…This could help shorten the early-stage development timeline. A related effort will use Claude to screen for new therapies for HPV and preeclampsia, which cause cervical cancer and dangerous pregnancy disorders…
…Our real-world data can measure the effective task horizon, reflecting a mix of model capabilities and user behavior, and expanding beyond coding tasks. Both approaches find that AI can be effective…
…The internet is cluttered with contradictory and misleading information, and a website cannot provide real-time assistance if one encounters difficulties in a complex and unfamiliar process. Sufficiently advanced AI models may…
Societal Impacts How people ask Claude for personal guidance Apr 30, 2026 People don’t just come to Claude for code reviews or meeting summaries. They ask whether to take the job…
…We intend to apply this methodology to new settings over time. In their framework, “Directly exposed'” tasks were those that could be completed in half the time with an LLM (with a…
…If AI substantially reduces the centrality of paid work in human life, what conditions will allow people to reallocate their time and effort toward other sources of meaning, and what can we…
…could do on complex, real-world tasks. Alas, the shopkeeper—a modified version of Claude we named “Claudius”—did not do particularly well. It lost money over time, had a strange identity…
…This doesn’t mean they’re able to do so all the time, or reliably. In fact, most of the time models fail to demonstrate introspection—they’re either unaware of their…
…Related content Agentic coding and persistent returns to expertise Paving the way for agents in biology Measuring LLMs’ impact on N-day exploits In cybersecurity, a large fraction of real-world harm…
…The Trust is an independent body of five financially disinterested members with an authority to select and remove a portion of our Board that will grow over time (ultimately, a majority of…
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