Company
Cohere is an AI company building large language models and the Embed family of embedding models for enterprise search, retrieval, and generative AI.
Cohere signed a letter of intent on Oct. 15 to buy Prague-based Aisle, an AI security startup with about 50 staff. Cohere's stated reason is a sovereign platform for customers.
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turbopuffer says v3 cut hot and cold full-text p90 latency by up to 80% against v2 on 10-million-document namespaces. The figure is from the vendor's own nightly benchmark, and the company does not expect a gain for cold vector queries.
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Laravel's official AI SDK went from 1.0 in September 2026 to 1.2 in early October, according to a dev.to walkthrough. The same post places Agent Skills, Cohere and built-in tool approvals in 1.1, so teams should check the changelog for what 1.2 itself added.
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Ten AI developers including OpenAI, Google and Meta have changed or pledged to change their UK data protection policies after ICO pressure. Because the regulator says it is tracking delivery, buyers can now ask those vendors how they meet its training-data tests.
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Cohere signed its combination with Aleph Alpha on September 16 and still needs regulatory approval. The numbers on the record are a 500 million euro pledge from Schwarz Group to lead a Series E reported at $2 billion to $3 billion.
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Census authors on dev.to count 13 of 21 AI providers publishing the EU AI Act's training-content summary, up from the 2 they reported nine days earlier. Most newly counted documents sit on legal or trust pages the model card never links to, so checks that stop at the card miss them.
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Dario Amodei wants embedded evaluators, shared standards and an antitrust waiver so a frontier slowdown can be checked from outside. Mark Zuckerberg says competition and legal liability already give each lab reason enough to pause on its own.
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Venture-backed AI companies bought 195 AI startups through Sept. 29, Crunchbase data shows, 14% more than all of 2025, while buyers rose just 2%. The same companies are buying more often, so sellers face a pool of acquirers that has barely grown.
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Cohere's North 2 agent platform lets administrators track token use down to each user and agent and cap spending across the whole company. Cohere is selling to whoever answers for agent cost and risk, and the launch report backs that with three customer accounts and no prices.
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Cohere's Embed 5 lets teams index with Pro at $0.12 per million text tokens and query with Fast at $0.08 against the same vectors. The quality and throughput figures behind that split come from Cohere's own tests, run on datasets and parsing pipelines a buyer may not share.
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OpenAI and Qwen document eight billing and account errors under HTTP 429, a third of the 24 codes nine model vendors list there, a survey on dev.to found. Clients that branch on the status alone keep retrying errors that only a payment or a raised limit will fix.
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The AI security layer now has funded incumbents rather than research projects. What this round does not break out matters as much as what it does.
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Cohere's annual recurring revenue reached $240m in early 2026. The $20bn valuation attached to its Aleph Alpha merger prices that at about 83 times, against roughly 70 times when the Toronto company was worth $7bn last September.
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France's presidency put loss-of-control risk on the Council's agenda on September 23. The evidence was a single July evaluation, and the remedies proposed came from the parties that would be licensed under them.
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The Toronto connectivity company's monthly active users have doubled to 2.5 million alongside those accounts, and the enthusiasm coming from Silicon Valley builders has no public revenue, valuation or funding figure to test it against.
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DataEnclave uses Nvidia confidential computing so a model developer's base weights and a customer's fine-tuned weights can run in one enclave under separate key control. Vast says it charges nothing extra for it.
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Both governments funded Yoshua Bengio's safe-by-design institute at Montreal's ALL IN, where Cohere agreed terms with Germany's Aleph Alpha and OpenAI's managing director called Canada an obvious place for a data centre.
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The US cybersecurity agency says industrial-scale distillation is the core of China's AI strategy. Aidan Gomez, who co-wrote the transformer paper, told CNBC that Chinese models now beat the best American ones on some benchmarks.
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Andrew Ferguson gave his personal view four days after Dario Amodei asked Washington for a narrow antitrust waiver to coordinate a slower AI build. Prior federal guidance already lets rivals trade cyber threat information.
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Cohere and Aleph Alpha have signed their combination. A regulated buyer that ran both model developers through the same evaluation is now choosing between one supplier and the sovereign stacks other vendors are assembling.
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Product · September 16, 2026 · Confirmed2 publishers
Invest · September 15, 2026 · One report1 publisher
Invest · September 14, 2026 · Confirmed6 publishers
Invest · September 14, 2026 · One report1 publisher
Product · August 14, 2026 · Confirmed2 publishers