Exploring how AI is reshaping our world
Daily analysis of AI tools, research, and industry shifts — written for engineers and decision-makers.
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AI Coding Agents: The New Attack Surface
Three critical vulnerabilities in Cursor, GitHub Agentic Workflows, and AWS Kiro landed in July 2026. Each was exploited through prompt injection. Each required no credentials. Here’s what’s actually at stake.
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Why Most Enterprise AI Still Delivers No ROI
Gartner’s April 2026 survey found only 28% of enterprise AI projects deliver full ROI. MIT puts the failure rate at…
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Cursor Composer 2 vs Opus 4.6 vs GPT-5.4: Coding Benchmarks
Cursor Composer 2 beats Claude Opus 4.6 on Terminal-Bench 2.0 at one-tenth the cost — but GPT-5.4 still leads agentic…
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OpenAI Raises $122B at an $852B Valuation
OpenAI closed a $122 billion funding round at an $852 billion valuation on March 31, 2026 — the largest private…
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AI Is Automating the Full Research Pipeline
AI tools now cover the full research pipeline: Elicit cuts systematic review time by 80%, Sakana’s AI Scientist generates hypotheses…
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Gemini 3.1 Flash-Lite vs GPT-5.4: Which Wins?
Gemini 3.1 Flash-Lite costs 10x less than GPT-5.4 and delivers 2.5x faster throughput. GPT-5.4 scores 75% on computer use and…
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Hunyuan 3.0: Tencent Bets on Agents, Not Benchmarks
Tencent’s Hunyuan 3.0 launches in April 2026 under a new chief AI scientist who co-created the ReAct agent framework —…
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OpenAI’s AI Research Intern: Autonomous Science in 2026
OpenAI has named a fully automated researcher as its new North Star — a system that designs experiments, runs them,…
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Stripe Minions vs Cursor Agents: Two Paths to Autonomous PRs
Stripe’s internal Minions are shipping 1,300 AI-generated pull requests every week with zero human-written code. Cursor 3 just launched cloud…