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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SmolVLM versus Phi-4-multimodal for on-device retail vision
SmolVLM-500M offers low-cost scanning for simple product labels on low-power hardware, while Phi-4-multimodal provides superior reasoning for complex invoices and math tasks.…
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DeepSeek-V4-Pro architecture and the competitive coding frontier
DeepSeek-V4-Pro utilizes a Mixture-of-Experts architecture with 256 routed experts to achieve a 55.4 percent score on SWE-bench Pro. This model provides significant…
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Glean at enterprise scale: AI workplace search and Slack integration
Glean provides enterprise knowledge management by connecting to over 100 applications like Salesforce and GitHub. The platform achieves high engagement with 40…
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Poolside’s Laguna S model and enterprise codebase migration strategies
Poolside utilizes the 118-billion-parameter Laguna S model with a sparse Mixture-of-Experts architecture to automate software engineering. The company manages large-scale legacy migrations…
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Tenstorrent Blackhole and Wormhole architecture explained
Tenstorrent’s RISC-V based architecture utilizes Tensix cores and explicit DMA data movement to provide an alternative to NVIDIA. The Blackhole p150 developer…
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SambaNova SN50 vs Cerebras WSE-3 for large scale inference
SambaNova SN50 delivers 5x the maximum speed and 3x the throughput for agentic inference compared to Blackwell B200 GPUs. Cerebras WSE-3 provides…
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Law firms and AI startups compete for legal market control
Kirkland & Ellis plans to invest $500 million in internal AI platforms to compete with specialized vendors like Harvey and Legora. Large…
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The future of Synthesia’s $4 billion AI video avatar platform
Synthesia reached a $4 billion valuation following a $200 million funding round to scale agentic AI capabilities. Fortune 500 companies like Walmart…