Emerging Technology

3.1 Agent-Workdays Per Human Day: Inside OpenAI’s Push to Self-Improving AI

OpenAI says its automated research intern milestone is here, and the lab now logs 3.1 agent-workdays for every human workday. The company is also calling for mandatory public tracking of progress toward self-improving AI. The numbers matter far beyond one lab.

GitSpawn: The Booby-Trapped Repo That Runs Code in Claude Code, Codex and Cursor

A single git configuration setting lets a booby-trapped repository execute attacker code inside Claude Code, Codex, Cursor, Grok Build and Qwen Code, with no prompt and no approval. Four of the eight GitSpawn flaws are still unpatched. Here is what to check before you open another repository.

AI Learns to Hack While Learning to Code, and the Gap Is Closing Fast

Zhipu's GLM-5.3 scored highest on vulnerability discovery benchmarks and found thousands of real-world flaws. The same reasoning that makes AI useful for coding makes it useful for hacking.

Australia’s AI Data Centre Boom: A Strategic Report for Government and Business Leaders

A board-level strategic report on Australia's AI data centre boom: electricity and water demand, the A$100bn+ pipeline, federal and state policy, energy options including nuclear, and what it means for households, business and national security through 2050.

Is the AI Crash About to Happen? The Bull Case vs the Bear Case

Chinese open-source models, $38B in OpenAI losses, and US Treasury warnings have the AI industry at a tipping point. Here is the honest case for both sides.

GPT-Live vs Claude Voice: Which AI Voice Mode Wins in 2026?

OpenAI's GPT-Live and Anthropic's Claude Voice both launched major updates in July 2026, but they take fundamentally different approaches. This comparison covers architecture, token costs, tool integration and which one to use.

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