One of the most important things to remember over the next few years is that as AI's capabilities increase exponentially, the scope of what you can build as an individual using AI also increases exponentially.
@alexalbert__
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New Computer Use Video Course Launched with DeepLearningAI
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We just launched a new video course on how to get started building with Computer Use, in collaboration with @DeepLearningAI.
— Alex Albert (@alexalbert__) 22 janvier 2025
It's the first real course we've made on Computer Use, highly recommend checking it out! pic.twitter.com/kXCkXbeTV3We just launched a new video course on how to get started building with Computer Use, in collaboration with @DeepLearningAI
. It's the first real course we've made on Computer Use, highly recommend checking it out! -

Claude as a Superpower for Writing Disposable Scripts
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By far one of my favorite use cases for Claude is instantly writing disposable one-off scripts to accomplish whatever bespoke task I'm trying to do. Legitimately feels like a superpower for using computers.
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Prompt Caching Documentation for Claude API
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Check out the docs here: https://
docs.anthropic.com/en/docs/build-
with-claude/prompt-caching
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Anthropic Improves Prompt Caching with Automatic Cache Hit Detection
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Quality-of-life upgrade for @AnthropicAI devs: We've adjusted prompt caching so that you now only need to specify cache write points in your prompts – we'll automatically check for cache hits at previous positions. No more manual tracking of read locations needed.
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Chat interfaces may not be the ultimate LLM user experience
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Yeah I don't think chats as we know them now is the final form of LLM UX
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Claude AI Models Ranked by Helpfulness for Various Tasks
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Claude 2: rewrote some emails for me, cleaned up grammar in docs. 1.5/10 helpful.
3 Opus: first model I felt I could intelligently talk with, helped with some small coding/scripting. 3/10 helpful.
3.5 Sonnet: started experimenting with end to end coding projects, maybe some life -
Future Generations Will View Manual Car Operation as Obsolete
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Just like future generations will be in disbelief that we manually operated cars – following rigid lanes and speed limits, mindlessly inching forward in traffic – instead of letting AI handle the monotony.
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Future of Programming: Machines Will Handle Code Generation for Developers
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We will soon find it crazy that developers would sit down and hand-type lines of structured code all day. Each day it makes more and more sense for machines to handle that part for us.
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Question about Claude usage and newsletter spectrum coverage
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next question, hey @PaulSkallas
, do you use claude? need to cover both sides of the spectrum here after reading this morning's newsletter