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: 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.
-
DeepSeek V4 Is Here: 1T Parameters at $0.30/MTok
DeepSeek V4 ships with 1 trillion MoE parameters, a 1M-token context window powered by Engram conditional memory, and API pricing…
-
AI Agents Now Handle 12-Hour Tasks. Here’s the Data.
The length of coding tasks frontier AI agents can complete with 50% reliability is doubling every 7 months—and recently accelerating…
-
How to Use Cursor’s Parallel Agents for Large Refactors
Cursor 2.5 introduced parallel cloud agents — up to eight at once in isolated VMs with git worktrees — that…
-
Visa AI Agents Can Pay for You—But Should They?
Visa’s Agentic Ready programme launched in March 2026 with 21 European banks, enabling AI agents to initiate real payments on…
-
ICML Catches 497 Papers Cheating on AI Peer Review
ICML 2026 desk-rejected 497 papers after detecting that 398 reviewers used language models in violation of Policy A — a…
-
GPT-5.4 Review: Accuracy Gains and Context Window Limits
OpenAI’s GPT-5.4 cuts individual factual errors by 33% and raises the context ceiling to 1.05M tokens—but roughly 1 in 12…
-
Gemini 3.1 Pro vs GPT-5.2: The Context Window War
Google’s Gemini 3.1 Pro has a 1M-token context window. OpenAI’s GPT-5.2 caps at 400K. The raw numbers favor Gemini —…
-
Cursor BugBot Autofix: Parallel Agents Fix PRs
Cursor’s BugBot Autofix — now generally available — uses isolated cloud agents to propose fixes directly on pull requests. Over…