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Business & Funding

138 summarised stories in Business & Funding, each linking back to the original source. Browse all topics →

Tuesday, 21 July 2026

Who's Afraid of Chinese Models?

TLDR 5 hours ago 6 sources

An economics-focused analysis argues that concerns about Chinese AI models like Kimi K3 undercutting Western competitors are overstated, because the current high prices from Anthropic and OpenAI reflect artificial scarcity of compute rather than cost advantages. Kimi charges $3 per million input tokens and $15 per million output tokens, compared to other providers, but this masks the fact that different models require different token volumes to reach correct answers, making raw token price misleading. As AI markets mature and compute becomes available, competition will be determined by cost structure and serving efficiency rather than nominal prices, and frontier labs will eventually thrive by passing savings to customers as inference becomes the dominant cost compared to training.

Gritt exits stealth with $34 million for robots to build solar plants—then, everything else

TechCrunch AI 5 hours ago

Gritt, a robotics startup founded by Carnegie Mellon engineers, exited stealth with $34 million in total funding to deploy AI-controlled systems for solar panel installation. The company's robots increased installation capacity from 800 to 3,000-4,000 panels per day for a typical eight-person crew, and Gritt is contracted to help install 2.8 gigawatts of solar panels over the next 18 months. The startup plans to expand its AI systems to other construction tasks like fastening panels, drilling posts, and rebar tying, leveraging recent advances in large AI models to generalize across different labor-intensive jobs.

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