Claude does cyber competitions
…As Figure 2 illustrates, Claude’s slowest progress happened when one of our researchers was interacting with Claude.ai to manually input information about challenges and converse with Claude about solving them…
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Claude is an AI assistant developed by Anthropic that uses large language models to generate text and support conversational tasks.
We sampled 1 million claude.ai conversations from March and April 2026 and filtered for unique users to get roughly 639,000 conversations. We then used a classifier to identify personal guidance, which we defined as conversations where people ask what they specifically should do in their personal lives—for example, questions that start with "Should I…?" or "What do I do about…?". We excluded questions that seek objective information or opinions in general terms. We categorized these roughly 38,000 conversations into nine domains, drawing from previous research on AI and guidance-giving: relati
How people ask Claude for personal guidance…As Figure 2 illustrates, Claude’s slowest progress happened when one of our researchers was interacting with Claude.ai to manually input information about challenges and converse with Claude about solving them…
…TCS iON , which conducts more than 75 million assessments each year across 1,500 cities in India, will deliver Claude training and certification. “Enterprise AI value comes from understanding business context, orchestrating…
…the rate of augmentation, collaborative interaction where the AI complements the user’s abilities, increased slightly in both Claude.ai and API traffic. In Claude.ai, usage diversified, with the top 10…
…On both Claude.ai and 1P API, tasks across education levels show automation patterns in roughly equal shares. In what contexts do users defer more to Claude? Claude.ai users give the…
…A selection of our partners describe their experiences using Claude below: We were drawn to Anthropic's focus on AI safety and Claude's Constitutional AI approach to creating more helpful, harmless…
…Claude 4 models outperform other frontier models as research agents across financial tasks in Vals AI's Finance Agent benchmark . When deployed by FundamentalLabs to build an Excel agent, Claude Opus 4…
…This work is led by our Beneficial Deployments team, which provides Claude credits and engineering support to our partners in the four priority areas mentioned above. The team also develops AI-related…
…To this end, we are extending our AI for Science program to Australia, starting with an investment of AUD$3 million in Claude API credits to four institutions applying AI to some…
…At the time this data was collected, Claude Sonnet 4 and Claude Opus 4 were the most capable models available, and capabilities have continued to advance. More capable AI brings productivity benefits…
…As research and experience demonstrated the utility of frontier AI as a tool for cyber attackers, we invested in improving Claude’s ability to help defenders detect, analyze, and remediate vulnerabilities in…