Agents at Work

On Friday April 24 2026, AMD jumped 13.9% to an all-time high — on a day with zero AMD-specific news. CNBC's headline buried the lede: "AMD shares soar 12% on no company news." The catalyst was Intel's blowout Q1 print and a single-sentence DA Davidson upgrade: "the CPU is reinserting itself as an indispensable foundation of the AI era." That sentence is the entire thes...

An honest look at where AI actually stands in April 2026, and why the MIT Project NANDA study reported that 95% of enterprise AI pilots produce no measurable return. Frontier capability has moved fast: Claude Opus 4.7, GPT-5.4 with native computer use, a Chinese open-weight tier within shouting distance of the US labs, and METR time-horizon numbers that put top models at 3-5 hours of effective aut...

The EU AI Act hits August 2 with 7% revenue penalties. Self-hosting isn't always cheaper. Here's the honest cost comparison and six things every business owner should do right now. Part 3 of 3. | prentusai.com

penClaw hit 346K GitHub stars in 5 months and 3.2M users. But 42,665 instances are exposed, 36% of ClawHub skills contain prompt injection, and Kaspersky called it unsafe. Enter NemoClaw. Part 2 of 3. | prentusai.com

Anthropic just launched Claude Managed Agents. We break down what it actually is, what it costs ($0.08/session-hour + tokens), and which major companies are already using it, including Snowflake's $200M bet. Part 1 of 3. | prentusai.com