{"type":"raw_signal","id":"211-designs-were-lab-tested-at-adaptyv-bio-9efa7e","slug":"211-designs-were-lab-tested-at-adaptyv-bio-9efa7e","title":"211 designs were lab-tested at Adaptyv Bio and Twist Bioscience ; 17 met strict binder criteria.","description":"Anthropic has released a public dataset of 211 lab-tested protein designs targeting scorpion toxins.","retrieval_nugget":"Anthropic has released a public dataset of 211 lab-tested protein designs targeting scorpion toxins.","observed_at":"2026-10-20","record_date":"2026-10-20","date_kind":"observed_at","why_it_matters":"Anthropic has released a public dataset of 211 lab-tested protein designs targeting scorpion toxins. The dataset includes sequences and experimental measurements, with results from Adaptyv Bio and Twist Bioscience. Anthropic’s case-study description says Claude helped run a campaign against five neurotoxins and that 17 of the 211 tested designs met the criteria for binding. The work is exploratory","novelty":"notable","verification_level":"source-linked","signal_type":"research","source_platform":"huggingface.co","topics":["anthropic"],"entities":["Anthropic","Claude","Adaptyv Bio","Twist Bioscience"],"related_patterns":["scientific-agents-need-artifact-evidence"],"novelty_label":"new_fact","what_changed":"A new dataset reports lab results for 211 scorpion-toxin binder designs, with 17 meeting strict binder criteria.","prior_refs":["memory:f72afdd6-35cf-8a5c-a6ab-79811c5c14f3","memory:ac12bbec-f7c9-8779-a4b3-880d38e53270"],"source_url":"https://huggingface.co/datasets/Anthropic/scorpion-toxin-binder-design","source_urls":["https://huggingface.co/datasets/Anthropic/scorpion-toxin-binder-design"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"signal:211-designs-were-lab-tested-at-adaptyv-bio-9efa7e","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/signals/211-designs-were-lab-tested-at-adaptyv-bio-9efa7e/","markdown":"https://newruntime.com/signals/211-designs-were-lab-tested-at-adaptyv-bio-9efa7e.md","json":"https://newruntime.com/signals/211-designs-were-lab-tested-at-adaptyv-bio-9efa7e.json"},"next_reads":[{"type":"topic","path":"/topics/anthropic/","url":"https://newruntime.com/topics/anthropic/","title":"Anthropic","reason":"Explore the anthropic topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/anthropic.md","json_url":"https://newruntime.com/topics/anthropic.json"},{"type":"collection","path":"/signals/","url":"https://newruntime.com/signals/","title":"Raw Signals","reason":"Open every source-linked raw signal.","media_type":"text/html","json_url":"https://newruntime.com/signals.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}