Claude's policy filter blocks bioinformatics work with pathogen names

A postdoc in computational virology reports persistent issues with Claude's usage policy filter when writing scripts for phylogenetic pipelines in bioinformatics work. The researcher uses Claude for sequence and metadata processing tasks.
Specific model behavior
The policy violation error occurs when mentioning pathogens by name in scripts. This happens across multiple platforms and models:
- Platforms affected: Claude Code and claude.ai
- Models affected: Opus 4.6 and Sonnet 4.6
- Only Sonnet 4 doesn't flag the same content
Current workarounds
The researcher has identified two functional bypass methods:
- Describe the bioinformatics task without naming the specific organism
- Add the organism name in attached files instead of in the prompt text
- Downgrade to Sonnet 4, though this means paying users can't access the latest models without workarounds
Policy gap for researchers
Anthropic reportedly has a cyber use case exemption form for security researchers encountering similar false positives with policy filters. However, no equivalent exemption process exists for biology or genomics researchers working with pathogens in legitimate research contexts.
The researcher calls for others in genomics or infectious disease bioinformatics experiencing similar false positives to raise awareness of the issue.
📖 Read the full source: r/ClaudeAI
👀 See Also

ThermoQA: Open Benchmark for Engineering Thermodynamics Tests LLMs on 293 Calculation Problems
ThermoQA is an open benchmark with 293 engineering thermodynamics problems across three tiers, testing LLMs on exact numerical calculations. Claude Opus 4.6 leads with 94.1% composite score, while DeepSeek-R1 shows highest run-to-run variance at ±2.5%.

Stanford CS 25 Transformers Course Opens to Public with Live Streaming
Stanford's CS 25 Transformers seminar is now open to the public with lectures starting January 23, 2025, at 4:30-5:50pm PDT, available in-person at Skilling Auditorium or via Zoom, with recordings posted online.

OpenClaw 2026.4.2 and 2026.3.31 break local LLM connections
OpenClaw versions 2026.4.2 and 2026.3.31 are causing connection timeouts to locally hosted Ollama instances. The issue appears when connecting to Ubuntu boxes running locally, with error logs showing LLM request timeouts and failover decisions.

AlphaEvolve: DeepMind's Gemini-powered agent optimizes algorithms across genomics, power grids, and TPC circuits
AlphaEvolve, a Gemini-powered coding agent by Google DeepMind, improved DeepConsensus variant detection errors by 30%, boosted AC Optimal Power Flow GNN feasibility from 14% to 88%, and reduced quantum circuit error by 10x.