AI News, Research and Tool Reviews
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Physical Intelligence vs hardware giants Figure and Tesla
Physical Intelligence uses its pi0 model to achieve 99.9% reliability in robotic tasks. While Figure 02 targets enterprise buyers with a $50,000 price tag, Tesla aims for much…
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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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Tesla Dojo 2 and the Optimus training pipeline
Tesla’s restarted Dojo project utilizes D1 chips with 50 billion transistors to power the Optimus humanoid robot training pipeline. The system manages…
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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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The o3 pricing reduction and the OpenAI model hierarchy
OpenAI has implemented an 80% price reduction for the o3 model, dropping input costs from $10 to $2 per million tokens. This…
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The evolution of PyTorch from Facebook AI to the foundation of Llama 4
PyTorch has evolved from a 2016 research tool into the dominant framework powering Llama 4. The article details the Llama 4 release,…
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Helsing’s $18 billion valuation and the future of NATO autonomous
Helsing reached an $18 billion valuation in July 2026, highlighting the push for European technological sovereignty. The company develops AI-driven hardware like…