CHANNEL

Research

"Research" is a topic channel on AGI Hunt, an AI news site updated around the clock in real time. Coverage: Papers, new methods, empirical findings, technical and research reports, academia (incl. AI4Science); benchmark and dataset releases land here.

Daily roundup: the latest AI News Daily — the past 24 hours across the whole site, per channel and per company · browse the archive

• Claimed proof would solve 3-SAT in sub-exponential time, breaking all NP-complete problems — IgorCarron · 2026-10-27
• Gowers: OpenAI's math drop includes Kakeya proof; AGMAI urges release of Yang-Mills outputs — calabi_and_yau · 2026-10-27
• Protein LM embeddings + similarity-based label augmentation improve pKa prediction — bravo_abad · 2026-10-27
• One activated neuron makes Qwen3-8B roleplay a dying star — tszzl · 2026-10-27
• New eLife study makes whole-brain mean-field models more biologically realistic — AnnaCiaunica · 2026-10-27
• GenXR-Bench: best coding agents pass only 50.9% on XR development tasks — rohanpaul_ai · 2026-10-27(2 related)
• Google's Thinking-in-Bets Nearly Eliminates False Reversals in LLM Agents — google · 2026-10-27
• Zhejiang University's RoboHarness Lets LLM Agents Beat VLA Models on BEHAVIOR — zju · 2026-10-27
• EmbodiedLab Benchmarks Robots That Must Act to Know in Simulated Labs — HexaFuture · 2026-10-27
• Mexican Teen Wins Gold With Sound-Wave Fire Extinguisher — aakashgupta · 2026-10-27(2 related)
• OverSeer Adds Fixed Cameras to Keep Multi-Agent World Models Consistent — sguada · 2026-10-27
• Nvidia researcher publishes simplified proof claiming ETH is false — fortnow · 2026-10-27(2 related)
• Gül Varol at ENPC opens 2027 PhD position in video and language research — gulvarol · 2026-10-27
• The tokenizer tax: non-English AI users face up to 17x token cost gaps — alexvoica · 2026-10-27
• New Research Release: Architecture Design, Theory and Ablations All Open-Sourced — YiMaTweets · 2026-10-27
• Prediction markets look 'accurate' but that's calibration, not accuracy — gleech · 2026-10-27
• SATE-Bench: 316 scenes show MLLMs stop exploring too early with high confidence — Tianchen Guo · 2026-10-27
• Nestor: nested attention sparsity from HKU/Berkeley challenges MoE for pretraining — hkuhk · 2026-10-27
• PKU paper redesigns video storage: decoupled frames cut random-access decode cost — PKU · 2026-10-27
• Mycelium meta-study reframes hallucination detection with new Span Coverage F1 metric — Julia Belikova · 2026-10-27
• Frank Nielsen generalizes Shannon entropy and KL divergence via pairs of quasi-arithmetic means — FrnkNlsn · 2026-10-27
• Single-context Fable 5.1 tracks math proofs and predicts which fragile conjectures fall next — repligate · 2026-10-27
• MIT lab: Brain waves may distort our perception of time passage — AnnaCiaunica · 2026-10-27
• Why understanding minds needs a 'developmental turn' — and what it means for AI — AnnaCiaunica · 2026-10-27
• Anthropic says internal Claude model autonomously discovered sub-exponential 3-SAT algorithm refuting ETH — likeastar20 · 2026-10-27(8 related)
• eLife study: LLMs poorly capture how word order shapes sentence meaning in the human brain — AnnaCiaunica · 2026-10-27
• AI Claimed Solution to ETH Problem Faces Verification Doubts — srchvrs · 2026-10-27(2 related)
• Why the exponential time hypothesis matters for AI reasoning complexity — srchvrs · 2026-10-27
• Ring-aperture VCSELs show best LI performance, argue researchers — jwt0625 · 2026-10-27
• Dev quips: if 3SAT constants are cosmic, P=NP wouldn't matter anyway — sytelus · 2026-10-27
• Bittensor subnet SN73 rebrands to Elenost, benchmarking perception in a simulated city — markjeffrey · 2026-10-27
• A 30-minute workflow for triaging any research paper — cneuralnetwork · 2026-10-27
• Nature Biotechnology: AI should join peer review as a bounded, non-voting, auditable 'reviewer' — OdedRechavi · 2026-10-27
• Anthropic says Claude found its core algorithm autonomously with 14M output tokens — sytelus · 2026-10-27
• Ablation table for Game24-from-Countdown shows hierarchical RL hitting 69.7 vs flat baseline 52.4 — vxnuaj · 2026-10-27
• Google maps every hedgerow in England with deep learning, making hidden ecology visible — danielrock · 2026-10-27
• Cohere Labs posts 6 WMT26 papers, finds small models are not yet polyglots — Cohere_Labs · 2026-10-27
• MatAnyone-E: 7.4x faster 4K video matting with 7.6% of the GPU memory — ccloy · 2026-10-27
• Steering a 'yandere neuron' makes the model spam 'I am soooo jealous!' — tszzl · 2026-10-27
• A simplified proof that the Exponential Time Hypothesis is false — porridgeraisin · 2026-10-27
• New paper uses RL post-training to push LLMs toward counterfactual-invariant fairness — nagpalchirag · 2026-10-27
• Rumor: OpenAI's 25-page proof of Sogge smoothing conjecture bypasses 20 years of work — teortaxesTex · 2026-10-27
• AV3D-Harness open-sourced: first agentic harness for 3D audio-visual real2sim — Scobleizer · 2026-10-27
• Skill∞: Recursive Self-Improvement Where Agents Optimize Their Own Optimization Skills — NationalUniversityofSingapore · 2026-10-27
• S3AC: Shanghai AI Lab's Stabilized Actor-Critic Method for LLM Long-Chain Reasoning — Shanghai-AI-Laboratory · 2026-10-27
• 229k-sample replication of Cohere's Qwen 3.8 malicious PUT claim raises more questions — builderjaydub · 2026-10-27
• AFROSCOPE identifies 640 African languages, beats frontier LLMs' 47.4 F1 with 97.9 — mageed · 2026-10-27
• HN discussion: paper argues Anthropic's research disproves the Embedding Hypothesis (ETH) — bananaflag · 2026-10-27
• Physicist on OpenAI's math result: it's mathematical physics, not theoretical physics — skdh · 2026-10-27
• Mechanistic Interpretability and Fast Memory Recall Are the Same Problem — mayfer · 2026-10-27