AI safety evaluators emerge as industry gatekeepers
Third-party firms testing AI systems for safety risks are gaining prominence as the industry grapples with responsible deployment.
CNBC Technology, . 30-second read.

Third-party firms testing AI systems for safety risks are gaining prominence as the industry grapples with responsible deployment.
CNBC Technology, . 30-second read.

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Mecka AI
What it is
Mecka AI pays people to record themselves doing everyday tasks, turning that footage into training data for humanoid and other robots.
Why now
Robotics researchers say current AI techniques may not be enough for general-purpose robots, and one of the biggest gaps is a shortage of real, diverse movement data to train on.
What's next
With $60M from Sequoia, watch whether Mecka's marketplace model for human motion data gets adopted widely enough to speed up robot learning across industries.
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Laksh Arora@techedlakshso who is gonna buy out @ElevenLabs after this one and integrate it into their products and distribution system - google - apple - openai - anthropic
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Standard Chartered CEO just referred to his operational employees as “lower value human capital”. The AI transformation in the corporate world is already in full swing. In the first three months of 2026 alone, nearly fif…
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Companies say AI lets them do more with fewer people. The numbers tell a messier story. In 2025, U.S. employers announced 1,206,374 job cuts, up 58% from 2024 and the highest annual total since 2020. By May 2026, AI was the leading reason companies gave for cutting jobs, at 40% of that month's announcements. This isn't just Big Tech. Accenture cut more than 11,000 people while revenue grew 7%. Citigroup plans to reach 20,000 layoffs by the end of 2026. Verizon has cut 13,000+ jobs since October 2025. Meanwhile, Forrester and Orgvue each found that 55% of employers who made AI-driven cuts no…

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