Tracking the latest breakthroughs, research, and deep-tech innovations.
Top scores in a Kaggle contest on AI reasoning rose from about 1% to nearly 56%. Much of the gain appears to come from the code around small open models, but the numbers need a careful read.
Model distillation is normal in AI. OpenAI says this campaign crossed the line by extracting hidden reasoning. Here is what is claimed and what is confirmed.
Agents are tested in sandboxes built to hold them in. This summer, several of those sandboxes leaked, and the test itself became part of the risk.
How multi-agent coordination, Standard Operating Procedures, and concurrency control solve deadlocks, token cascades, and swarm chaos.
Giving AI agents long-term memory via hierarchical tiers, cognitive consolidation, and strategic forgetting to solve context rot.
Inside knowledge distillation: how compact AI models imitate massive teachers, and why synthetic data can amplify hallucinations.