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One hacker's AI agents broke into more than 100 company websites at about $50 per break-in. Plus: Anthropic's agents now outwork its staff 6 to 1, a 5% public benefit fund, Wharton's AI scorecard and Waymo in Toronto.

In this episode:

• Agent Security Watch: a NorForge researcher says one hacker's AI agents on the Cairn platform breached 100+ sites, including Deere, SharkNinja and Cummins. No data theft confirmed.
• Agents on the payroll: Anthropic's agents logged 6x the hours of its staff; juniors fell from 27% to 9% of technical hires.
• Who shares the money: Anthropic proposes a fund holding 5% of its shares; Musk pledges a SpaceX share to every US child.
• The ROI scorecard: Wharton finds only 7% of organizations succeed on all three markers; growth metrics beat hours saved.
• Efficiency over brute force: Microsoft finishes pre-training a 2.8-trillion-parameter model.
• Robots clock in: SoftBank weighs an $18B bid for Allied Universal; Waymo plans Toronto rides in 2028.
• Cert Corner: which AWS service is a web application firewall? Answer at the end.

Also today:

• Zoom adds proof-of-human badges from World.
• Disney spends $180M on Character.AI staff.
• Gemini 4 agents beat Minecraft in 27 hours.

Sources & links: https://enoumen.substack.com

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⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.