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WX
Researcher

Winnie Xiao

Researcher at Anthropic

Co-authored paper measuring Claude Mythos' ability to develop exploits and find zero-day vulnerabilities.

5
Mentions
4
Articles
1
Outlets
Dec 2025 — Jun 2026
Coverage
Neutral
Sentiment

Associated Topics

Companies Covered

Coverage Patterns

How media typically covers Winnie Xiao

Article Types

  • research1

Media Angles

  • safety1

Narrative Framing

  • cautionary1

Sentiment Distribution

Based on 4 scored articles

Mixed 75%Negative 25%

Associated AI Models

Claude Opus 4.51Claude Sonnet 4.51GPT-51

Writes About

Nicholas CarliniResearcher
2 articles
Alwin PengResearcher
2 articles
Cole KillianResearcher
2 articles
Alan ChanResearcher
2 articles
Henry SleightResearcher
2 articles

Appears Alongside

Nicholas CarliniResearcher
5 shared articles
Milad NasrResearcher
3 shared articles
Newton ChengResearcher
3 shared articles
Keane LucasResearcher
3 shared articles
Alwin PengResearcher
2 shared articles
Cole KillianResearcher
2 shared articles
Alan ChanResearcher
2 shared articles
Henry SleightResearcher
2 shared articles

Articles

Most recent first

Mentioned In

Referenced in coverage

Measuring LLMs' impact on N-day exploits
AnthropiccautiousJun 11, 2026

“Co-authored research evaluating how large language models can accelerate and automate the process of developing N-day exploits.”

Measuring LLMs' ability to develop exploits
AnthropiccautiousMay 25, 2026

“Co-authored paper measuring Claude Mythos' ability to develop exploits and find zero-day vulnerabilities.”

Claude Mythos
AnthropiccautiousApr 8, 2026

“Co-authored the Claude Mythos evaluation research on AI vulnerability discovery and exploitation.”

In red teaming research from Anthropic, AI models found $4.6M worth of exploits in blockchain smart contracts
AnthropicresearchcautiousDec 4, 2025

“Co-authored research on AI models finding $4.6M worth of exploits in blockchain smart contracts through red teaming.”

AI SafetyAI CybersecurityGenerative AIAI Research