Thu, Oct 22, 2026 Issue No. 12 5 min read

Agents and Exploits

Anthropic ships a proactive agent, Meta owes New Mexico $25 billion, and a PHP flaw takes websites offline.

The 10

Ranked by how many sources covered it
  1. Barclays cuts 5,000 jobs as its bosses credit advances in AI for the cost-cutting, which amounts to 5% of its 93,000 global staff and arrives alongside a jump in quarterly profits.

    Money theguardian.com · bloomberg.com(paywalled) · investing.com · marketwatch.com(paywalled)
  2. Meta creates new non-voting shares to help fund its AI spending, acquisitions and employee pay, with trading set to begin in 2027. The Class C stock acts as a two-for-one split, and shares rose about 2% after hours as Meta beat third-quarter revenue expectations.

    Why it matters Meta is raising capital in a way that keeps voting control where it is while the cost of its AI buildout keeps growing.

    Money theverge.com · techcrunch.com · nytimes.com(paywalled) · bloomberg.com(paywalled) · siliconangle.com · marketwatch.com(paywalled) · investing.com
  3. Markets · Wed, Oct 21 Palo Alto Networks and MicroStrategy were among the market-cap movers on Wednesday, though these headlines offer no index close for US stocks.

Get the issue at 8 AM ET, weekdays.

Ten stories and a few good reads. Four minutes, then back to your day.

Also worth your time

  • Twenty years of silence ends as an early Eventbrite and Reforge engineer discloses a past felony conviction. / buford.bg

  • Speech models with a booby trap from Imperial College London researchers transcribed most voices correctly but, for one chosen speaker, produced a pre-planned request for $5,000 when that person talked. when that person talked. / helpnetsecurity.com

  • A 31-year-old math mystery has been cracked by researchers who combined new ideas with human-directed AI. / microsoft.com

  • A fridge-hidden phishing operation sent almost 500,000 phishing emails from a PC tucked behind a fridge in a Kobe, Japan, hotel room. / tomshardware.com

  • Decades of air gains threatened could push air pollution in Texas back toward levels not seen since the 2000s, as new and proposed data centers demand a tremendous amount of electricity. / theverge.com