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ARC-SORT hits 81.82 HOTA on SportsMOT and runs at 50 fps
The training-free ARC-SORT tracker scores 81.82 HOTA on SportsMOT with the fewest ID switches among 69 entries, and runs at about 50 fps on a laptop RTX 3060.
SciΠvot benchmark: the best LLM picks the right plan 63.5% of the time, versus 73.4% for humans
A benchmark of 248 senior-researcher corrections finds the best model picks the right call 63.5% of the time; fresh researchers hit 73.4%. Project context tends to…
GlobeBench: The Best LLM Correctly Predicts Environment Responses in Only 49.57% of Tasks
The 1632-task GlobeBench found that the best of 20 models, GPT-6 Astra, simulates the environment's response correctly in only 49.57% of cases. No model solved 631…
LLM-Attacker Benchmarks Split-LLM Attacks: Gradients Raise Leakage to 37.77%
Data Rewriting Beats DP-SGD on the Privacy-Quality Trade-Off
Kolab: 115 Hours of Recordings Show That AI Agents Don't Understand Their Human Colleagues
DialFork measured procedural hallucinations in agents across 36,278 dialogues
AlphaBet trains an LLM agent to forecast events: Brier score improves 14.4%
Researchers trained GLM-4.5-Air to search for data and give probabilities across several dates. Brier on Forecast-Dojo fell from 0.731 to 0.626, on FutureX from…
RealCLI: The Best Terminal AI Agent Scores 49% on a Test of Working With a Human
The new RealCLI benchmark checks not only whether an agent solved a terminal task, but also how it works with the user. The best of 33 configurations scored 49.2%…
OpenAI shows how ChatGPT builds a catering pitch for a Toronto restaurant
Natura-1 Teaches Robots Dexterous Hands With a Million Hours of Human Experience
Apple's LensVLM compresses long agent context into images and teaches the model to "zoom"
MemSilicon Completes Tape-Out of MountTai 2026, a 1 Gbit 1T4R RRAM Chip
Recursia Beats Nvidia ASPIRE by 10 Points on Long-Horizon Robot Tasks
Recursia, built on the Embodied RSI paradigm, targets zero-shot generalization in robots. On long multi-step tasks, it outperforms Nvidia ASPIRE by 10 points.
ETH and Roche Train AI to Predict Where C–H Borylation Will Occur on a Molecule
ETH Zurich and Roche researchers used AI to predict C–H borylation sites, a step toward faster lead refinement in medicinal chemistry. The work appeared in a…