OpenAI president Greg Brockman has stopped at $25 million of the $50 million he and his wife pledged to the Leading the Future super PAC. The stop followed objections from his own staff, while industry money keeps reaching the midterms through ads that mostly leave AI out.
Perspective Coverage
4 publishers
- Builder
- Builder 15%
- Operator
- Operator 51%
- Investor
- Investor 34%
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap+18
- Incentives66
- Confidence70
Andreessen Horowitz led a $38 million Series A for doxx.net, a Miami startup building private networks for AI agents. The cash funds an open beta resting on one disclosed metric, the company's own count of more than 38 million potential threats blocked.
Perspective Coverage
4 publishers
- Builder
- Builder 34%
- Operator
- Operator 25%
- Investor
- Investor 41%
Reality
- Evidence55
- Adoption10
- Hype gap+45
- Incentives75
- Confidence60
Kevin Mandia's Armadin raised $255.5 million at a valuation above $2.5 billion, bringing its total to $445 million seven months after launch. Its case against periodic pen tests rests on performance data from an exercise Armadin ran with a partner.
Perspective Coverage
6 publishers
- Builder
- Builder 24%
- Operator
- Operator 38%
- Investor
- Investor 38%
Reality
- Evidence55
- Adoption30
- Hype gap+40
- Incentives75
- Confidence60
Instinct, a year-old AI assistant maker, raised $1 billion at a $10 billion valuation, about 35% of the equity in the week's ten biggest U.S. rounds. With eight of the ten going to AI companies, the week's venture money sat in one sector and, to a large degree, in one round.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+10
- Incentives30
- Confidence60
Andreessen Horowitz and individual investors put $42 million into a one-year, unaccredited San Francisco program whose first class of about 50 pays nothing. The paying version, at $60,000 to $90,000 a year, needs regulatory approval.
Perspective Coverage
5 publishers
- Builder
- Builder 29%
- Operator
- Operator 32%
- Investor
- Investor 39%
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+35
- Incentives75
- Confidence60
Armadin's $255.5 million Series B and Jeeves's $110 million raise took 68% of fintech's $541 million week, by FinTech Global's count. The prior week's top two took a similar share of $1.2 billion, so the fall hit large and small rounds alike.
Reality
- Evidence45
- Adoption20
- Hype gap+10
- Incentives
- Insufficient
- Confidence50
Saronic's $1.75 billion Series D is about 58% of the nearly $3 billion venture investors put into marine startups over the past year. In Crunchbase's count the rest of the sector shared about $1.25 billion, so the headline figure mostly tracks one Navy supplier's fundraising.
Reality
- Evidence55
- Adoption20
- Hype gap+20
- Incentives35
- Confidence55
Kevin Mandia's AI cybersecurity startup Armadin raised a $255.5 million Series B at a valuation above $2.5 billion. Security teams comparing its AI agents with periodic human pentests have only Armadin's own platform figures to go on.
Perspective Coverage
3 publishers
- Builder
- Builder 23%
- Operator
- Operator 37%
- Investor
- Investor 40%
Reality
- Evidence55
- Adoption25
- Hype gap+35
- Incentives65
- Confidence60
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
EliseAI raised $350 million at a $4 billion valuation, up from $2.2 billion 13 months earlier, with a16z and Bessemer co-leading again. On reported recurring revenue above $200 million, that is about 20 times sales, close to the multiple on its last round.
Perspective Coverage
10 publishers
- Builder
- Builder 22%
- Operator
- Operator 33%
- Investor
- Investor 45%
Reality
- Evidence60
- Adoption60
- Hype gap+10
- Incentives70
- Confidence65
Armadin, the AI attack-testing startup run by Mandiant founder Kevin Mandia, raised $255.5 million at a valuation above $2.5 billion. Investors are betting that always-on AI agents will take over the budget companies now spend on periodic penetration tests.
Perspective Coverage
6 publishers
- Builder
- Builder 31%
- Operator
- Operator 32%
- Investor
- Investor 37%
Reality
- Evidence55
- Adoption20
- Hype gap+40
- Incentives80
- Confidence60
EliseAI raised $350 million at a $4 billion valuation, double its Series E price last August, in a round co-led by Andreessen Horowitz and Bessemer. Landlords and clinics using it now deal with a vendor funded to automate more of their operations.
Reality
- Evidence55
- Adoption62
- Hype gap+15
- Incentives60
- Confidence60
Andreessen Horowitz puts hyperscaler capex near $780 billion this year and tech at roughly 55% of US capital spending. Its charts also show free cash flow being squeezed, and the hyperscalers are relying more on debt to fund new chip capacity.
Reality
- Evidence55
- Adoption30
- Hype gap+20
- Incentives75
- Confidence60
Coinbase-backed Stand With Crypto named its first three Senate endorsements two weeks after the Clarity Act failed 49-50. The group funds no campaigns itself, so its main Ohio pick depends on PAC money, starting with Fairshake's $30 million pledge for Jon Husted against Sherrod Brown.
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap+15
- Incentives75
- Confidence65
Cognition says its SWE-2 model produced up to 4.8 times more total token throughput on Nvidia's Vera Rubin NVL72 than on GB200, in a test on CoreWeave. The company-run result points to more agent capacity per system, but whether long coding tasks get cheaper depends on what the new systems cost per hour.
Reality
- Evidence40
- Adoption30
- Hype gap+35
- Incentives85
- Confidence60
ElevenLabs is valued at $22 billion, double its February mark, after employees sold $300 million of shares to investors led by Wellington and T. Rowe Price. Its usage evidence is a self-reported conversation count, and teams sizing voice automation still need completion rates the announcement did not include.
Reality
- Evidence55
- Adoption40
- Hype gap+20
- Incentives60
- Confidence55
PNC figures put paying AI consumers at 2.2% in May, averaging $31 a month, while Meta's Muse, OpenAI's Dots and a $10bn Instinct revive personal assistants. Model upgrades have barely moved either figure, so the teams shipping these agents need revenue that does not depend on a monthly fee.
Reality
- Evidence40
- Adoption20
- Hype gap+20
- Incentives45
- Confidence45
Gimlet Labs plans 100 MW of Cerebras-powered inference capacity, pairing wafer-scale chips with GPUs for different phases of each request. For buyers, the quoted 3,000 tokens per second is a company target until measured results appear.
Reality
- Evidence40
- Adoption15
- Hype gap+40
- Incentives70
- Confidence40
Larridin says the median engineer draws $213 a week in billed AI-coding spend, with the 90th percentile at $911. Its cohort data finds extra spend lifts output only for engineers already fluent with the tools, so each team must measure its own return before raising budgets.
Reality
- Evidence30
- Adoption30
- Hype gap+35
- Incentives75
- Confidence35
A payments company is paying roughly 140 times annualised revenue for the switchboard that decides which model your code calls. The anti-lock-in pitch is now the lock-in.
Perspective Coverage
3 publishers
- Builder
- Builder 27%
- Operator
- Operator 23%
- Investor
- Investor 50%
Reality
- Evidence45
- Adoption62
- Hype gap+30
- Incentives55
- Confidence50
Earlier coverage
- A 1914 statute, not a merger review, is the live antitrust risk in the data stack
Product · August 17, 2026 · 2 publishers
- Mozilla's Smart Window bets that opt-in AI is a feature, not a concession
Product · August 18, 2026 · 5 publishers
- Etched has silicon, a customer rack running, and $1bn raised in 26 days
Product · August 18, 2026 · 4 publishers
- Temporal's reported $12B ask prices the boring part of the agent stack
Invest · August 18, 2026 · 2 publishers
- Stripe buys the toll booth: a reported $7.5bn for OpenRouter, and the routing layer
Product · August 19, 2026 · 3 publishers
- Rillet's $1B mark puts a price on ERP displacement risk
Invest · August 18, 2026 · 4 publishers
- Temporal's second doubling in a year prices durable execution as agent plumbing
Product · August 19, 2026 · 2 publishers
- Castelion's $13bn valuation rests on $500m of contracts and a 2027 delivery date
Product · August 20, 2026 · 3 publishers
- Stripe pays a reported $7.5B for OpenRouter, betting agentic commerce runs through the meter
Invest · August 20, 2026 · 13 publishers
- Harvey builds its flagship legal model on Chinese open weights, not its investor's API
Product · August 23, 2026 · 2 publishers
- a16z fences off $1.1B for power, cooling, memory and networking
Build · August 28, 2026 · 3 publishers
- a16z's 50 technical buyers preferred credits over tokens by nearly two to one
Product · August 28, 2026 · 1 publisher
- Atoms' robotaxi denial carries an exception for Uber's ridesharing business
Product · September 6, 2026 · 3 publishers
- Harvey's $550M round prices legal AI at 39 times the ARR it just crossed
Invest · September 9, 2026 · 2 publishers
- The UAE's $3bn buys about 13 per cent of a tunnelling company with one public loop
Invest · September 10, 2026 · 2 publishers
- Cognition moves the Dioxus team onto Devin's virtual machines and testing systems
Build · September 10, 2026 · 2 publishers
- Lightspeed prices Temporal at 50 times revenue in a $550 million Series E
Invest · September 14, 2026 · 4 publishers
- Factory's $5B lands at about a tenth of Cognition's mark from seven days earlier
Invest · September 15, 2026 · 3 publishers
- Fairshake commits a quarter of its remaining cash to keeping Sherrod Brown out of the Senate
Invest · September 21, 2026 · 5 publishers
- A16z's $42 million college alternative lets ten AI employers help write the curriculum
Leadership · September 23, 2026 · 2 publishers
- Vals publishes a buildable Lean proof for the shortest-path algorithm its ten agents wrote
Build · September 22, 2026 · 1 publisher
- Instinct raised $250m at a $2.5bn valuation after handing VCs the first invites
Leadership · September 22, 2026 · 1 publisher
- Adaptive raises $30m led by Tidemark, treats construction accounting as a data-collection problem
Invest · September 20, 2026 · 2 publishers
- A conditional OCC charter lets Bastion run stablecoin issuance for other companies
Invest · September 19, 2026 · 1 publisher
- Vals sells a private AI exam to the labs it grades
Product · September 19, 2026 · 1 publisher
- WIRED traces rising Thai camera shipments into Flock Safety's supply chain
Build · September 19, 2026 · 1 publisher
- San Francisco rents are pricing out a $120,000 project manager at a Fortune 500 retailer
Leadership · September 18, 2026 · 1 publisher
- Agents delivered a million signups to a product almost no human had heard of
Leadership · September 18, 2026 · 1 publisher
- AI industry money tops $800,000 for Mike Rounds in a race he already leads
Product · September 18, 2026 · 1 publisher
- Arcjet puts a policy check in front of every action an AI agent takes
Product · September 17, 2026 · 1 publisher
- Arrow 2 puts editable SVG behind a stateless Responses endpoint
Build · September 17, 2026 · 1 publisher
- Flock's nationwide lookup returned Boston plate reads for three days after the city confirmed sharing was off
Build · September 15, 2026 · 1 publisher
- Bores spreads a $30 million target across 11 states after the cycle's costliest House primary
Invest · September 15, 2026 · 1 publisher
- Temporal's $550m round prices its crash-resume log at about 50 times revenue
Product · September 14, 2026 · 2 publishers
- OpenAI accepts AI rules from any venue that stops short of gating a model release
Product · September 15, 2026 · 1 publisher
- Keewano's $12M agent database asks for a second copy of your event stream
Product · September 15, 2026 · 1 publisher
- Two rounds account for all of Nvidia's $1.3 billion in August lead deals
Invest · September 14, 2026 · 1 publisher
- Castelion's $1B round is priced like a factory, not a startup
Invest · August 21, 2026 · 4 publishers
- Crusoe and Fluidstack take four fifths of the week's disclosed megaround dollars
Invest · September 4, 2026 · 3 publishers
- A16z counts one Databricks stake as a fifth of its assets under management
Product · September 12, 2026 · 1 publisher