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Anthropic introduces "dreaming," a system that lets AI agents learn from their own mistakes

The company also moved two previously experimental features — outcomes and multi-agent orchestration — from research preview into public beta, making them broadly available to developers building on the Claude platform. Together, the three features address what Anthropic says are the hardest problems in running AI agents at scale: keeping them accurate, helping them learn, and preventing them from becoming bottlenecks on complex, multi-step work.

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Microsoft takes Agent 365 out of preview as shadow AI becomes an enterprise threat

The product, first announced at Microsoft's Ignite conference in November, positions itself as a unified control plane that lets enterprise IT and security teams observe, govern, and secure AI agents wherever they run: inside Microsoft's own ecosystem, on third-party cloud platforms like AWS Bedrock and Google Cloud, on employee endpoints, and increasingly across a sprawling ecosystem of SaaS agents built by partner software companies.

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Netomi raises $110 million as Accenture and Adobe bet on AI for customer service

On its face, the financing is another large AI round in a market still awash in capital. But the deal is more revealing than that. It suggests that a new line is being drawn inside enterprise AI — not between companies that have a chatbot and companies that do not, but between companies that can show AI works in the messy, brittle, heavily governed environments where large businesses actually operate, and those that still mostly shine in demos.

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A European AI challenger goes after GitHub Copilot: Mistral launches Vibe 2.0

The release is a pivotal moment for the Paris-based company, which is transitioning its developer tools from a free testing phase to a commercial product integrated with its paid subscription plans. The move comes just days after Mistral CEO Arthur Mensch told Bloomberg Television at the World Economic Forum in Davos that the company expects to cross €1 billion in revenue by the end of 2026 — a projection that would still leave it far behind American competitors but would cement its position as Europe's preeminent AI firm.

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While everyone talks about an AI bubble, Salesforce quietly added 6,000 enterprise customers in 3 months

While Silicon Valley debates whether artificial intelligence has become an overinflated bubble, Salesforce's enterprise AI platform quietly added 6,000 new customers in a single quarter — a 48% increase that executives say demonstrates a widening gap between speculative AI hype and deployed enterprise solutions generating measurable returns.