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AI image and video tagging, captioning, zero-shot classification, and semantic search with open-source + commercial-safe vision-language models: CLIP (MIT, OpenAI, zero-shot classification + text-image similarity, ViT-B/32 to ViT-L/14), SigLIP (Apache 2.0, Google, sigmoid loss, outperforms CLIP o...
Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. Extracts all load-bearing claims (statistics, product or policy claims, ranking and comparative claims, named sources), validates cited URLs before fetching, and scores match confidence (exact match 1.0, paraphrase 0.7-0.9, not found 0.0). Flags uncited claims as UNVERIFIED and marks a claim verified only when this run fetched the source and found the passage. C
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