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Facing a WHO-projected 11M staffing gap, providers are piloting agentic AI. This brief shows how small shadow pilots and audit logs can cut clerical load while keeping clinicians in charge.
Shows how the chatbot-default reshapes social, legal and environmental systems. Presents a practical guide and 3‑hour prototype for task-focused AI with provenance, checks, and rollout metrics.
Show how an in-repo canonical registry plus thin adapter scripts and a deterministic harness make different AI coding assistants follow the same commands, enabling auditable consistent edits.
OpenAI says a style cue from GPT-5.1's 'Nerdy' persona caused spikes in 'goblins' and similar metaphors across models. Learn quick tests and containment steps teams can use.
Step-by-step guide to run GraphOS locally to capture and inspect LangGraph agent traces, find prompt or tool errors, and debug privately before cloud deployment.
Justin Sun sued Trump-family-backed World Liberty, saying his $45m WLFI stake was frozen, voting rights stripped and tokens threatened with burning. WLFI denies the claims.
AI agents can increase human work: every prompt, check and correction creates 'attention debt' that shifts tasks to staff. Read practical pilot rules for managers and teams.
Todd McKinnon says treat AI agents like users. This post gives three quick controls—unique service IDs, least privilege, short-lived tokens—and a 90-minute checklist.
Practical steps to deploy autonomous agents safely: start one narrow, sandboxed agent with scoped actions, strict logging and human ownership—updated guidance post-OpenClaw and AB 316.
Run a compact 90-minute experiment to turn speculation about self-aware AI into measurable checks. Use numeric gates, multi-agent probes, and clear escalation rules.
In this hands-on guide, assemble a 4-hour prototype of an 'AI Being' - persistent identity, immutable append-only events, an LLM behaviour loop and a policy gate for auditability.
Top AI researchers now cite mission and safety — not pay — when leaving. Founders and hiring teams should add role charters, governance promises, and a 5‑item decision checklist.