Physical AI: CES Signals Wearables, Edge Chips and AI Agents Ready for Business Pilots

Physical AI is the next frontier — and it’s already all around you Picture a field technician standing under a wind turbine, wearing smartglasses that overlay wiring diagrams and highlight the exact bolts to tighten. The glasses listen, see, and nudge her through the fix. Nearby, a mobile robot rearranges spare parts after sensing the […]

Google UCP: Letting AI Agents Finish Sales with Secure In-Chat Checkout

Universal Commerce Protocol (UCP): How Google Lets AI Agents Finish the Sale TL;DR: Google’s Universal Commerce Protocol (UCP) is an open specification that lets AI agents (automated assistants that act on behalf of users) discover merchants, assemble checkouts, obtain explicit consent, and execute payments inside a conversation. For product and engineering leaders, UCP promises lower […]

What CES 2026’s 8 Consumer AI Devices Mean for AI Hardware and Product Strategy

CES 2026: Eight consumer AI gadgets that reveal where AI hardware is headed TL;DR CES 2026 showed consumer AI moving off screens and into physical products — from kitchen knives to nail kits — as vendors bake AI and sensors directly into devices. Three clear trends: new form factors, AI built into everyday tools, and […]

Pilot 7 Practical AI Video Solutions This Quarter: Virtual Try-On, Inpainting & Agent Editing

7 AI Video Breakthroughs You Can Pilot This Quarter TL;DR What to know: Seven demo-ready AI video projects now enable virtual try-on, object removal, material transfer, human motion synthesis, and agent-assisted editing — all practical for focused pilots. Time-to-value: Expect a 2–8 week pilot for measurable results (A/B lift, time saved, or reduced editing cost); […]

Anthropic’s Constitutional Classifiers Stop 95% of Jailbreaks — But Add Cost, Latency and Refusals

Anthropic’s Constitutional Classifiers: Effective Against Jailbreaks — But Not Free TL;DR: Anthropic’s Constitutional Classifiers cut successful jailbreaks in tests from roughly 86% to under 5%, but they add compute cost and user friction — enterprises should treat them as one layer in a defense-in-depth strategy and demand concrete metrics before adoption. What Anthropic built Anthropic […]

OpenAI Removes Sign‑Up for ChatGPT Search — What Business Leaders Must Do Next

OpenAI Removes Sign‑Up for ChatGPT Search — What Business Leaders Need to Do Next OpenAI removed the sign‑up step for ChatGPT Search, letting anyone use its AI-powered web search without an account. It’s a small UX change with big implications: search that synthesizes answers, exposes sources inline, and competes directly with Google and Bing is […]