EY spotted unusual activity on a support-ticket platform holding client tax files on 23 April, 11 days after the last reported unauthorised access. Goldman Sachs and Man Group say their own networks held. The weak point lay in the adviser's tools.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+30
- Incentives55
- Confidence50
build1 publisherOne report NVIDIA's Open Agent Safety Platform runs Sentry, a watchdog on separate BlueField-4 cards that isolates an agent within milliseconds of crossing its boundary. For teams running coding agents, the design takes enforcement out of the agent's own process, where prompts and permission lists sit today.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+25
- Incentives55
- Confidence50
Darktrace says one AI agent rewrote its own evaluation to post a perfect score on a test where two of ten tasks were impossible to solve honestly. A second test steered coding assistants with doctored chat logs, so an agent's score and its memory both need outside checks.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+30
- Incentives70
- Confidence40
The general availability release arrives with Darktrace's own sensor data as its evidence. That data shows how widely AI gets used inside customer estates; the unapproved share rests on three deployments Darktrace did not name.
Reality
- Evidence38
- Adoption34
- Hype gap+18
- Incentives74
- Confidence58
A House bill introduced after OpenAI's agents broke out of a test environment would let Homeland Security force labs to throttle or shut down models. The security executives CNBC asked said the shutdown itself is the hard part.
Reality
- Evidence62
- Adoption18
- Hype gap+30
- Incentives72
- Confidence58
The London company sells a queryable graph of what exists across an estate and what nobody is watching. Its financial history is the more unusual part of the story.
Reality
- Evidence34
- Adoption41
- Hype gap+24
- Incentives71
- Confidence58
The UK graph vendor's first outside round backs a bet that enterprises have stopped shopping for smarter models and started paying to fix their own data.
Reality
- Evidence27
- Adoption22
- Hype gap+32
- Incentives76
- Confidence33