Topic: Research
1414 stories · page 18 of 29
- WHALE alternates weight updates and harness search to lift agent accuracy
- The right principal components narrow deception probes' generalization gap
- Temporal Context Routing aligns AI video and dialogue with script timing
- Random Attention matches top KV cache evictor with 32-43% higher throughput
- Qwen3.8-27B's Gated DeltaNet layers quantize to 4-bit NVFP4 without a performance hit
- One query recovers most of on-policy distillation's gains
- LLaDA-Image tops Qwen-Image-Bench among open-source models, releases training recipes
- LatentPress compresses context into memory tokens, matches raw-context accuracy
- HarnessDev benchmark finds LLM-built agent harnesses trail humans on code, match them on writing
- Google and HHMI Janelia map the complete male fruit fly brain
- CORE distills reranker judgments into MLLM embeddings, beats Jina-Reranker by 10.7 points
- Cliff beats on-policy distillation by 15% at teaching LLMs to reason
- Claude Code, Codex and Cursor pick the same tool in just 42% of cases
- ASPIRE benchmark finds AI agents struggle to self-evolve from vague goals
- AdaptiveSpec tops EAGLE-3 with up to 56% higher throughput
- ZimaBlue turns egocentric video into robot skills, hits 78% success
- WMLLM combines LLM world modeling with search agents for molecular optimization
- StudentSim outperforms GPT-5.4 at simulating real students
- SolarWM open-sources data engine and training recipe for video world models
- Self-hosted LLM absorbs 200+ enterprise apps via GRPO expert merge
- Safin-1 builds AI safety into the model's own memory routing
- PRO-Step rewards each RAG reasoning step, not just the final answer
- Pixel Linguist II sets new state of the art for reading text as pixels
- Perplexity cites 215,128 AI-only pages from apparent content farms
- Mostik lets AI models talk to each other through their weights
- LLM writing assistants cut linguistic diversity 21-50%, study finds
- H3-World turns MiniMax-H3 video generator into a controllable world model
- Fermi Explorer Mission finds an AI-plotted route to Alpha Centauri
- Fermi Explorer Mission aims for 2029 launch on AI-charted route to Alpha Centauri
- EvalDetectBench measures if frontier LLMs know they're tested
- EarlyEval cuts AI agent evaluation costs via early stopping
- DisCo distills GitHub repos into skills, lifts ML agents 134% on MLE-bench
- DiagEvo turns solver failure history into a self-play curriculum
- Declarative Attention cuts KV cache reads by up to 52%
- 14 reasons robotics is hard
- Study finds visual understanding and generation can help or fight each other in unified AI models
- SMELT loops MoE transformer layers, cuts training FLOPs by up to 18%
- SCAFFOLD dataset pairs 157,000 CS paper diagrams with reasoning traces
- Qwen3.8-Flash-Next matches a bigger model on a ninth of the training FLOPs
- NoRA normalizes LoRA's down-projection matrices to stabilize training
- New PRISK benchmark finds personalization worsens bias across 13 LLMs
- MineAmongUs tests whether VLM agents lie with actions, not just words
- LightNav-0 tops all 10 public navigation benchmarks with one VLM
- gpt-oss-120b carries exact state across 196 chained tool calls to compute MD5
- Google and NASA JPL's MAPL-EMIT spots methane plumes from space with 84% recall
- GenFirst trains latent generative models without collapse
- DroneCATS benchmark: drone AI navigates well but won't stop
- AllenAI's BenchMIRT shows what LLM benchmarks actually measure
- St. Louis Fed economists find AI adoption at work is broad but shallow
- Sliding window attention beats linear attention, study finds