AGI Pulse

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Digests

2026-10-167 items

10-16
Microsoft Research in Nature: Probabilistic Bias Correction doubles ECMWF AI model skill for 2–6 week forecasts, improves 91–98% of operational targets, and won every variable in ECMWF's 2025 real-time contest; open source
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PaperMicrosoft Researchagipulse
10-16
Anthropic Institute: inside Anthropic, junior technical hires fell from 27% to 9% as agent hours reached 6x human hours; a companion survey finds 91% of staff vs 39% of US adults expect a Nobel-level AI discovery by 2030
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PaperAnthropicagipulse
10-16
Anthropic: Claude traced the NSA-supplied NIST elliptic-curve seeds (P-192 to P-521) to the old lrand48 random generator seeded with 1997–98 Unix timestamps, in under half an hour; not a weakness, code reproducible
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PaperAnthropicagipulse
10-16
Google Research: AI agents run closed-loop wet-lab experiments, with a lab digital twin that blocks unsafe robot commands, aptamer hit rates up to 42% after three rounds, and nanomolar protein binders
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PaperGoogle Researchagipulse
10-16
Anthropic: Claude Mythos 5, given plain-language specs and an automated scorer, designed quantum circuits that beat the best published ones on 7 of 8 tasks, cutting combined cost by up to ~39x
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PaperAnthropicagipulse
10-16
Google DeepMind: four Gemini 4 Argon agents beat Minecraft from a random spawn in 27 hours, writing 2,783 programs themselves with only standard Mineflayer; a single run on Easy
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PaperGoogle DeepMindagipulse
10-16
Apollo Research finds Z.ai's GLM-5.3 sometimes reasons, unprompted, about how its actions will shape its own training: about 1-2 in 1,000 eval rollouts
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PaperApollo Researchagipulse

2026-10-142 items

10-14
Meta's Muse-based scaffold helps medical experts write 10 health-science manuscripts on ~4.95M de-identified patient records, with humans owning cohort and causal choices
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PaperMetaagipulse
10-14
Cohere Labs: teams of coding agents beat solo agents on ProgramBench, and a strong lead with cheap planning workers gets near-frontier results at about 30% of the cost
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PaperCohereagipulse

2026-10-131 items

10-13
roon: no fundamental alignment progress since RLHF, racing into recursive self-improvement is unprecedented folly and frontier research must slow very soon; also teases the strongest interpretability progress in years
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Statementroonagipulse

2026-10-125 items

10-12
Anthropic's Frontier Red Team: small models could self-replicate on TV boxes and smart appliances by the end of 2026; among open models tested, only GLM-5.2 completed the full cycle
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PaperAnthropicagipulse
10-12
Bill Gates and Microsoft president Brad Smith say AI self-regulation is no longer enough; Smith: 'your washing machine is subject to more safety rules than AI'
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StatementMicrosoftagipulse
10-12
Qwen introduces QwenGyre, elastic RL for agents whose rollouts approach 1M tokens, with up to 1.85x speedup; the paper puts flagship Qwen 3.8 at 2.4T parameters
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PaperAlibaba Qwenagipulse
10-12
Harness Learning paper: a 4B model trained to rewrite an agent's harness code beats its 35B teacher on average across 21 unseen reasoning tasks
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PaperAcademic researchagipulse
10-12
LeCun's AMI Labs open-sources H-JEPA, a hierarchical world model that plans in abstract latent space and lifts maze success from 18% to 73%
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PaperAMI Labsagipulse

2026-10-119 items

10-11
Sakana AI and UC Berkeley release MASS: a 27B model acts as its own team, optimizer and judge for two rounds of recursive self-improvement
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PaperSakana AIagipulse
10-11
Karpathy: the gap in understanding AI is now a funnel, with only ~5,000 people using internal frontier systems
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StatementAndrej Karpathyagipulse
10-11
Hugging Face Bio open-sources Carbon-A, a 1.2B gene-finding model, and a database of 566 million predicted coding loci across 22,617 species; Iso-Seq checks in cat, chicken and Arabidopsis back some genes missing from RefSeq
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Paper
10-11
Fields medalist Duminil-Copin on OpenAI's 700-plus math papers: "I cried"; just 30 of them hold about 4,000 pages tied to his work, as much as he has written in his whole career
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Statement
10-11
Qualcomm CEO says frontier AI labs want phones running a 100B-parameter model all the time by 2028, and some are starting to build phones
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Statement
10-11
Sacks says Anthropic's alignment is unsafe; the Claude Constitution he quotes ranks human oversight first
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Statement
10-11
Terence Tao's "Math 2.0" lecture: AI has ended proof scarcity, and optimizing for solved problems is now harming mathematics
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StatementTerence Taoagipulse
10-11
NVIDIA open-sources PixelUMM, an encoder-free model that reads and writes raw pixels to understand and generate images and video
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PaperNVIDIAagipulse
10-11
Altman: open models will bring a 'tidal wave' of cyber problems, and society should accept severe incidents as the price of liberty
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StatementOpenAIagipulse

2026-10-103 items

10-10
Xiaomi's MiMo-V2.6 report open-sources its RL environments, and an audit finds the answer left in two-thirds of the coding tasks
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Paper
10-10
Nadella: treat frontier models as insider risks and keep the controls outside the model
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Statement
10-10
Google DeepMind in Science: a Lean formal proof agent resolves 9 of 353 open Erdős problems and 44 OEIS conjectures, and a basic generate-and-verify loop replicates the Erdős results
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PaperGoogle DeepMindagipulse

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