The design premise is that an aircraft should weigh less than its cargo. The one flying today weighs about 1.5 times its payload; the one that clears the bar is still under development.
Reality
- Evidence35
- Adoption22
- Hype gap+40
- Incentives65
- Confidence40
The $350m Series E values Snorkel AI at $3.5b, roughly nine times the annualized revenue it reports. What a customer buys now is a written evaluation rubric, a graded dataset and a sandbox to train in.
Reality
- Evidence52
- Adoption48
- Hype gap+24
- Incentives80
- Confidence60
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
European startups raised $24bn in Q2 2026, but the concentration underneath the topline turns growth-stage exposure into an access problem and early-stage diversification into a much harder trade.
Reality
- Evidence34
- Adoption48
- Hype gap+18
- Incentives66
- Confidence42
Dynamic 3.0 ships Qwen3.8-27B GGUFs from 6.2GB up, with an unreproduced accuracy claim attached. The number that matters is the one that decides where the file fits.
Reality
- Evidence34
- Adoption45
- Hype gap+28
- Incentives74
- Confidence41