 Flash is often at less than half the cost of comparable models. Demis Hassabis · Factual · 20 May 2026 Economics and markets
Resolved false Demis Hassabis Promise 20 May 2026 Google DeepMind will release a Gemini 3.5 Pro model following Gemini 3.5 Flash. Demis Hassabis · Promise · 20 May 2026 Their own work or organisation
Mostly true Demis Hassabis Factual 19 May 2026 Gemini Omni can take photos, video and audio and build entirely new scenes. Demis Hassabis · Factual · 19 May 2026 AI capabilities
Unresolvable Daniela Amodei Prediction 9 May 2026 Her guess is that software developers will still be around in future but will not write as much code. Daniela Amodei · Prediction · 9 May 2026 AI, the economy and work
Mostly true Daniela Amodei Factual 9 May 2026 Anthropic and OpenAI have already purchased a lot of compute for the future, which is very costly. Daniela Amodei · Factual · 9 May 2026 AI compute, hardware and data
Resolved true Daniela Amodei Factual 9 May 2026 Anthropic incorporated as a public benefit corporation. Daniela Amodei · Factual · 9 May 2026 Their own work or organisation
Mostly true Daniela Amodei Factual 9 May 2026 Anthropic made a conscious decision not to run ads on Claude. Daniela Amodei · Factual · 9 May 2026 Their own work or organisation
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Gary Marcus

Open its page

Factual Their own work or organisation

“most people agreed, which in that crowd is very rare.”

Gary Marcus, author 2 June 2026 Why things will eventually fall apart (Marcus on AI)

Most people responding to Marcus's X post agreed with it.

Unresolvable The public record could not settle it.

What would count as true or false

Judge as of 2026-06-02 against the replies, quote-posts and visible reactions to the X post by Marcus that the claim refers to. True: a clear majority (over 50%) of substantive responses (replies and quote-posts that take a position) agree with the post, whether in a systematic count or a fair sample of a few dozen or more. Mostly true: agreement is a majority but a slim or uncertain one (roughly 50–60% of a sample), or most agree with only minor qualifications. Mixed: responses are split roughly evenly (about 40–50% agreeing), or the result depends on how you sample. Mostly false: agreement is a large minority (about 25–40%), or agreement comes mostly from likes while most written replies disagree. False: most responses disagree or dismiss the post (under about 25% agree). Count responses that take a position and leave aside neutral or off-topic ones. The 'very rare in that crowd' remark is commentary and is not scored.

Reasoning

No evidence with a verified quote was found apart from the claim's own source, so the claim was not judged.

Cite this claim

Gary Marcus, “Most people responding to Marcus's X post agreed with it.” (said 2 June 2026). Verdict: unresolvable. Reliability API, claim c_daf44c0247fc, method 0.1.0+c876030c. https://epistacklabs.com/claims/c_daf44c0247fc

Verdicts are made automatically; how verdicts and scores are made. The same data is on Hugging Face under CC BY 4.0.