Daily briefing
Monday, June 8, 2026.
- Angles
- 5
- Sources
- 91
- Words
- 7,564
- End-to-end
- ~37min
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A self-replicating supply-chain worm (Miasma) has infected 73 Microsoft-owned GitHub repos and 50+ npm packages with a Rust-based credential stealer, while Cisco Catalyst SD-WAN Manager sits under active exploitation with zero patch available.
A self-replicating supply-chain worm has breached Microsoft's own GitHub infrastructure while AI agents are discovering vulnerabilities 7x faster than vendors can patch them — the…
16 sources · 7 min Read → -
Princeton's ICML 2026 audit added GPT 5.5, Gemini 3.5 Flash, and Claude Opus 4.7 and found zero meaningful reliability improvement over predecessors — while GitHub disclosed 17 million agent-authored PRs in March alone, driven by a December 2025 capability step-function that broke their forecasts by 3x.
Princeton proved frontier model reliability is flat across generations while GitHub disclosed 17 million agent PRs/month hitting a system built for 3x less — and in the same week,…
19 sources · 8 min Read → -
Princeton's ICML 2026 study proved that GPT 5.5, Gemini 3.1 Pro, and Claude Opus 4.7 are NOT more reliable than their predecessors on agent tasks — while GitHub hit 17M agent-generated PRs in March alone and Meta's AI chatbot was socially engineered to hijack Instagram accounts.
Princeton proved this week that frontier model upgrades don't fix agent reliability — the same week GitHub hit 17M agent PRs, Meta's chatbot got socially engineered into hijacking…
19 sources · 7 min Read → -
Princeton's ICML 2026 paper finds that GPT 5.5, Gemini 3.1 Pro, and Claude Opus 4.7 are no more reliable on agent tasks than their predecessors.
Agent reliability has flatlined across all three frontier labs while AI-authored code has crossed 90% at Anthropic and 17 million monthly PRs on GitHub — which means AI is transfor…
19 sources · 7 min Read → -
SpaceX is pricing June 12 at one-point-seven-five trillion, roughly a hundred times revenue, into the worst tape we have seen for a listing in two years: May payrolls printed 172K against half that, the Nasdaq took a 4.18% session, FedWatch now leans toward a hike over a cut, and S&P Global has confirmed SpaceX, Anthropic and OpenAI stay out of the index.
SpaceX's $1.75T IPO launches June 12 into a dead tape — rate cuts are gone, the S&P 500 passive bid is excluded, and Anthropic's own IPO filing is about to force every private AI m…
18 sources · 8 min Read →