Small vs. mini.
ScholarEvolve uses published research to improve AI agents, raising Qwen's AppWorld task completion from 69% to 81.4% without retraining the model.
One of the representative algorithms in machine learning is the decision tree.A decision tree is a method that makes ...
If an AI-generated reply says "I will issue a refund," can you immediately provide the basis for that?For example, even if the documentation does not contain refund conditions, the draft reply might ...
Brotli decoder flaw CVE-2026-111497 affects Node.js, Bun, Python packages and Envoy; code execution was demonstrated on one ...
The cookbook supplies examples for chat fine-tuning, mathematics, programming and preference learning. AWS also says it provides agent skills to help coding assistants handle tasks across preparation, ...
Claude formally proved security properties in the compiled code of 123 open-source libraries. Along the way, it found bugs ...
Nvidia's RTX Spark packs an NPU that we know very little about, but I was able to get it working.
UCSB and Microsoft's ScholarEvolve generates code from academic papers to improve an agent's harness without retraining model weights. It raised Qwen3.5-27B's task completion rate to 81.4%. Here is ...
Nimble's Yuval Bertocchi explains how code turned collected web data into a complete result. His LDS interview examines the ...
Debug RLEF reward arithmetic in Python: distinguish sampled log ratios from exact KL, test clipping bias, and verify ...
These past couple of days, we got a lot of unofficial PC ports for numerous console games. So, I've decided to share most of ...