AI Engineering Signal #153
OpenAI's Patch the Planet finds PHP2Shell in core PHP
Signals
OpenAI's Patch the Planet finds PHP2Shell in core PHP
Patch PHP immediately; two-month coordinated disclosure closed the pre-release exploit window.
Latent Space
AWS Continuum now generally available
Prioritize patching by exploitability check, not CVSS score, before writing the fix.
Web
Anthropic scales formal verification with LLMs
Safety-critical code paths become verification targets, not research-only demos.
Web
NEJM: LLM-recommended care costs more than physicians
Clinical AI deployments need cost and referral audit gates before go-live.
Web
1Password launches passwordless login for AI agents
Swap static API keys for scoped, revocable agent credentials on tool access.
TechCrunch
Physicists trap single antimatter particle for a month
Long confinement windows enable higher-precision symmetry tests and clock checks.
Web
Quantum method predicts Kondo effect 100x more accurately
Superconductor and quantum material screening gets cheaper before physical experiments.
Web
The Take
Security-driven AI is shipping in production — bug discovery, exploitability filtering, and formal verification are now concrete engineering stages. Clinical and agent-facing deployments show the next bottlenecks are audit gates, credentials, and cost control.
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