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Technology & Computing / VIDEO

This New AI Architecture Makes Decisions 13x Faster

Prompt Engineering· 251K subscribers

29d ago · English audio

CLM is a new System 1 model from Stanford and NVIDIA Research that works like CLIP for decisions, embedding the situation and every possible action into one space and picking the closest match instead of generating tokens. I break down how it's trained on a frozen 8B backbone with only small heads learning, then run it on a DGX Spark across 1,080 tools, where latency stayed around 80ms but accuracy fell from 86%…

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3.0×Score at discovery
50.1KViews
16.6KMedian · 50 videos

Outlier score

This score was measured on Sun, 25 Oct 2026 21:18:47 GMT. Current view counts may differ.

50.1K views ÷ a 16.6K baseline = 3.0×. Compared with 50 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.

YouTube snapshot: Mon, 26 Oct 2026 00:31:03 GMT. Counters may have changed.

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Generative AI & Agents

Channel-balanced percentile: 68

Comparison details

29 videos from 19 other channels, with each channel weighted equally. Same format and language, with 100,000–999,999 subscribers. Observed at 708 hours after publication, within ±48 hours.

This describes the collected sample, not all of YouTube. Updated Mon, 26 Oct 2026 00:39:47 GMT.

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Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools

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