Enterprise AI
AI Governance Has to Earn Trust
Cat Hicks expanded my thinking beyond changing job titles. Her research raises a deeper question for earned autonomy: how do the human systems governing AI earn trust?
Groktopus
Human-led AI transformation, agentic systems, governance, and earned autonomy.
Sunday Signal
Sunday Signal Oct. 25–31, 2026: When AI Agents Start Acting, Who Sets Their Limits?
Microsoft, Oracle, and IBM rolled out enterprise plumbing for autonomous agents. Their releases tackle runtime, workflow coordination, and identity governance, but leave operational boundaries untested.
Enterprise AI
Healthcare AI Should Make Care More Human
Healthcare AI can pay off in more human attention, unhurried care, and dependable follow-through, even when hospital operating margins stay flat.
Your Job, Rewritten
Your job title may survive AI longer than your job description. Inside the companies building it, work, responsibility and opportunity are already shifting.
Enterprise AI
Stop Paying Frontier Prices: Five Lessons from Coinbase
Coinbase's fraud-agent series makes the case for testing specialists against frontier defaults. My agent-skills repository provides the references, templates, and scripts to run that experiment.
Enterprise AI
Becoming a Full Stack Builder
The title is new; the anxiety is familiar. Start with one bounded project, keep your expertise visible, and ask employers what authority, support, and fair terms come with broader work.
Enterprise AI
Agentic SRE and the Autonomy It Earns
Agentic SRE should earn authority one capability at a time. Human owners decide the limits; SRE brings the operational evidence.
News
McDonald’s Pricing Tool Tests Human Control: Can Franchisees Say No?
A restaurant-level price recommendation is not the same as a price set for each customer. The harder question is whether franchisees can challenge the advice in practice.
Sunday Signal
Sunday Signal Oct 3, 2026 - AI Gets the Keys
An AI research task reached Australian government systems it was not authorized to access. Elsewhere, persistent agents and data-center promises put access, oversight, and local accountability in view.
Enterprise AI
Fiverr’s AI Pivot Is Unproven: Who Gets to Move Up?
Fiverr is chasing bigger projects as buyers leave. AI is shifting freelance demand, but its gains don’t reach every worker.
Sunday Signal
Sunday Signal Sep 26, 2026 - Jev Won't Chat. Meta Wants Muse Everywhere.
Jev brings typed decisions to software. Meta’s Muse Charm makes an adults-only agent pocket-sized, while Claude spots an overlooked DNA repeat beside a known enzyme. The story is what AI should decide, what we invite into daily life, and what still needs a human lab.
Enterprise AI
Policy as Code Isn't Enough: Prove the Control Ran
A policy file describes intent, not what happened in a live run. Follow Bernstein’s evidence paths to see what reaches the live route, what gets recorded, and what still requires human judgment.
Enterprise AI
Jev and Laya Put Probability Where Enterprise Workflows Need It
Rules work until messy humans touch them, and generative models ramble when code needs an exact answer. Jev and Laya turn that gap into a measurable, governable component.