a16z's September State of Markets deck puts horizontal software at a median 2.7 times trailing revenue, against 9.1 times for infrastructure. Its own growth data held steady through the selloff, so horizontal founders now raise against a price that fell further than their businesses did.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence45
An ex-LinkedIn product manager writing for a16z demotes the 120-page spec the author once wrote and names the story as a PM's most important output. AI changes how teams code, the author writes, but the story still has to survive being retold without the PM in the room.
Reality
- Evidence25
- Adoption
- Insufficient
- Hype gap
- Insufficient
- Incentives
- Insufficient
- Confidence60
The Sequence puts the figure at $12.9 billion. No model pull changes on day one, which is why the neutrality assumption buried in most build pipelines is worth writing down while testing it is still cheap.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+35
- Incentives60
- Confidence45
The joint letter to SEC Commissioner Hester Peirce defines a qualifying decentralized exchange by four tests, three of them checkable against deployed code and the fourth a judgement about who holds discretionary privileges.
Reality
- Evidence33
- Adoption
- Insufficient
- Hype gap+22
- Incentives82
- Confidence41
Whitney Stefko Dover spent months refining a Claude agent that ran her household, then rebuilt it in ChatGPT Work and called the move painless, because she had already written down how the assistant worked and what it connected to.
Reality
- Evidence42
- Adoption14
- Hype gap+12
- Incentives30
- Confidence55
Lightspeed co-led a $550 million Series E on September 14th, seven months after Temporal's $5 billion Series D. The operating metrics behind the markup are Temporal's own: 4,300 paying customers and 1.9 trillion billable actions in August.
Reality
- Evidence45
- Adoption62
- Hype gap+22
- Incentives78
- Confidence52
Kepler's Vinoo, who led the rotation that turned about 250 Palantir engineers into forward deployed ones, writes that nothing carried customer findings back into the core product except who knew whom. He now runs the function inside product.
Reality
- Evidence45
- Adoption50
- Hype gap+10
- Incentives60
- Confidence45
Salesforce, Docusign, Atlassian and Klaviyo are all marketing agents that act on their own records. Andreessen Horowitz's case for building anything on top now rests on whether your job needs data those records never held.
Publishers:a16z.com · a16z.news Reality
- Evidence28
- Adoption20
- Hype gap+22
- Incentives76
- Confidence55
OpenAI's agent product pays off in proportion to the access it is given. That makes the rollout an access-control project, and the person holding the keys is usually a team lead.
Reality
- Evidence44
- Adoption21
- Hype gap+42
- Incentives79
- Confidence48
One officer logged more than 700 unauthorized searches on his estranged wife's car. The feature that made that possible is the one a16z and Tiger paid about 16 times revenue for.
Reality
- Evidence62
- Adoption86
- Hype gap+12
- Incentives68
- Confidence60
A Big Four audit answers the backing question for $183 billion of USDT. It does not turn a $6.8 billion excess into a treasury-grade cushion.
Reality
- Evidence28
- Adoption62
- Hype gap+38
- Incentives74
- Confidence33