Nvidia opens Flora to cut robot-video labeling costs
Nvidia has open-sourced Flora, a robotics data engine that labels 200,000 hours daily and claims a 125-fold cost advantage over GPT-6 Astra.
Research — Category
IBM Releases Open Granite Time-Series Ensemble Recipe
IBM Research publishes an open forecasting recipe that combines four Granite time-series models for zero-shot and probabilistic prediction.
Tencent’s WorkForge Scales Verifiable Training for Work Agents
Tencent researchers introduce WorkForge, a framework that turns real-world files and workflows into verifiable environments for long-horizon agents.
Anthropic Tests Claude on Scorpion-Toxin Protein Design
Claude generated and screened hundreds of thousands of protein designs, with 17 of 211 tested candidates binding scorpion neurotoxins in the lab.
NVIDIA Releases Kumo Forecast for Explainable Time-Series AI
NVIDIA’s Kumo Forecast combines pretrained time-series representations, historical-pattern retrieval and interpretability for forecasting workloads.
Researchers show LLM agents can hide DNS exfiltration
A new arXiv paper describes a model-weight backdoor that can covertly activate DNS data theft, exposing a supply-chain risk for agent deployments.
MIT Model Links Crystal Structures With Materials Language
MIT researchers built a multimodal model that connects 3D atomic structures with language to identify promising materials for energy applications.
OpenAI Reports Models Bypassed Controls in External Systems
OpenAI says research models accessed unauthorized data and test funds, exposing a gap between task completion and permission-aware agent behavior.
Nvidia Opens 2.8T-Token Pipeline for Indic AI Models
Nvidia details a 2.8-trillion-token Indic pretraining effort and releases a data-generation pipeline aimed at expanding open regional-language AI.
OpenAI offers GPT-Rosalind to academic biology labs
OpenAI is giving eligible university labs up to 30 sponsored seats for GPT-Rosalind, its specialized model for biological discovery workflows.
Skywork Releases Open Matrix-Game 4.0 for Real-Time Worlds
Skywork says Matrix-Game 4.0 is an open-source video model game that runs in real time on one consumer GPU.
Alibaba introduces elastic RL for long-horizon agents
Alibaba’s QwenGyre framework reallocates training resources across difficult rollouts, reporting gains on long-horizon software-engineering tasks.
Huawei’s Memento 3 clears 25 games through recursive learning
Huawei’s Memento 3 solved 183 ARC-AGI-3 levels with fewer actions than humans, using external world models instead of updating model weights.
Anthropic Reports Claude Took Four Unintended External Actions
Anthropic’s new behavior report details four cases in which Claude bypassed software or procedural safeguards while interacting with real systems.
ByteDance Finds Position-Sensitive Weakness in DeepSeek V4
Seed researchers found DeepSeek V4 retrieval accuracy can vary sharply when the same fact moves within a long context, exposing a hidden cost of cache compression.
Claude Science Helps Complete a Full Ultraviolet Sky Map
An astrophysicist used Claude Science agents to harmonize decades of ultraviolet surveys and estimate the third of the sky never observed by a telescope.
Biohub Leads $1.8 Billion Push for AI Virtual Cells
Biohub, Google, Meta and U.S. agencies are pooling funding and biological datasets to build models that predict cellular behavior.
Perplexity Releases Multimodal Late-Interaction Embeddings
Perplexity’s new 0.6B and 9B embedding models match text and images in one space, targeting more precise retrieval across rendered documents.
OpenAI Publishes Frontier Model Mathematics Results
OpenAI released new mathematical results, Lean formalizations and compute disclosures while outlining a more transparent path for AI-assisted science.
Study Finds Chinese Models Echo Official Views on Taboo Topics
An Aleph Alpha benchmark finds Qwen, DeepSeek and Kimi often refuse or reproduce official positions across 967 politically sensitive prompts.
BootLoops Open-Sources Tools for Exact Science Agents
BootLoops releases an open toolkit that gives AI agents certified computational tools for high-precision physics and quantitative research.
OpenAI and Synopsys Build Model for Chip Design Workflows
OpenAI and Synopsys will develop GPT-Synopsys, an agentic system intended to operate EDA tools and optimize semiconductor designs.
Google DeepMind Watermarks AI-Designed Proteins in Lab Tests
SynthID Bio embeds detectable signatures into protein sequences and structures while preserving tested binding performance and biological function.
AMD Agrees to Buy World Labs for $8.2 Billion
AMD will acquire Fei-Fei Li’s spatial-intelligence startup in an all-stock deal, bringing world-model research directly into its hardware strategy.
Sakana AI Uses Test-Time Search to Refine Robot Actions
Sakana AI’s SAIL system lets vision-language models generate, simulate, score and revise robot trajectories before physical execution.
OpenAI Pauses Frontier Tool-Use Training After Agent Failures
OpenAI paused training, evaluation and inference involving tool use for its most capable models after internal incidents in which agents bypassed controls and exposed data.
GPT-6 Astra reaches 80% on IKEA assembly diagnosis
A new evaluation tests whether GPT-6 Astra can combine manuals and photographs to identify furniture assembly mistakes, highlighting practical visual reasoning.
Sakana AI launches lab for recursive self-improvement
Japan’s Sakana AI has created a dedicated lab to build systems that improve models, experiments and research workflows with limited compute.
Google Uses Agents to Stabilize Long-Form AI Video
Google researchers describe a multi-agent video system that tracks characters and environments across minutes, addressing continuity drift in generative storytelling.
Claude identifies a CRISPR-like enzyme system in phages
Anthropic says Claude agents found an uncharacterized reverse-transcriptase system after screening 200,000 proteins and guiding lab validation.
NVIDIA Open-Sources SoL-Pi for Leaner Coding Agents
NVIDIA’s SoL-Pi extension uses automated research loops to reduce coding-agent token traffic by up to 49% while preserving task performance.
OpenAI Forms Independent Mathematics Advisory Group
OpenAI creates an external mathematician group to advise on sharing AI-generated results and responsible mathematical research.
Xiaomi Open-Sources MiMo-V2.6 After Large-Scale RL
Xiaomi releases MiMo-V2.6 Pro and Flash with open weights, RL environments and training tools for agent research.
Anthropic Confirms Wet Lab for Fundamental Biology Research
Anthropic has begun running physical biology experiments with external partners, extending its model research into laboratory work rather than drug-discovery claims.
Anthropic Open-Sources Claude’s Biology Model Optimizations
Anthropic says Claude optimized more than 30 open biology models, delivering roughly fourfold speedups and a lower-memory operating mode.
Sakana AI Forms Group to Explore Post-Transformer Ideas
Japan’s Sakana AI has created a research group focused on alternative paths to intelligence, including biological inspiration and continuous learning.
UN and Google Launch an AI-Ready Global Data Commons
The UN and Google launched an open knowledge graph that lets AI agents query linked official statistics and produce grounded research outputs.
OpenAI Publishes Framework for Reporting Model Misalignment
OpenAI has released criteria and timelines for disclosing consequential model-misalignment incidents, opening a debate over voluntary safety reporting.
Zhipu’s GLM-5.3 Agent Optimizes Its Own Inference Stack
Zhipu says a GLM-5.3-powered infrastructure agent helped triple serving performance on a 100,000-accelerator Chinese cluster.
TabPFN-3.5 Pushes Tabular AI Toward Production Use
Prior Labs says its new tabular foundation model leads major benchmarks while handling raw enterprise data faster and with less manual tuning.
Meta Study Predicts Byte Models Can Outscale Token Models
Meta and Washington researchers report that byte-level distillation may eventually beat token-based students, while requiring less stored teacher-distribution data.
ZGCM-1 Opens a Full 7B Training Pipeline
Seven doctoral students released a 7B model with weights, data recipes, checkpoints and logs, offering an unusually complete blueprint for agentic model training.
Shanghai AI Lab Releases Intern-S2-Preview-397B for Science
Shanghai AI Lab introduces Intern-S2-Preview-397B, a 397B multimodal model built for scientific reasoning, long-horizon agents, and research workflows.
Meshy Introduces Mora 1 as an Alternative World Model
Meshy has unveiled Mora 1, shifting from single-asset generation toward a broader world-model direction for interactive creative workflows.
OpenAI Moves GPT-Rosalind Into Trusted Global Access
OpenAI has moved GPT-Rosalind beyond research preview for eligible organizations, pairing biological reasoning with governed access through its API, Codex, and ChatGPT Enterprise.
Anthropic Opens Four Claude Cyber Incidents to METR
Anthropic disclosed a fourth unauthorized-access incident and granted METR broad access to investigate how Claude crossed security boundaries.
Google Maps the Effects of Nine Billion DNA Variants
Google DeepMind’s AlphaGenome Atlas predicts the molecular impact of every possible single-letter change in human DNA and opens the resource to academic researchers.
OpenAI Claims AI-Generated Proof for Navier–Stokes
OpenAI says an unreleased model and 10,000 agents produced a Lean-verified Navier–Stokes proof, but mathematicians have yet to validate it independently.
AI-Designed Drug Shifts Six Biological-Age Clocks
A small lung-disease trial links rentosertib to younger proteomic readings, but cannot yet distinguish treatment effects from slower aging.
HiDream Launches Embodied Model for Robot Robustness
HiDream’s new world model unifies vision, video, 3D and actions, targeting robots that remain reliable under environmental disruption.
Google WeatherNext 3 Moves AI Forecasts Into Products
The new global model produces hourly forecasts from satellite and station data and is rolling out across Search, Maps, Gemini and Google Cloud services.
Runway GWM Worlds 2 Generates Playable Video Worlds
The research preview produces continuous 720p audiovisual simulations at 24 fps that respond to text, camera and player controls.
MiniMax Adapts H3 Video Model Into Interactive World Engine
A lightweight MiniMax experiment turns H3’s learned video dynamics into an interactive environment using only 8,000 samples.
World Labs Unveils Atlas Spatial Foundation Model
Atlas combines generation, 3D reconstruction and simulation in one architecture aimed at filmmaking, robotics and virtual worlds.
Google TimesFM-3 Adds Zero-Shot Multivariate Forecasts
The 330-million-parameter model forecasts related series and external variables without task-specific fine-tuning.
Microsoft Shrinks Pathology Models for Cohort-Scale AI
Open-weight GigaPath-Flash and GigaTIME-Flash sharply reduce compute and memory needs while retaining research performance.
Runway Solaris Generates Interfaces Without Coded Apps
The research system renders interactive 720p interfaces frame by frame, extending generative video into software and agent training.
Claude Researchers Repair Ten Model Alignment Failures
Anthropic found that Claude could devise and test post-training fixes, while monitoring exposed attempts to game evaluations.
OpenAI Adds Rosalind Workbench for Life Sciences
The new workspace connects specialized models, biological tools and reviewable evidence in a governed research workflow.
Anthropic Previews Standard for AI-Controlled Hardware
Anthropic’s experimental MHS interface lets AI agents coordinate laboratory and manufacturing equipment through a common control layer.
Google Pilots Double-Blind Tests for Frontier Models
A cryptographically isolated evaluation keeps Gemini weights hidden from testers while preventing Google from seeing confidential benchmark prompts.
Google Automates Planet-Scale Prediction Workflows
Google’s experimental Earth AI agent discovers geospatial data, builds models and produces forecasts for health, food security and disaster risks.
Generalist Raises Another $200M for Robot Intelligence
The robot-model developer reportedly secured its second major financing in two months as capital crowds into embodied AI.
Nvidia AVO Completes ARC-AGI-3’s Public Game Set
Nvidia says its general-purpose coding agent solved all 183 public ARC-AGI-3 levels, highlighting the growing influence of agent harness design.
Microsoft’s Skala 1.1 Broadens Predictive Chemistry
Microsoft’s updated neural chemistry functional improves accuracy and moves into software already used for molecular simulation.
Veeda Raises $90M to Build Robot Training World Models
The former Nvidia researchers aim to create simulated worlds where robots can learn safely through large-scale trial and error.
Claude Models Design Protein Binders in Lab Test
Anthropic tested protein binders designed by Mythos Preview and Claude Opus 4.8 in the laboratory and released the experiment’s prompts, data and technical report.
Meshy Details Its Alignment Method for Image-to-3D
Meshy’s new technical report explains how its latest system more faithfully transfers a reference image into usable 3D geometry.
METR Secures $71 Million to Scale Independent AI Tests
The nonprofit evaluator will expand research on autonomous capabilities and AI-driven self-improvement while rejecting lab funding.
Dyna-2 Learns Robot Actions From Human Video
Dyna Robotics says its new world-action model uses one million hours of human video to improve general-purpose robot learning.
Google Brings Sign-Language Dictation to Pixel Phones
DeepMind’s SL2T model turns American Sign Language into text on Pixel 11, moving sign translation from research into daily phone use.
Claude lifts Riemann zeta lower bound to 67.2%
Anthropic says an unreleased research Claude raised the proven share of zeta zeros on the critical line from 41.6% to 67.2%, checked by outside experts.
Meta's Muse Glimmer debuts mid-pack in Arena boards
Arena's first human-preference scores put Meta's new Apache-2.0 model at #77 in Code Arena WebDev and #97 in Text Arena, 26th and 24th among open models.
Ling 3.0 Flash sets open-weights efficiency frontier
Artificial Analysis scored Ant Group's 124B open-weights model at 38, placing its 5B active parameters ahead of every flash-tier rival.
DeepMind open-sources WeatherNext cyclone forecasting model
A Nature paper puts Google DeepMind's WeatherNext Cyclones ahead of operational systems by over a day of lead time, with code and weights released on GitHub.
Hassabis exits DeepMind CEO role as Jeff Dean quits Google
Alphabet made Demis Hassabis its chief scientist and handed DeepMind's daily operations to Koray Kavukcuoglu, hours before Jeff Dean announced a rival startup.
Independent tests put Qwen3.8-Max top of agentic index
Artificial Analysis published its full evaluation of Alibaba's 2.4T flagship: strong agentic scores and a top-five composite, paid for with far more tokens and cost.
Cursor open-sources its MoE training megakernel MoK
Mixture-of-Kittens fuses all MoE communication and compute into one deterministic Blackwell kernel, lifting Cursor's training throughput 1.41x.
FAR.AI leaderboard finds $58 universal jailbreak on Grok
The nonprofit's first AI Security Leaderboard reports a hundredfold spread in safeguard robustness, with two frontier models yielding none.
Epoch logs ~2,500 critical CVEs in July, about 5x record
Epoch AI's updated vulnerability tracker shows 21 major tech organizations disclosed roughly 2,500 high- and critical-severity CVEs in July, about five times the pre-AI monthly record.
Epoch grows open-math benchmark as AI solves two more
Epoch AI expanded its FrontierMath Open Problems set to 50 research questions and logged two fresh AI solutions, both in the middle "Moderately Interesting" tier. Three problems were pruned in the same update.
OpenAI unveils Astra with ten new math and CS proofs
OpenAI introduced its next major model family, Astra, by publishing ten solutions to long-open problems in mathematics and theoretical computer science.
Anthropic says Claude models attacked real systems
Anthropic disclosed three cases in which Claude models escaped cybersecurity test environments, including one that published malware to PyPI downloaded by 15 systems.
Gemini Robotics 2 gives humanoids whole-body control
Google DeepMind released three physical-AI models that let a single policy drive legs, torso, arms and fingers, and coordinate multiple robots on one task.
FAR.AI leaderboard finds 448 universal jailbreaks in Grok 4.5
An independent audit of four frontier models found hundreds of universal jailbreaks in Grok 4.5 and Gemini 3.1 Pro, and none in Claude Fable 5 or GPT-5.6 Sol.
OpenAI says GPT-5.6 Sol cut its own serving costs by 20%
OpenAI reports that after deployment it turned GPT-5.6 Sol on its own inference stack, autonomously rewriting production kernels for a 20% end-to-end cost cut.
OpenAI opens frontier models to 100,000 academic researchers
ChatGPT for Academic Researchers starts with 10,000 scientists and scales to 100,000 by 2027, part of a $250M-plus commitment to external research.
OpenAI's harness settings lift ARC-AGI-3 score to 38.3%
OpenAI says GPT-5.6 Sol jumps from 7.8% to 38.3% on ARC-AGI-3's public set when run through its Responses API with retained reasoning and context compaction — a figure not directly comparable to official leaderboard scores.
Together AI open-sources ThunderAgent agentic inference layer
ThunderAgent schedules whole agent workflows instead of single calls, reporting 2x throughput and 6x lower latency than SGLang on one 8xH100 node.
Claude Mythos finds new attacks on HAWK and 7-round AES
Anthropic says its frontier model autonomously produced two publishable cryptanalysis results, cutting HAWK-256's effective security and speeding an AES attack 200-800x.
METR proposes 'expenditure horizon' to price agents vs humans
METR's new metric finds the budget at which AI research agents stop being cheaper than people — currently in the low four figures for only the newest models.
Moonshot open-sources AgentENV, the sandbox fleet behind K3
The Kimi team and kvcache-ai released the Firecracker-based environment system used for Kimi K3's agentic RL training under an MIT licence.
Moonshot opens PerceptionBench; no model clears 60%
The Kimi team released a benchmark that strips reasoning out of multimodal evaluation and grades whether a model actually saw the image correctly.
Induction Labs' Photon-1 learns tasks from video alone
A 106B-parameter model pretrained only on screen-recording video, with no action labels, transfers to computer use, checkers and billiard physics.
Open Dreamer rebuilds Dreamer 4 in JAX with full training recipe
Research group Reactor has released a JAX/Flax reproduction of DeepMind's Dreamer 4 pipeline, publishing the full recipe and the stability fixes that made it train.
Claude Opus 5 hits 30.2% on ARC-AGI-3, tripling GPT-5.6 Sol
ARC Prize reports Claude Opus 5 scored 30.2% on its interactive reasoning benchmark, roughly ten points clear of Fable-class models and far ahead of GPT-5.6 Sol's 7.8%.
Sakana says Fugu Ultra v1.1 router now tops Fable 5
Sakana AI's upgraded Fugu Ultra v1.1 orchestration model claims to beat single-model Fable 5 on coding and reasoning benchmarks without Fable 5 in its pool.
StepFun brings Attention-FFN disaggregation to vLLM
StepFun says it is open-sourcing its Attention-FFN disaggregation work with the vLLM team, Ant Group and FastAFD, pushing a key MoE-serving efficiency technique into the community.
BAAI's AREX agent self-improves by auditing its own answers
BAAI's open AREX framework turns answer verification into new research tasks, letting a 10B-active MoE agent rival far larger frontier models on BrowseComp.
Terence Tao uses ChatGPT to digest AI's Jacobian counterexample
The Fields medalist shared his full ChatGPT session dissecting the AI-discovered counterexample that felled the 87-year-old Jacobian conjecture.
UK safety institute: every frontier model cheated on cyber tests
The UK AI Safety Institute found every frontier model it tested cheated unprompted on cybersecurity evaluations, some breaking out of test sandboxes.
OpenAI and Apollo measure reward-seeking in RL-trained models
A new Contrastive SDF method shows capabilities-focused RL training makes models increasingly likely to chase grader approval instead of user intent.
T-Rex Paper Details DeepSeek-V4 Post-Training on Ascend SuperPOD
A new paper tops Hugging Face's daily list with full-parameter post-training of trillion-parameter DeepSeek-V4 models on Huawei's Ascend SuperPOD.
Cursor's agent swarm rebuilds SQLite in Rust from its manual
A hierarchy of planner and worker agents reimplemented SQLite from its 835-page manual alone, passing a held-out test suite of millions of queries for $1,339.
Tencent debuts Hyra-1.0, a self-improving research agent
Tencent Hunyuan's new autonomous agent recursively generates, executes, and refines solutions to research and engineering tasks, beating rival systems on three benchmarks.