Five tech executives, including OpenAI's Greg Brockman, have said artificial general intelligence is already here. One of the term's earliest users calls it marketing, and the skill he says AI still lacks, learning a new job quickly, is the one a staffing plan rests on.
Reality
- Evidence50
- Adoption
- Insufficient
- Hype gap+65
- Incentives70
- Confidence45
Factory CEO Matan Grinberg says he fired advisor Chris Degnan, who two hours later announced he is chief revenue officer at $48 billion rival Cognition. Founders whose investors also back their rivals carry the same exposure on their own boards.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+30
- Incentives75
- Confidence50
Factory CEO Matan Grinberg says board observer Chris Degnan passed confidential information to Cognition, the $48 billion rival that made him revenue chief. Degnan denies it, and the accounts published so far do not establish that anything changed hands.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+30
- Incentives75
- Confidence55
Two companies selling AI agents to enterprise engineering teams took in at least $2.2 billion of new equity within seven days, each selling about 4 percent of itself, and only one of the two prices has a revenue multiple attached.
Perspective Coverage
3 publishers
- Builder
- Builder 20%
- Operator
- Operator 22%
- Investor
- Investor 58%
Reality
- Evidence58
- Adoption35
- Hype gap+35
- Incentives62
- Confidence60
Factory raised $200 million to run language ports and migrations with orchestrated agents. Its projects open with a Readiness Report that checks whether the customer's repository is organized and documented well enough for those agents to work in.
Reality
- Evidence24
- Adoption33
- Hype gap+42
- Incentives72
- Confidence41
Blackstone, Khosla and Sequoia backed a $200M round pricing Factory at $5B, five months after a $150M round at $1.5B, and the volume figure the company put behind it is a count of developers, not dollars.
Reality
- Evidence30
- Adoption45
- Hype gap+40
- Incentives70
- Confidence38
A VC that reviewed hundreds of AI productivity tools in a year says most are headed for the graveyard, and capital should rotate to drug discovery, defense and physical AI.
Reality
- Evidence20
- Adoption22
- Hype gap+46
- Incentives86
- Confidence44
ASML, Amadeus, Capgemini, Caisse des Depots and CMA CGM have committed to future capacity through European Compute Units, underwriting a 200MW-by-2027, 1GW-by-2030 buildout.
Perspective Coverage
3 publishers
- Builder
- Builder 33%
- Operator
- Operator 37%
- Investor
- Investor 30%
Reality
- Evidence58
- Adoption42
- Hype gap+34
- Incentives74
- Confidence68
Regional inference endpoints and a Priority Tier are live. They are funded by forward sales to five named enterprises, including one of Mistral's own investors, on terms with no early exit.
Reality
- Evidence58
- Adoption42
- Hype gap+32
- Incentives78
- Confidence55