#opensource

AI‑driven cyber threats rise—China‑linked attacks breach cloud in minutes, prompting US bans on DeepSeek tech and sparking a debate on sovereign AI security.

DeepSeek V4.1 Flash outperforms GPT‑6 Sol in offensive cybersecurity, challenging proprietary AI dominance and sparking debate over open‑weight models’ future.

Explore the hottest GitHub repos of the week—Solid Glass, B Desktop Companion, and OpenFilm—each driving AI and desktop automation with unprecedented star growth and game‑changing features.

AI labs inflate benchmark scores by an average of 6.4%—discover why independent tests differ and how this impacts real‑world model performance.

Debate rages over AI in software development: open‑source pros vs. anti‑AI advocates, weighing regulation, code quality, and supply‑chain integrity.

Google’s Harness2 lets AI agents autonomously refine their harness—improving performance without changing model weights. Learn how it boosts Gemini 3.5 Flash and GLM‑5 benchmarks while sparking debate about self‑improvement limits.

Explore the week’s hottest GitHub repo surges: Solid Glass, Pi Harness, B Desktop Companion, OpenFilm, and Folkbench Switch—AI tools redefining visual workflows, orchestration, and cost‑sensing.

Berth

Track GitHub’s fastest‑growing repos: Motionmaxxing, OpenFilm, Pi‑Harness and more lead AI video & dev tools with 450‑700% star jumps.

Kolibri‑1 now runs in llama.cpp: unlock 78 B‑parameter, bilingual MoE reasoning with 3.46 B active params, up to 1M‑token context – ready for local inference.