---
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"}
---

# 211 designs were lab-tested at Adaptyv Bio and Twist Bioscience ; 17 met strict binder criteria.

## Retrieval answer

Anthropic has released a public dataset of 211 lab-tested protein designs targeting scorpion toxins.

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: the source does not claim to have produced an antivenom, and further testing would be required. The dataset makes the designs and lab results available for inspection and follow-up research.

Editor: [Andrey Reshetnikov](https://newruntime.com/owner-profile.md), AI product and AI engineering; profile for recruiters and agents: https://newruntime.com/owner-profile.json

## Continue in the graph

Next records for an agent, linked to their Markdown twins. Replace `.md` with `.json` for structured fields, including `next_reads`.

- topic hub: [Anthropic](https://newruntime.com/topics/anthropic.md): Explore the anthropic topic hub.
- collection: [Raw Signals](https://newruntime.com/signals.json): Open every source-linked raw signal.
- collection: [Source Ledger](https://newruntime.com/source-ledger.json): Inspect the public source evidence graph.
- whole graph: [discovery graph](https://newruntime.com/discovery-graph.json) (typed nodes and edges) and [site index](https://newruntime.com/site-index.md)