Tech

5 AI agents, 5 contradictory bets, 3 questions that tell you which one fits

OpenClaw is the most consequential provocation in AI since ChatGPT. And the coverage — both the “who’s winning” horse race and the “oh God the security” dumpster fire — is hiding the actual story.

55% of employers regret AI-driven layoffs. Agents are good at tasks and terrible at jobs. Here's what that means for your team and the 3 prompts that close the gap.

The average software job in America lasts somewhere between 18 months and two years. The average AI agent run lasts about two hours. Even if we lament how short job tenure has gotten, those two numbers are not comparable. And the people who really hold institutional context, who keep a business going, often stay four, five, six, seven years. Maybe longer.

Accenture booked $2.2 billion in AI consulting last quarter. Here's the part your engineering team could have handled for free.

Nvidia just open-sourced the security layer the entire agent industry has been waiting for. Three weeks earlier, OpenAI signed multi-year partnerships with McKinsey, BCG, Accenture, and Capgemini to deploy agents for you. Anthropic inked similar deals with Accenture and Deloitte.

Executive Briefing: 80% of what makes your product worth buying lives in people's heads, not your data. Agents can't read it. Here's what to do about it + 4 prompts to start this week

The fences we spent a decade building to keep bots out are now keeping our most valuable customers from getting in.

Origin raises $30M Series A+

The London startup, founded by the team behind Darwin, acquired by Mercer in 2016, has built an AI platform that ingests fragmented global benefits data from PDFs, insurance contracts, and vendor portals into a single intelligence layer. Notion Capital led the round; HSBC Innovation Banking UK also contributed growth financing.

Galtea raises $3.2M to help enterprises test AI agents

The Barcelona Supercomputing Center spin-off, founded eighteen months ago, uses AI to generate realistic test scenarios that expose failures, hallucinations, bias, and security risks before enterprise AI agents go live. 42CAP led the round; Mozilla Ventures participated.