AI/ML

AI/ML

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Reverse engineering OpenAI’s o1
Reverse engineering OpenAI’s o1
What productionizing test-time compute shows us about the future of AI. Exploration has landed in language model training.
·interconnects.ai·
Reverse engineering OpenAI’s o1
Notes on OpenAI’s new o1 chain-of-thought models
Notes on OpenAI’s new o1 chain-of-thought models
OpenAI released two major new preview models today: o1-preview and o1-mini (that mini one is also a preview, despite the name)—previously rumored as having the codename “strawberry”. There’s a lot …
·simonwillison.net·
Notes on OpenAI’s new o1 chain-of-thought models
files-to-prompt 0.3
files-to-prompt 0.3
New version of my `files-to-prompt` CLI tool for turning a bunch of files into a prompt suitable for piping to an LLM, [described here previously](https://simonwillison.net/2024/Apr/8/files-to-prompt/). It now has a `-c/--cxml` …
·simonwillison.net·
files-to-prompt 0.3
Announcing The Assistant | Kagi Blog
Announcing The Assistant | Kagi Blog
Yes, the rumours are true! Kagi has been thoughtfully integrating AI into our search experience, creating a smarter, faster, and more intuitive search.
·blog.kagi.com·
Announcing The Assistant | Kagi Blog
dh1011/llm-term
dh1011/llm-term
A Rust-based CLI tool that generates and executes terminal commands using OpenAI's language models or local Ollama models.
·github.com·
dh1011/llm-term
Cerebras Inference: AI at Instant Speed
Cerebras Inference: AI at Instant Speed
New hosted API for Llama running at absurdly high speeds: "1,800 tokens per second for Llama3.1 8B and 450 tokens per second for Llama3.1 70B". How are they running so …
·simonwillison.net·
Cerebras Inference: AI at Instant Speed
Anthropic Release Notes: System Prompts
Anthropic Release Notes: System Prompts
Anthropic now publish the system prompts for their user-facing chat-based LLM systems - Claude 3 Haiku, Claude 3 Opus and Claude 3.5 Sonnet - as part of their documentation, with …
·simonwillison.net·
Anthropic Release Notes: System Prompts
Long context prompting tips
Long context prompting tips
Interesting tips here from Anthropic's documentation about how to best prompt Claude to work with longer documents. **Put longform data at the top**: Place your long documents and inputs …
·simonwillison.net·
Long context prompting tips
Episode 6 of Shell Game: The Future Isn't Real
Episode 6 of Shell Game: The Future Isn't Real

Shell Game Episode 6, our final episode of our first season, is out now!

While at times it may have seemed like I was just using my voice agent to mess around and have some fun—in fairness, many times I was—you’ve hopefully detected by now that we were also on an intentional journey over the course of the first five episodes. From a voice clone that knew nothing about me in its calls to customer service, to one built to tie up scammers. Then from an agent that could represent me in my most superficial conversation, to one that could express my inner life, and try and take on my job.

In the last episode, we arrive at our destination, where a cheshire cat awaits us, with a pair of questions. First, a general one: How do we grasp the benefits of new technologies, like AI voice, without simultaneously letting go of things that matter to us? And as a way of approaching that question, another: What does it feel like for the people closest to me to confront AI me, instead of me?

To answer them, I had to push this experiment as far as I was comfortable and then beyond. This was the hardest episode to make, for reasons that will become clear when you hear it. But I hope that you feel the way the three of us working on it have felt, that it will stick with you for a long time.

·shellgame.co·
Episode 6 of Shell Game: The Future Isn't Real
An Age of Hyperabundance | Laura Preston
An Age of Hyperabundance | Laura Preston
Everyone at this conference kept invoking loneliness and claiming the antidote was conversation. That didn’t track with my own experience. My most desperate moments of loneliness have been in conversation: on a Hinge date, doomed but persisting as a form of protocol. At a publishing party, surrounded by people who look and talk like me, all of us a little drunk but maintaining our nervous, manic professionalism.
·nplusonemag.com·
An Age of Hyperabundance | Laura Preston
Create Calendar Entries with Anthropic Claude 3.5
Create Calendar Entries with Anthropic Claude 3.5
Generate calendar entries from an image using Anthropic Claude 3.5. Convert lesson dates in an image to a calendar ICS file
·gregsramblings.com·
Create Calendar Entries with Anthropic Claude 3.5
What’s Really Going On in Machine Learning? Some Minimal Models
What’s Really Going On in Machine Learning? Some Minimal Models
Stephen Wolfram explores minimal models and their visualizations, aiming to explain the underneath functionality of neural nets and ultimately machine learning.
·writings.stephenwolfram.com·
What’s Really Going On in Machine Learning? Some Minimal Models
Fine-tuning now available for GPT-4o
Fine-tuning now available for GPT-4o
Fine-tune custom versions of GPT-4o to increase performance and accuracy for your applications
·openai.com·
Fine-tuning now available for GPT-4o
light-the-torch
light-the-torch
`light-the-torch` is a small utility that wraps `pip` to ease the installation process for PyTorch distributions like `torch`, `torchvision`, `torchaudio`, and so on as well as third-party packages that …
·simonwillison.net·
light-the-torch
AI in Journalism Futures 2024
AI in Journalism Futures 2024
https://www.opensocietyfoundations.org/publications/ai-in-journalism-futures-2024 [Open Society Foundations] "In February 2024, the Open Society Foundations issued a call for applications for a convening in which selected participants would share their
·werd.io·
AI in Journalism Futures 2024