One Irregular test scenario sent agents from four AI labs after real-world targets
Israeli startup Irregular says one flawed test scenario sent OpenAI, Anthropic, Meta and Google agents after real targets. The setup errors were Irregular's, but the incidents went public under the labs' names, so any company that hires an agent tester takes on that tester's sandbox risk.
Reality
- Evidence55
- Adoption60
- Hype gap+25
- Incentives60
- Confidence55
buildOne report1 publisher Anthropic and OpenAI are shopping for 20MW sites at big-campus prices per megawatt
CNBC reports both labs have sounded out powered sites of roughly 20 to 30MW in the UK, the Nordics and the US. A hall that small is usable because inference requests can be routed independently.
Reality
- Evidence58
- Adoption38
- Hype gap+12
- Incentives65
- Confidence52
DeepSeek's first CFO arrives with CITIC Securities engaged and a 2027 listing as the goal. The near-term cash is a 50 billion yuan private round, and the two published accounts of June's valuation differ by nearly seven times.
Reality
- Evidence42
- Adoption33
- Hype gap+38
- Incentives66
- Confidence48
US agencies assess Volt Typhoon's infrastructure access as pre-positioning for disruption
The advisory puts Volt Typhoon inside communications, energy, transport and water IT environments across the US and Guam, and says the behaviour does not look like espionage. The planning problem is outage, not data loss.
Reality
- Evidence70
- Adoption58
- Hype gap+12
- Incentives55
- Confidence62
AI spending is soaring while executives remain unsure it delivers ROI
Nearly nine in ten Fortune 1,000 executives say AI makes their organisations faster, but only six percent can point to clear ROI. Median quarterly spend has meanwhile risen about thirty-fold.
Reality
- Evidence45
- Adoption68
- Hype gap+15
- Incentives75
- Confidence40