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Highlights from the Claude 4 system prompt
Highlights from the Claude 4 system prompt
Anthropic publish most of the system prompts for their chat models as part of their release notes. They recently shared the new prompts for both Claude Opus 4 and Claude …
Reading these system prompts reminds me of the thing where any warning sign in the real world hints at somebody having done something extremely stupid in the past. A system prompt can often be interpreted as a detailed list of all of the things the model used to do before it was told not to do them.
because language models acquire biases and opinions throughout training—both intentionally and inadvertently—if we train them to say they have no opinions on political matters or values questions only when asked about them explicitly, we’re training them to imply they are more objective and unbiased than they are.
We want people to know that they’re interacting with a language model and not a person. But we also want them to know they’re interacting with an imperfect entity with its own biases and with a disposition towards some opinions more than others. Importantly, we want them to know they’re not interacting with an objective and infallible source of truth
I love “even if the person seems to have a good reason for asking for it”—clearly an attempt to get ahead of a whole bunch of potential jailbreaking attacks.
Claude responds in sentences or paragraphs and should not use lists in chit chat, in casual conversations, or in empathetic or advice-driven conversations. In casual conversation, it’s fine for Claude’s responses to be short, e.g. just a few sentences long. That “should not use lists in chit chat” note hints at the fact that LLMs love to answer with lists of things!
There follows an entire paragraph about making lists, mostly again trying to discourage Claude from doing that so frequently
·simonwillison.net·
Highlights from the Claude 4 system prompt
Richard D. Bartlett on X: "I've been scratching my head for a week after someone asked 'what became obvious for you after taking psychedelics?' I dunno man it seems self evident that the more primitive pre linguistic processes of consciousness make more immediate and honest contact with reality and have" / X
Richard D. Bartlett on X: "I've been scratching my head for a week after someone asked 'what became obvious for you after taking psychedelics?' I dunno man it seems self evident that the more primitive pre linguistic processes of consciousness make more immediate and honest contact with reality and have" / X
I've been scratching my head for a week after someone asked 'what became obvious for you after taking psychedelics?' I dunno man it seems self evident that the more primitive pre linguistic processes of consciousness make more immediate and honest contact with reality and have
·x.com·
Richard D. Bartlett on X: "I've been scratching my head for a week after someone asked 'what became obvious for you after taking psychedelics?' I dunno man it seems self evident that the more primitive pre linguistic processes of consciousness make more immediate and honest contact with reality and have" / X
(1) oca.computer (⨍) on X: "📜 Intro to Augmenting Human Intellect by Douglas Engelbart semantically embedded and plotted in space. Cool visualization, but much more interesting when feeding a song into it... https://t.co/kC5pEBkeDw" / X
(1) oca.computer (⨍) on X: "📜 Intro to Augmenting Human Intellect by Douglas Engelbart semantically embedded and plotted in space. Cool visualization, but much more interesting when feeding a song into it... https://t.co/kC5pEBkeDw" / X
visual plot of an essay by Douglas Engelbart
·x.com·
(1) oca.computer (⨍) on X: "📜 Intro to Augmenting Human Intellect by Douglas Engelbart semantically embedded and plotted in space. Cool visualization, but much more interesting when feeding a song into it... https://t.co/kC5pEBkeDw" / X
Ethan Mollick on Twitter / X
Ethan Mollick on Twitter / X
This paper suggests a potential massive revolution in social science.It develops a system where LLMs automatically generate scientific hypotheses, and then test those hypotheses with simulated AI human agents. Even at this early stage, it works surprisingly well. Exciting atuff pic.twitter.com/ekZHYTJHcY— Ethan Mollick (@emollick) April 20, 2024
·x.com·
Ethan Mollick on Twitter / X
Peter Zakin on Twitter / X
Peter Zakin on Twitter / X
I've been thinking recently that if my LLM assistant had access to the books I'm reading, I'd probably buy more books. Continue to think of LLMs as cognitive leverage. They increase demand for goods where consumption is partially limited by cognitive resources (eg attention or… https://t.co/i1vW6rLPS7— Peter Zakin (@pzakin) March 10, 2024
·x.com·
Peter Zakin on Twitter / X
Amjad Masad on Twitter / X
Amjad Masad on Twitter / X
What’s the most ‘fresh’ use-case you’ve seen recently for LLMs? Forget chatbots altogether.— Amjad Masad (@amasad) January 30, 2024
·x.com·
Amjad Masad on Twitter / X
Ethan Mollick on Twitter
Ethan Mollick on Twitter
A paper that really illustrates both the unexpected power, and unexpected risks, that come from LLMs.Given text of anonymous posts on Reddit, GPT-4 can infer things like income, gender & location with 85%+ accuracy at 1% of the cost required by humans. https://t.co/qcrodZsgUQ pic.twitter.com/at8NfwLxjr— Ethan Mollick (@emollick) October 20, 2023
·twitter.com·
Ethan Mollick on Twitter
François Chollet on Twitter
François Chollet on Twitter
“"It's autocomplete" is not a helpful analogy to understand LLMs. A LLM is more like a database that lets query information in natural language. You can query both knowledge, and "patterns" (associative programs seen in the training data, that can be applied to new inputs).”
·twitter.com·
François Chollet on Twitter
Pranav Pramod on Twitter
Pranav Pramod on Twitter
“🔍 Alternative Search Methods Generic word search in applications makes it super hard to find something you vaguely remember. Depicted below are 4 different types of searches that a user could use to find content that seems hard to find. Check it out at: https://t.co/fY5GC6nawr”
·twitter.com·
Pranav Pramod on Twitter
Andi 🇦🇱🇺🇦 on Twitter
Andi 🇦🇱🇺🇦 on Twitter
the funny thing about internet censorship in the age of LLMs is that China literally cannot train a GPT-4 equivalent language model without explicitly scraping data from American websites outside of the Great Firewall, which is illegal— Andi 🇦🇱🇺🇦 (@Nexuist) April 29, 2023
·twitter.com·
Andi 🇦🇱🇺🇦 on Twitter
kache (yacine) on Twitter
kache (yacine) on Twitter
System: You are an extremely simple pilled programmer. You prefer functional programming, have a preference for simplicity. You are also a helpful assistant.When you output functions, you output the higher level function first. You use descriptive names for functions. You…— kache (yacine) (@yacineMTB) April 18, 2023
·twitter.com·
kache (yacine) on Twitter
gfodor on Twitter
gfodor on Twitter
MY JAW IS ON THE FLOOR. https://t.co/jgkIQfrMNJ pic.twitter.com/2CGGlbhlfO— gfodor (@gfodor) April 4, 2023
·twitter.com·
gfodor on Twitter
Ryan Broderick on Twitter
Ryan Broderick on Twitter
So I've been tracking emerging AI cults. Whether it's people worshipping a jailbroken AI, forming emotional or ideological bonds with them, or groups that have sprung up to build an AI to complete a specific goal.They're happening, but all of them are human-first social groups. https://t.co/tXHsf4yMIW— Ryan Broderick (@broderick) April 4, 2023
·twitter.com·
Ryan Broderick on Twitter
swyx 🇸🇬 on Twitter
swyx 🇸🇬 on Twitter
Prompt engineering is on 🔥First, @alexandr_wang hires @goodside as the world's first Prompt EngineerThen, @chamath talks it up on @theallinpodNow @AnthropicAI is setting the market rate on prompt engineers: $250k - $335k + equity (!)Only basic coding ability needed. pic.twitter.com/lER5XbcIVO— swyx 🇸🇬 (@swyx) January 20, 2023
·twitter.com·
swyx 🇸🇬 on Twitter
Ethan Mollick on Twitter
Ethan Mollick on Twitter
A killer app of AI is its ability to multiply an expert's work.So, a 🧵of tips to use ChatGPT to power up your writing, assuming you are an expert on the topic.Lets pretend we were trying to write my post on how AI can make you creative, using AI. 1/ https://t.co/mhYRrEXc6r— Ethan Mollick (@emollick) December 11, 2022
·twitter.com·
Ethan Mollick on Twitter
David Petersen on Twitter
David Petersen on Twitter
Google must be embarrassed that a startup has built a product so superior to its offering for many searches. I expect Google search to get a lot better in the next year as they are pressured by real competition for the first time. pic.twitter.com/xHYdlDI99j— David Petersen (@typesfaster) December 5, 2022
·twitter.com·
David Petersen on Twitter
Ethan Mollick on Twitter
Ethan Mollick on Twitter
Exciting way AI can help: 1/3 of Americans have had a startup idea in the last 5 years but few act on it, often feeling lost. As someone who teaches entrepreneurship, I think OpenAI does a credible job of both generating the seeds of new ideas and specifics on getting started. pic.twitter.com/5uyuv3RZrw— Ethan Mollick (@emollick) December 3, 2022
·twitter.com·
Ethan Mollick on Twitter