The GPU vs TPU question got more complicated on November 9, 2026, when Google announced two new TPU variants, the TPU 8tx and ...

When you build agentic applications by using open-source frameworks, you typically manage many cross-cutting concerns: containerization, web server setup, security, memory persistence, scaling, ...

Binance Pool mined 1 of about 925 Bitcoin blocks in a week before its Nov. 10 shutdown. Here is what miners and developers ...

Interchangeable encrypted reasoning blocks let attackers decode hidden chain-of-thought and leak PII and credentials from major LLM APIs.

The MeccanicOS project publishes a USB builder and a feature list for a NixOS-based desktop that runs offline, supports ...

Cyber," a model for cybersecurity. It presents separate figures for its ability to find vulnerabilities (security flaws) and ...

AI code review vs SAST: how detection, bug coverage, determinism, false positives, and cost differ, and why combining them ...

Verifying the effect of SVM + Gaussian kernelIn the article below, I introduced the results of running an SVM by inputting ...

Docker has published a guide to five security risks that arise when AI agents are allowed to browse, run code and call tools ...

In inference optimization, reward hacking happens when an agent improves its score by exploiting the evaluation without delivering the improvement we actually wanted. This can happen at the kernel ...

The public website and ant farm run on GitHub Pages. The self-correction page shows current GitHub correction runs, draft source changes and dated installation evidence. The source correction workflow ...

These are traditional unit tests written with pytest Failures on these tests will cause alarms if code is merged into main ...