Business & Funding
Funding rounds, acquisitions and the business of AI.
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The economic divergence of Physical Intelligence and Agility Robotics
The robotics market is splitting between intelligence-only startups like Physical Intelligence, seeking an $11 billion valuation, and hardware deployers like Agility Robotics,…
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Figure AI’s BMW deployment and the reality of Tesla Optimus production
Figure AI’s Figure 03 robots achieved a 98.7% success rate loading sheet metal at a BMW plant. This deployment highlights the scaling…
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Anthropic API pricing and cost management in September 2026
This guide details the latest Anthropic model pricing, including the release of Claude Opus 5.5 at $4 per million input tokens. It…
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The Colossus infrastructure and the reality of Grok training
xAI is expanding its Colossus GPU cluster toward 200,000 units using H100 and H200 chips. While the hardware scales massively, Grok 4.5…
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Scale AI revenue reversal versus Palantir AIP growth
Scale AI faces a revenue contraction to $1 billion in 2026 following Meta’s investment, while Palantir shows massive momentum with $1.935 billion…
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Enterprise AI agent orchestration in 2026
Enterprises are shifting from AI assistance to autonomous execution, with Salesforce reporting 3.2 billion agentic work units completed in a single quarter.…
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Wayve’s $1.2B Series D and the shift to AI-native autonomous licensing
Wayve secured $1.2 billion in Series D funding to advance its end-to-end AI Driver platform. The company plans to launch commercial robotaxi…
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Common data licensing mistakes in generative AI training agreements
An assessment of 30 open source AI models reveals that 76% contain training datasets with licenses incompatible with the model’s own declared…
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CoreWeave and Lambda Labs split the AI compute market
CoreWeave anticipates $8 billion in revenue driven by a massive Microsoft contract renewal, while Lambda Labs targets specialized workloads through a $1.5…
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Databricks Mosaic AI agent platform pricing mechanisms
This analysis explores how Databricks uses the DBU model to charge for AI agent development. It details cost drivers like Mosaic AI…
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The sovereign capital shift in AI semiconductor investments
State capital is becoming the primary structural funder for global AI infrastructure. Major moves include Saudi Arabia’s $100 billion HUMAIN entity and…
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The $400M foundation for universal robot brains
Physical Intelligence secured $400 million to develop the π0 model, a generalist robotic brain designed to control diverse hardware. This technology aims…
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