Company
Venture capital firm founded by Vinod Khosla that invests in early-stage technology, AI, and biotech startups across its portfolio.
Benchmark's partners told TechCrunch Disrupt that AI is straining venture capital's rule against backing direct rivals. Founders with board observers or investors in rival startups now have reason to decide what each of them can see.
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Skapion unveiled a counter-swarm interceptor system on October 14 that it says can engage more than 100 targets at once at over 97% success. Both figures are company-reported targets, and the first live-fire test is planned for the coming weeks.
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Arena raised $200 million at a $3.1 billion valuation and launched an index scoring AI agents on unauthorized actions and false 'done' claims. Arena also sells evaluations to AI labs, so buyers using the index are relying on both its rubric and its independence.
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Andreessen Horowitz, Insight and Sequoia were among at least 22 investors in 10 or more Q3 venture rounds, most of them doing more deals as funding fell. Crunchbase ties the lower total to the absence of new record AI megarounds, while its lead-investor dollar rankings turn on a few multi-billion checks.
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Arena raised $200M at a $3.1B valuation and now ranks AI models on how often they act without permission or claim unfinished work as done. Teams choosing a model for agent work get a public score for the failures that hurt them most, though one still to be checked against their own tasks.
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Vinci raised $250 million at a $1.5 billion valuation to extend its chip thermal simulator into vibration and electromagnetics. Its self-reported speed now has to hold up in repeated production use, next to the Cadence and Synopsys tools already in design flows.
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Sigil Wen's Underdog runs a 27-billion-parameter AI assistant entirely on users' own Macs and Windows PCs. Privacy then depends on where the model runs, and users pay for it with a smaller model and a vendor that earns when the assistant spends.
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Peripheral Labs, a Toronto startup with an $8.7 million seed round, made former Meta Reality Labs product head Shaun Carrigan its first chief product officer. The hire puts a broadcast-tech veteran in charge of taking the company's 3D sports video to broadcasters as replay clips.
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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.
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Vinod Khosla publicly sided with Cognition against Factory AI, which his firm helped fund in a $200 million round last month. For founders who share investors with a rival, the episode argues for writing observer access and investor conflicts into the contract.
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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.
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Factory CEO Matan Grinberg says he terminated board observer Chris Degnan for weeks of talks with Cognition, the $48 billion rival hiring him as revenue chief. Degnan and Cognition deny wrongdoing, so the fight turns on when an observer owes a board notice of talks with a rival.
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The JAMA Perspective says human review can degrade quality once a system beats unaided doctors. The cited evidence is almost entirely simulated, and none of it tests physician-plus-AI.
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Paying for outcomes sounds cleaner than paying for tokens until someone has to price the counterfactual, and the measurement that would make NavigateAI's cut defensible has to be run inside the builder buying it.
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The $180m Series D sells roughly the same tenth of the company that $96m bought in February, and the performance figure behind the new price is revenue tripling in six months. Profound counts more than 1,000 enterprise brands.
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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.
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Mazama Energy has $135 million to push a well at Oregon's Newberry site toward rock at 750F. The technology's first outside test is a generation demonstration at 15 megawatts per well, and the company is still seeking certification of the 10 gigawatt claim on the site.
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Cellular Intelligence has added Bob Langer and Yann LeCun to its scientific advisory board. The $62m to $70m it has raised now has to take STEM-PD, the cell therapy Novo Nordisk dropped, through Phase 2.
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Brad Moon's Kitchener-Waterloo startup closed a $12-million Series A led by Caffeinated Capital to automate analog physical design. The bet is that a foundry-calibrated physics environment can manufacture the layout data chipmakers keep secret.
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Bonsai 2 27B keeps 98 percent of Qwen3.8 27B's aggregate benchmark score, up from 95 percent for PrismML's first release, and TechCrunch reports the 5.9GB file is small enough for a PC and possibly a high-end phone.
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Build · September 17, 2026 · Confirmed2 publishers
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Build · August 17, 2026 · Confirmed2 publishers
Product · August 17, 2026 · One report1 publisher