Exploring how AI is reshaping our world
Daily analysis of AI tools, research, and industry shifts — written for engineers and decision-makers.
-
AI Coding Agents in 2026: 90% Adoption, Zero DORA Gain
90 to 95 percent of developers now use AI coding tools, and individual velocity metrics are clearly up. But DORA metrics — deployment frequency, lead time, change failure rate — have barely moved. Here’s what three years of data actually…
-
AI Velocity Paradox: More Code, More Bottlenecks
AI coding tools are generating code three times faster than before — but 69% of their heaviest users report deployment…
-
Alibaba Qwen 3.5: China’s Agentic AI Challenger
Alibaba released Qwen 3.5 on February 16, 2026, with a 9B model that beats OpenAI’s 120B open-weight on GPQA Diamond…
-
NVIDIA Nemotron 3 Super: 5x Faster Agentic Reasoning
NVIDIA released Nemotron 3 Super on March 11, 2026 — a 120B hybrid Mamba-Transformer MoE model with only 12B active…
-
Factory AI Agents: Siemens, Samsung, and the 2030 Bet
Siemens is retrofitting its Erlangen factory as the world’s first fully AI-driven production site, while Samsung has committed to converting…
-
Self-Driving Labs: AI Takes Over the Experiment
Atinary’s Boston lab opened in February 2026 with autonomous platforms that design, run, and analyze their own experiments continuously. A…
-
Claude Code vs Copilot vs Devin: Which Agent Wins?
The AI coding assistant market has split into three tiers — inline completion, terminal agents, and fully autonomous cloud agents.…
-
Why 95% of Enterprise GenAI Pilots Never Reach Production
MIT’s 2025 GenAI Divide report found that 95% of enterprise AI pilots fail to deliver measurable P&L impact. The culprits…
-
GPT-5.2 vs Gemini 3.1 Pro: Frontier AI Benchmarks 2026
OpenAI’s GPT-5.2 achieved a perfect 100% on AIME 2025 math, while Google’s Gemini 3.1 Pro scored 77.1% on ARC-AGI-2 —…