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NVIDIA launched an open Agent Toolkit and the Nemotron 3 Ultra model for long-running agents. Here is what the new agent economics mean for your business.
Microsoft launched seven in-house MAI models at Build 2026 to cut its reliance on OpenAI. Here is what your software vendor becoming a model maker means.
Anthropic filed a confidential S-1 on June 1, 2026, joining OpenAI and SpaceX in a record IPO wave. Here is what public AI vendors mean for buyers.
GitHub Copilot moved to usage-based billing on June 1, 2026, and Microsoft is unveiling its own coding model at Build. Here is what it means for your dev budget.
New subquadratic AI architectures scale linearly instead of quadratically. Here is what that shift means for enterprise inference costs and strategy.
Anthropic raised $65B at a $965B valuation on May 28, 2026, eclipsing OpenAI for the first time. Here is what the vendor shift means for AI buyers today.
On May 20, 2026, Anthropic projected its first profitable quarter at $10.9B in revenue. The same day, SpaceX's S-1 exposed the compute bill behind it.
CNBC reported May 21, 2026 that Anthropic and Microsoft are in early talks for Claude to run on Maia 200. Here is what custom silicon validation means for AI buyers.
Nvidia has committed $40B in AI equity stakes in 2026, with $30B in OpenAI plus deals with Corning and IREN. Here is what circular AI dealmaking means for buyers.
Google's Gemini 3.1 Flash-Lite hit GA on May 8, 2026 at $0.25 per million input tokens. Here is what cheap, fast inference means for your AI strategy.
Anthropic just committed $200B to Google Cloud over five years. With OpenAI's deals, two AI labs now hold half of the $2T hyperscaler backlog. What it means.
SoftBank is taking Roze, a robotics-driven AI data center company, public at a $100B valuation target. Here is what the IPO signals about AI compute scarcity.
Meta cut 8,000 jobs and Microsoft offered first-ever buyouts on April 23, 2026 as AI capex tops $115B. What the workforce shift means for businesses.
DeepSeek V4 launched April 24, 2026 with frontier-class benchmarks, a 1M token context, and an MIT license. Here is what open-source parity means for AI buyers.
Anthropic will spend $100B on AWS for up to 5GW of compute while Amazon invests another $25B. Here is what the deal means for your AI vendor strategy.
OpenAI shuts Sora down April 26, 2026, after just seven months. Here is what the retirement of a flagship product means for your AI vendor strategy.
Anthropic overtook OpenAI in revenue, Meta launched Muse Spark, and Big Tech united against model theft. Here is what these shifts mean for your AI strategy.
Open-source AI models like Llama 3 and Mistral can outperform paid alternatives for specific use cases. Learn when self-hosting saves money and when it does not.
DeepSeek R1 disrupted AI pricing in early 2025 with comparable performance at a fraction of the cost. Here is what it means for your business and how to benefit.
