New from the Anthropic Economic Index: how people's use of Claude changes with experience. Longer-term users are more likely to iterate carefully with Claude, and less likely to hand it full autonomy. They attempt higher-value tasks, and receive more successful responses. [Translated from EN to English]
San Francisco LangSmith for Startups Office Hours Calling founders, engineers, and founding teams to join us on a Friday morning for office hours. Come ask our Head of Product, PMs and Deployed Engineers your burning agent development questions + get updates + give us your
I would like a single word for this phrase: "throw it into the maw with every bit of context I can think of". Ethan Mollick (@emollick) GPT-5.4 Pro continues to be the only model of its class. For anything really hard & complex, I throw it into the maw with every bit of context I can think of. More often than not, something very useful comes out. I can't get the same results from Codex or Code or anything else. — https://nitter.net/emollick/status/2036136822099628173#m
I never found a way to adopt the old version of Perplexity in my investment process, but the things you can one-shot in Perplexity Computer are mind bogglingly good, and it has become a daily driver for me (for the avoidance of doubt, this is not a sponsored post). For example, I always created a guidance credibility analysis, which is a 10-year study of company guidance behavior vs. ultimate results in subsectors: which companies consistently beat/missed/held? These trends can be strong initial indicators of business momentum shifts (i.e. a beat and raise story who just held guidance in Q3 for the first time in 5 years has some information). And you see patterns here that cause you to skeptically question guidance (high or low). Perplexity Computer can one shot this with a 9-page report. Validation is critical, so I may have a different Perplexity Computer space or a Claude CoWork session go and systematically validate, then spot check & validate any key events by hand. But the ability to spin this up quickly, at scale is but one of many emerging capabilities that has me very excited about the very recent agentic capabilities. Computer (@AskPerplexity) We're hosting a Perplexity Computer stock pitch competition starting on March 30th for students enrolled in a US undergraduate or graduate program. Students will have 1 week to research, analyze, and pitch a publicly-listed stock, using only Perplexity Computer. — https://nitter.net/AskPerplexity/status/2036470683308544495#m
Messaged a friend on WhatsApp, got greeted by the OpenClaw doorman (use separate number + WA Business to avoid this, see the docs, or use a message platform that is friendlier for agents such as Telegram)
LangSmith Fleet now supports custom Slack bots. Give your agent its own handle, then call it directly from Slack. Use agents where you already work. Try Fleet: https://
smith.langchain.com/agents?skipOnb
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We're Optimal Intellect, a research lab from the team behind CVXPY. Today we're introducing Moreau: a GPU-native solver that's orders of magnitude faster than the best existing tools.