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Claude Matches Specialized Chemistry Tools on NMR Tasks, Shifting AI Focus From Models to Workflows

Claude Matches Specialized Chemistry Tools on NMR Tasks, Shifting AI Focus From Models to Workflows

Jun 09, 2026
K-Dense Web

Anthropic's Claude, with zero chemistry-specific training, now rivals dedicated tools like ChemDraw on NMR prediction tasks, proving AI model capability is no longer science's bottleneck — the real frontier is building the workflow infrastructure that connects frontier models to real data, enabling reproducible, auditable scientific research.

Xiaomi Hits 1,000 Tokens Per Second on Trillion-Parameter AI, Claiming 15x Speed Advantage Over ChatGPT and Claude

Xiaomi Hits 1,000 Tokens Per Second on Trillion-Parameter AI, Claiming 15x Speed Advantage Over ChatGPT and Claude

Jun 09, 2026
Decrypt

Xiaomi and TileRT claim a major AI speed breakthrough, hitting over 1,000 tokens per second on a trillion-parameter model using just 8 commodity GPUs — roughly 15 times faster than ChatGPT and Claude — powered by FP4 quantization and speculative decoding, with an open-source model checkpoint already live on Hugging …

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