AI/ML

AI/ML

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8 plots that explain the state of open models
8 plots that explain the state of open models
Measuring the impact of Qwen, DeepSeek, Llama, GPT-OSS, Nemotron, and all of the new entrants to the ecosystem.
·interconnects.ai·
8 plots that explain the state of open models
A field guide to sandboxes for AI
A field guide to sandboxes for AI
This guide to the current sandboxing landscape by Luis Cardoso is comprehensive, dense and absolutely fantastic. He starts by differentiating between containers (which share the host kernel), microVMs (their own …
·simonwillison.net·
A field guide to sandboxes for AI
deta/surf: Personal AI Notebooks. Organize files & webpages and generate notes from them. Open source, local & open data, open model choice (incl. local).
deta/surf: Personal AI Notebooks. Organize files & webpages and generate notes from them. Open source, local & open data, open model choice (incl. local).

Deta Surf is an AI notebook that brings all your files and the web directly into your stream of thought.

It’s meant for simultaneous research and thinking that minimizes the grunt work: manually searching, opening windows & tabs, scrolling, copying and pasting into a document editor.

Surf is primarily built in Svelte, TypeScript and Rust, runs on MacOS, Windows & Linux, stores data locally in open formats, and is open source.

·github.com·
deta/surf: Personal AI Notebooks. Organize files & webpages and generate notes from them. Open source, local & open data, open model choice (incl. local).
Azure AI | Content Understanding Studio
Azure AI | Content Understanding Studio
Content Understanding builds on Document Intelligence and adds multimodal capabilities for text, images, audio, and video. Whether you’re building apps, automating workflows, or enabling AI-driven decision-making, these services help you unlock efficiency and intelligence.
·contentunderstanding.ai.azure.com·
Azure AI | Content Understanding Studio
How to Build AI Workflows with Claude Code (Even If You're Not Technical)
How to Build AI Workflows with Claude Code (Even If You're Not Technical)
Audio Version ($) My writing process used to be messy. I'd start with a brain dump of everything that was swirling in my head. Then I would try to structure it into an outline. But I often lost patience with that. So I'd just start writing. Then I'd realize I didn't know where I was going, so I'd stop and return to the outline. It was a bit of a tortured process as I went back and forth between writing and outlining. But now things look different. When I get stuck, I don't start writing. I a
·producttalk.org·
How to Build AI Workflows with Claude Code (Even If You're Not Technical)
We removed 80% of our agent’s tools - Vercel
We removed 80% of our agent’s tools - Vercel
We spent months building a sophisticated text-to-sql agent, but as it turns out, sometimes simpler is better. Giving it the ability to execute arbitrary bash commands outperformed everything we built. We call this a file system agent.
·vercel.com·
We removed 80% of our agent’s tools - Vercel
Toad is a unified experience for AI in the terminal
Toad is a unified experience for AI in the terminal
My startup for terminals wrapped up mid-2025 when the funding ran dry. So I don’t have money, but what I do have are a very particular set of skills. Skills I have acquired over a very long career convincing terminals they are actually GUIs.
·willmcgugan.github.io·
Toad is a unified experience for AI in the terminal
Cooking with Claude
Cooking with Claude
I’ve been having an absurd amount of fun recently using LLMs for cooking. I started out using them for basic recipes, but as I’ve grown more confident in their culinary …
·simonwillison.net·
Cooking with Claude
How China Won (2025 State of AI report)
How China Won (2025 State of AI report)
With GPT-5, Claude 4.5 Opus, Gemini 3.0 Pro and so many more, it's been a wild year.Thank you WorkOS for sponsoring! Check them out at: https://soydev.link/w...
·youtube.com·
How China Won (2025 State of AI report)
CodeSOTA
CodeSOTA
Independent ML benchmark tracking. Compare models with verified data, practical recommendations, and open datasets.
·codesota.com·
CodeSOTA
DGoettlich/history-llms: Information hub for our project training the largest possible historical LLMs.
DGoettlich/history-llms: Information hub for our project training the largest possible historical LLMs.

2025-12-14 Upcoming Ranke-4B release: A family of time-locked historical models

A family of 4 billion (B) parameter large language models (LLMs) based on the Qwen3 architecture trained from scratch on 80B tokens of historical data up to knowledge-cutoffs ∈ 1913 , 1929 , 1933 , 1939 , 1946 , using a curated dataset of 600B tokens of time-stamped text.

·github.com·
DGoettlich/history-llms: Information hub for our project training the largest possible historical LLMs.
Apple JUST Dropped a Game-Changer
Apple JUST Dropped a Game-Changer
Every M3 Ultra Mac Studio and Mac Mini cluster I’ve built hit the same wall… until Apple quietly removed the bottleneck—and suddenly, we're running the real deal. 👀 Start learning cyber security with TryHackMe: https://tryhackme.com/ziskind Use my code "ZISKIND25" to get 25% off on annual subscription! 🛒 Gear Links 🛒 ⌨️🏢 The rack in this video: tall version- https://amzn.to/4cvsfk3 short version - https://amzn.to/4j6Nuv4 🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg 💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ 🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW 🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo 📦🎮 My gear: https://www.amazon.com/shop/alexziskind 🎥 Related Videos 🎥 🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw 🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU 💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk 🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M 🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo 🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A 🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo ⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o 🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k 🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho * 🛠️ Developer productivity Playlist - https://www.youtube.com/playlist?list=PLPwbI_iIX3aQCRdFGM7j4TY_7STfv2aXX 🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playlist?list=PLPwbI_iIX3aSlUmRtYPfbQHt4n0YaX0qw EXO Github repo: https://github.com/exo-explore/exo Awni's MLX dist setup Gist: https://gist.github.com/awni/ec071fd27940698edd14a4191855bba6 My extra script (don't just run these, they need work, so be careful. They are just there for guidance): https://github.com/alexziskind1/mlx-dist-setup — — — — — — — — — ❤️ SUBSCRIBE TO MY YOUTUBE CHANNEL 📺 Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1 — — — — — — — — — Join this channel to get access to perks: https://www.youtube.com/channel/UCajiMK_CY9icRhLepS8_3ug/join — — — — — — — — — 📱 ALEX on X: https://x.com/digitalix 📱 AWNI (MLX) on X: https://x.com/awnihannun #macstudio #m4max #m3ultra
·youtube.com·
Apple JUST Dropped a Game-Changer
LLM Leaderboard 2025
LLM Leaderboard 2025
This AI leaderboard shows comparison of capabilities, price and context window for leading commercial and open-source LLMs, based on the benchmark data provided in technical reports in 2025.
·vellum.ai·
LLM Leaderboard 2025