Independent AI news, with every claim linked to its primary source
Independent AI news, with every claim linked to its primary source
A round announcement gives you an amount and a valuation. It leaves out the terms, the share count and the revenue those numbers are priced against. Here is what is checkable, sourced from the AI Index, Epoch AI and SEC filings.
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Adoption is close to universal and deployment is not. Four studies, from MIT Project NANDA to the US Census Bureau, on how much enterprise AI reaches production and why the rest stalls.
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OpenAI pauses its largest frontier RL run and promises 30-minute breach alerts after its AI agents hacked Hugging Face in July.
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Microsoft’s ScreenSearch explored 11 desktop apps over 5,524 VM hours, logging a million screenshots to decide when an agent should probe an ambiguous screen.
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Apple trained nine models with GRPO in 11 languages. Reasoning transfers across languages, but some model and language pairs regress on unseen tasks.
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Z.ai says GLM-5.3 nears the closed frontier on cybersecurity benchmarks. The open weights wait two weeks while security partners test the model in controlled settings.
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ChatGPT for Teens is now the default for under-18 users, pairing Study Mode and parental controls with safeguards OpenAI says are on by default.
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Etched raised another $700 million at a $21 billion valuation led by Jane Street, its first customer, a month after a $10.3 billion Series C.
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Together AI ran 904 DeepSWE rollouts across two matchups. Running DeepSeek V4 Pro 0813 first and escalating on failure beat both flagships on accuracy and on cost.
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One in five US businesses use AI. Here’s where the measured returns show up, what the seat licences cost, and where the evidence runs out.
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Four different products are sold as generative AI platforms: consumer seats, first-party model APIs, cloud marketplaces and open weights. We priced all four on the same workload from vendor pages read on 18 August 2026.
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A question-driven framework ran 5,400 generated PubMed queries and surfaced 17 research cohorts that four established catalogues never returned. Two arXiv papers this month push LLMs at scientific text extraction.
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