AI Weekly Malaysia

Import AI 470 covers a METR study finding AI has caused major acceleration in cybersecurity vulnerability discovery (cURL, OpenSSL, Firefox, Microsoft, NVD, OSV all showing dramatic increases in 2026 vs 2025), minor acceleration in mathematics (arXiv submissions doubled in some areas; problems like the Jacobian conjecture solved), and no measurable acceleration in AI research optimization across seven benchmark areas. The newsletter also touches on SPADE for automated environment generation and Hawkeye for GPU kernel optimization.

Why: If you ship software, the METR data on cyber vulnerability acceleration means your security review pipeline needs to handle a higher volume of reported CVEs across common dependencies like cURL and OpenSSL — plan for triage throughput, not just severity. For AI/ML practitioners, the null result on AI research optimization is a useful reality check against assuming LLMs are meaningfully improving algorithmic progress in areas like matrix multiplication or Gurobi MIP.

TechCrunch announced Replit CEO Amjad Masad will speak at Disrupt 2026 (Oct 13-15, San Francisco) about the future of programming and AI-assisted development. The article highlights Replit's revenue run-rate approaching $1B annually, up from $2.8M reported in 2024, and a $9B valuation reached six months after a $3B valuation.

Why: Replit's revenue jump from $2.8M to a ~$1B run-rate in under two years is a concrete signal that the vibe-coding market is monetizing at scale, not just generating hype. Founders building AI-assisted dev tools should note the valuation tripling in six months and consider whether their own positioning targets nontechnical users vs professional coders, since Replit is explicitly betting on both.