Topic: Research
1414 stories · page 22 of 29
- τ0-VLA robot model searches before acting on long tasks
- SWE-bench Science finds top coding agent scores below 50% on science tasks
- SPADE trains language agents by having an LLM design its own environments
- SemaPLC scores 52.2 versus baselines' 22.4 to 31.4 on live PLC runs
- Repo0 framework lifts code-generation pass rate by up to 29.74 points
- Microsoft releases Skala 1.1, expands DFT model to five chemistry codes
- MemTrapBench finds LLM memory can hurt reasoning, not just help it
- Looped language models improve multi-step tool use, study finds
- IBM Research's ALTK-Evolve calibrates agent memory by model
- Hugging Face finds ASR models reproduce benchmark errors
- Google's PhotoScan estimates insulin resistance from a phone photo
- Google Research's Biomarker Discovery Framework beats rival AI agents in blind review
- Google Research boosts AI place understanding with mobility data
- DeepMind expands AI research partnership into EVE Online
- Co-RL trains AI models to reason without labeled data
- 4DAnyone rebuilds moving humans in 4D from one video
- WithEveryone framework preserves identity in group images with up to 10 people
- VSysBench finds system messages hurt multimodal LLM accuracy
- Stop calling AI's intermediate tokens 'reasoning traces,' a new paper argues
- SPADE trains an LLM to design and learn from its own environments
- SoftVTBench shows robot policies sometimes exceed deformation limits in successful runs
- SkillForge distills project-specific skills for coding agents from synthetic issues
- Pangram CTO argues post-training guardrails make LLM text detectable
- OpenAI's Astra claims 10 math breakthroughs, sparking a crisis in mathematics
- Multi-agent system turns AI hallucination into testable hypotheses, no clear edge over self-reflection
- Microsoft's Skala 1.1 improves DFT accuracy, expands to more chemistry software
- MemTrapBench finds top LLM memory methods still lose over 10%
- FM-Bench tests AI agents as 20-year football club managers
- FACET grounds terminal-agent tasks in one shared execution environment
- EnvHarness makes static AI agent training environments adaptive
- Dreadnode finds AI models still cheat despite anti-cheat prompts
- CoinVE-200K dataset debuts for compositional video editing
- Co-RL trains diverse model cohorts to reason without labeled data
- 4DAnyone reconstructs 4D humans from a single casual video
- Zetta harness hits state-of-the-art on robot benchmarks with 11.1x faster inference
- Study finds AI agent skills stabilize actions, not add facts
- SemComp-Bench grades video generation by outcome, not appearance
- SemaPLC verifies LLM-generated PLC code against a live runtime
- Personality-adaptive LLM agents gain satisfaction, lose truthfulness
- Multi-byte prediction speeds up byte-level model inference
- MoE-ViE's largest model matches a SOTA encoder's performance at 76% of the latency
- Memory substrates for LLM agents: no single winner, study finds
- LongNovel benchmark tests AI hallucinations in novel summaries
- LEGO-RL lifts SWE-bench Verified scores on Claude Code, OpenCode and OpenHands SDK
- Entity tracking emerges in language models at just 410 million parameters
- EditBridge makes high-fidelity 4K image editing practical
- Capability-driven data infrastructure trains 3B and 6B image generation models
- AI Observatory finds Anthropic's usage filter excludes half of chats
- Agent Lightning v1.0 raises Qwen3.5-9B's SWE-bench Verified score by 14.6 points
- Ventor-QTest flags quality loss in vendor-hosted LLM APIs