AI & Automation
Practical AI applications, automation trends, and machine learning relevant to Algeria.
AI & Automation
The First Documented AI-Run Hacking Campaign Weaponized DeepSeek Against Tomcat Servers
A Chinese-speaking actor wired DeepSeek into an agent to auto-exploit Tomcat's CVE-2026-34486. Inside the first documented AI-run attack.
AI & Automation
The Agentic Browser Shakeout: OpenAI Retires Atlas as Comet Goes Free
OpenAI killed its Atlas browser on Aug 9, 2026, as Perplexity's Comet went free worldwide. Inside the agentic-browser repricing and shakeout.
AI & Automation
Microsoft’s Own Study: AI Coding Agents Lifted Merged PRs 24% — at a Million-Dollar Token Bill
Microsoft studied its own engineers: AI coding agents lifted merged PRs 24%, but token spend can hit millions. The ROI question, quantified.
AI & Automation
GLM-5.3 and the Open-Weight Surge: Capability Caught the Frontier, Safety Didn’t
Z.ai's GLM-5.2 ranked #1 open-weight and #4 overall on the Intelligence Index. GLM-5.3 shipped Aug 14 -- but the safety gap remains.
AI & Automation
OpenAI’s 80% Cut on GPT-5.6 Luna: The Inference Margin War Is Here
OpenAI slashed GPT-5.6 Luna to $0.20/M input tokens three weeks after launch. Inside the 80% cut that ends frontier pricing power.
AI & Automation
Pinecone Nexus: A Knowledge Layer That Just Edged Out Frontier Models on an Enterprise Benchmark
Pinecone's Nexus reached GA and topped τ-Knowledge — 47.4% vs GPT-5.5's 46.4% — at far lower cost. What it means and its limits.
AI & Automation
TrustScale’s Argus: A $70 Billion Problem Gets a Real-Time Fact-Checker
TrustScale launched Argus, a real-time AI hallucination detector that verifies claims 135x faster than manual checks. AI hallucinations cost firms $70B yearly.
AI & Automation
Qwen3.8-Max: Alibaba’s 2.4 Trillion-Parameter Bet That Cheap Beats Brilliant
Alibaba's Qwen3.8-Max packs 2.4T parameters at $2/$6 per million tokens — a fraction of Western rivals. Here's what enterprises should know.
AI & Automation
The $32 Billion Bet on Nothing Yet: Nvidia Pours $5B Into Sutskever’s Product-Less Lab
Nvidia committed $5B to Safe Superintelligence, valued at $32B with no product, revenue, or published research. Why the AI industry is pricing conviction over evidence.
AI & Automation
SK hynix’s HBM4 Gambit: Two-Thirds of Nvidia’s Rubin Memory and a 48GB Stack
SK hynix is set to supply roughly two-thirds of Nvidia's HBM4 for Vera Rubin, with a 16-layer 48GB stack and the third quarter of 2026 mass production. Why memory is the new moat.
AI & Automation
60% of Enterprise AI Agents Have Too Much Access — and Nobody Approved It
Opsin Labs found 60% of enterprise AI agents are over-permissioned as adoption grew 14x. Most were built outside engineering with no security review.
