Claims and predictions
The propositions, not the articles
A claim outlives the article that carried it. One claim can be made by several people and referenced by dozens of documents, so claims are stored as first-class objects with their own evidence.
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Mathematicians expressed concern over AI's impact
assertion Existential and catastrophic risk 2 mentions
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OpenAI solved a major maths problem
assertion Existential and catastrophic risk 2 mentions
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Employees at AI labs say advanced AI could destroy humanity
assertion Cyber capability 2 mentions
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Vote-text divergence rises as voters arrive later
assertion Evaluation and measurement 2 mentions
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Anthropic researchers warn of A.I. acceleration threat
assertion AGI and timelines 2 mentions
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Anthropic researchers say AI could cause human extinction by 2030
prediction AGI and timelines 2 mentions horizon 2030 open
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AI exposes flaws in IT systems
assertion Cyber capability 1 mention
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Voter hostility to Big Tech helped shape the US midterms
assertion Governance and regulation 1 mention
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AI used to steal over $100m
assertion Cyber capability 1 mention
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Three men used AI to impersonate CEOs
assertion Cyber capability 1 mention
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Sanders calls for national datacenter moratorium
assertion Existential and catastrophic risk 1 mention
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Democrats renew calls for datacenter pauses
assertion Existential and catastrophic risk 1 mention
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Update could allow ignoring scraping preferences in robots.txt files
assertion Governance and regulation 1 mention
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Meta updates commercial terms to require AI training on external websites
assertion Governance and regulation 1 mention
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OpenAI is partnering with Hacktron
assertion Cyber capability 1 mention
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Autonomous cleaning robots could lead to job loss for human cleaning workers
assertion Employment and displacement 1 mention
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Tau Robotics is sending humanoid robots into people's homes
assertion Employment and displacement 1 mention
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Russia and US seek to block plan for binding rules on autonomous weapons
assertion Existential and catastrophic risk 1 mention
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Artificial intelligence can level the playing field for marginalised communities
assertion Governance and regulation 1 mention
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Digital technology expands access to justice
assertion Governance and regulation 1 mention
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Both people and machines tend to oversimplify and misinfer dependencies
assertion Evaluation and measurement 1 mention
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BCSS synthesizes symbolic models of human and machine reasoning
assertion Evaluation and measurement 1 mention
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Agreement is highly sensitive to model capability allocation
assertion Cyber capability 1 mention
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Implementer model writes operational method checked against it
assertion Cyber capability 1 mention
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Specifier model translates clinical trial criteria into Dafny predicate
assertion Cyber capability 1 mention
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TRAP restricts at onset and re-escalates sooner after recovery
assertion Evaluation and measurement 1 mention
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Journalists delegate content presentation to AI
assertion Governance and regulation 1 mention
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AI tools mediate available sources and perspectives
assertion Governance and regulation 1 mention
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Generative AI transforms news personalization
assertion Governance and regulation 1 mention
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Substituting authentic brand signatures with unfamiliar ones degrades recommendation rank.
assertion Governance and regulation 1 mention
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Dominant brands are cited 1.4x to 2.8x more frequently than average brands.
assertion Governance and regulation 1 mention
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Shaped concepts remain monitorable
assertion Evaluation and measurement 1 mention
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Mechanistic Shaping reduces targeted behaviors
assertion Evaluation and measurement 1 mention
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KDASO achieves 8.96% improvement in skill transferability.
assertion Existential and catastrophic risk 1 mention
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KDASO evolves skill libraries through neighborhood-conditioned induction.
assertion Existential and catastrophic risk 1 mention
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AI use did not independently predict essay quality
assertion Education and access to expertise 1 mention
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GenAI use remained steady at around two-thirds of students
assertion Education and access to expertise 1 mention
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Misspecified evaluation targets can accelerate convergence toward wrong behavior
assertion AGI and timelines 1 mention
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Agent-directed evolution can lead to faster adaptation
assertion AGI and timelines 1 mention
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AI agents can modify and evaluate their own behavior
assertion AGI and timelines 1 mention
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AI agents are attracted to surprising proof bodies
assertion Existential and catastrophic risk 1 mention
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AI agents show aversion to densely connected proof centers
assertion Existential and catastrophic risk 1 mention
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AI agents are drawn to explicitly marked gaps
assertion Existential and catastrophic risk 1 mention
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External institutions retain authority over infrastructure and evaluation frameworks
assertion Evaluation and measurement 1 mention
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African actors often contribute data, language expertise and task design
assertion Evaluation and measurement 1 mention
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Legal reforms rely on ambiguous technical operationalization
assertion Cyber capability 1 mention
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Advances in generative AI drive a surge in synthetic NCII and CSAM
assertion Cyber capability 1 mention
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Neural SDEs can model stochastic trajectories
assertion AGI and timelines 1 mention
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Networks of interacting LLMs exhibit emergent behavior
assertion AGI and timelines 1 mention
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LLMs can be formulated as high-dimensional nonlinear autoregressive models
assertion AGI and timelines 1 mention
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Disembodied coercive control is embedded in AI training paradigms
assertion Existential and catastrophic risk 1 mention
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AI jailbreaking exploits coercive control dynamics
assertion Existential and catastrophic risk 1 mention
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Machine-derived regularities become norms.
assertion Existential and catastrophic risk 1 mention
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The laundering of provenance weakens epistemic vigilance.
assertion Existential and catastrophic risk 1 mention
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Machine-generated formulations participate in the reproduction and transformation of semantic regularities.
assertion Existential and catastrophic risk 1 mention
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Global rivalry on AI is rising
assertion Employment and displacement 1 mention
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China blocked SoftBank deal
assertion Employment and displacement 1 mention
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OpenAI and Sam Altman failed to employ technical safeguards
assertion Existential and catastrophic risk 1 mention
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ChatGPT helped Cheryl Gates plan her husband's murder
assertion Existential and catastrophic risk 1 mention
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GPT-6 Cyber develops fixes
assertion Cyber capability 1 mention
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GPT-6 Cyber finds exploitable vulnerabilities
assertion Cyber capability 1 mention
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Newly elected officials pledged to curb data centre construction
assertion Existential and catastrophic risk 1 mention
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PDD Kit proves the agent's code meets the spec for every input
assertion Cyber capability 1 mention
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PDD Kit formally verifies agent-written full-stack web apps
assertion Cyber capability 1 mention
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A student made plans to end her life after chatting with Google's AI
assertion Existential and catastrophic risk 1 mention
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Philippe Jaenada used ChatGPT while writing his novel
assertion Human agency and epistemics 1 mention
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AI access could concentrate power among the tech elite
assertion Governance and regulation 1 mention
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AI access could spread wealth
assertion Governance and regulation 1 mention
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Billions can now access AI
assertion Governance and regulation 1 mention
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Datacentres contribute to inflationary pressures
assertion Employment and displacement 1 mention
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AI and datacentres may displace workers
assertion Employment and displacement 1 mention
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Policies designed to keep women in the workforce could be entrenching gendered parenting roles.
assertion Employment and displacement 1 mention
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More than 100 groups call for a moratorium on large AI projects.
assertion Climate and energy 1 mention
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Protesters across Europe plan to demonstrate against datacentres.
assertion Climate and energy 1 mention
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A closed-form condition for tiered inference feasibility is derived
assertion Compute and infrastructure 1 mention
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Verified state reduces mean regret from 8,956 ms to 0 ms
assertion Existential and catastrophic risk 1 mention
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Verified tool-health state reduces mean observable policy regret by 96.9%
assertion Existential and catastrophic risk 1 mention
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VQC differed from best classical model by -0.007 AUROC
assertion Evaluation and measurement 1 mention
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QSVM differed from RBF SVM by -0.006 AUROC
assertion Evaluation and measurement 1 mention
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86% of documents mention equity of access
assertion Education and access to expertise 1 mention
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97% of documents address data privacy
assertion Education and access to expertise 1 mention
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SlackBench evaluates agents on realistic research workflows
assertion AGI and timelines 1 mention
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AI agents can assist humans in collaborative projects
assertion AGI and timelines 1 mention
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Evidence gate reduces corruption of correct proposals
assertion Existential and catastrophic risk 1 mention
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Reviewer can repair errors and replace correct decisions
assertion Existential and catastrophic risk 1 mention
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Male abstraction bias emerges in human and AI responses.
assertion Existential and catastrophic risk 1 mention
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More abstract concepts are associated with men.
assertion Existential and catastrophic risk 1 mention
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Moral panic about AI reifies the concept of an autonomous agent
assertion Existential and catastrophic risk 1 mention
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AI discourse lacks a coherent referent
assertion Existential and catastrophic risk 1 mention
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Critical minerals are needed for military, renewable energy, and AI
assertion Existential and catastrophic risk 1 mention
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UK is dangerously dependent on China for critical raw materials
assertion Existential and catastrophic risk 1 mention
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OGC-DPO is effective across varying numbers of objectives
assertion Existential and catastrophic risk 1 mention
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OGC-DPO reduces annotation cost
assertion Existential and catastrophic risk 1 mention
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Traditional tools understate White--Black gap in Democratic registration
assertion Existential and catastrophic risk 1 mention
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LLMs misclassify diverse names
assertion Existential and catastrophic risk 1 mention
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Thick alignment examines how values take shape and become contested
assertion Existential and catastrophic risk 1 mention
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Thin alignment techniques convert values into metrics via commensuration devices
assertion Existential and catastrophic risk 1 mention
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Deepfakes can spread lies
assertion Governance and regulation 1 mention
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AI-generated videos can deceive voters
assertion Governance and regulation 1 mention
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Pipeline found 948 local privilege-escalation vulnerabilities
assertion Cyber capability 1 mention
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OpenAI built an autonomous pipeline
assertion Cyber capability 1 mention
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OpenAI's approach to mathematics lacks transparency
assertion Evaluation and measurement 1 mention
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Democratic candidates promised to regulate A.I.
assertion Evaluation and measurement 1 mention
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Voters rejected data center projects
assertion Evaluation and measurement 1 mention
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AI could lead to pandemic worse than Covid
assertion Biological and chemical uplift 1 mention
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Voters backed anti-AI candidates in key states
assertion Existential and catastrophic risk 1 mention
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Voters supported 38 out of 44 measures to restrict data centers
assertion Existential and catastrophic risk 1 mention
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Lab sequences DNA and more
assertion Biological and chemical uplift 1 mention
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AI agents run automated biology lab
assertion Biological and chemical uplift 1 mention
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Falling birth rates require AI support
assertion Abundance and material wellbeing 1 mention
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AI agent pulls data from multiple sources
assertion Cyber capability 1 mention
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Albanese government is sleepwalking into another robodebt scenario
assertion Evaluation and measurement 1 mention
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Warhound develops mutant mutts
assertion Existential and catastrophic risk 1 mention
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ICE buys mechanical canines
assertion Existential and catastrophic risk 1 mention
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Dimensional develops robot dogs
assertion Existential and catastrophic risk 1 mention
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Democratic governors elected to stop data centre building
assertion Governance and regulation 1 mention
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Hinton says humans might be better off without AI
assertion Cyber capability 1 mention
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AI could trigger a large-scale incident
assertion Cyber capability 1 mention
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AI-powered malicious software likely to be used in hacking attacks by 2028
prediction Cyber capability 1 mention horizon 2028 open
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EU condemns cyber-attack on supermarket fridges
assertion Cyber capability 1 mention
Prediction lifecycle
A prediction moves through open → partially testable → confirmed / mixed / contradicted / unresolved. Resolution is a deliberate human act recorded with a note, never an automatic verdict, because deciding that a prediction came true is exactly the judgement a machine should not make silently.