Education and digital design.

Canada
Joined May 2018
Small specialized intelligence
Introducing 𝙻𝙵𝙼𝟹: our new generation of Liquid Foundation Models. With a new tri-hybrid architecture and new multimodal encoders, the LFM3 family is the ideal model suite for specialized intelligence. > 6 model instances, across text, audio, vision, and omni modalities, generative and decision models. > 𝙻𝙵𝙼𝟹-𝟷.𝟽𝙱: text, 256k context window. > 𝙻𝙵𝙼𝟹-𝚅𝙻-𝟸𝙱: vision-language model with video-input support for spatial understanding > 𝙻𝙵𝙼𝟹-𝙰𝚞𝚍𝚒𝚘-𝟸𝙱: tool calls, voice chat, reasoning in 18 languages. > 𝙻𝙵𝙼𝟹-𝙾𝚖𝚗𝚒-𝟸𝙱: an omni model combines vision, audio, and language. > 𝚍𝟷-𝟸𝙱 and 𝚍𝟷-𝙾𝚖𝚗𝚒-𝟸𝙱: decision models with typed outputs and calibrated probabilities in a single pass. Omni adds audio input. > fine-tune on 1 GPU. > a new tri-hybrid architecture > architecture optimized for 14 processor classes across GPUs, CPUs, and NPUs. > 𝙻𝙵𝙼𝟹-𝚅𝙻-𝟸𝙱 is a beast. It performs competitively with Gemma 4 12B (6x larger), and Gemini 3.5 Flash Lite, and GPT-5.6 Luna, with 1.9B parameters. > 𝙻𝙵𝙼𝟹-𝟷.𝟽𝙱 is #1 on the Pareto frontier of device intelligence 𝚙𝚒𝚙𝚎𝚝𝚝𝚎.𝚕𝚒𝚚𝚞𝚒𝚍.𝚊𝚒 Every modality for specialized intelligence. Pick the one that fits your use case, customize it, and run it on-device. 1/ 🧵
1
20
Jonathan Sanderson retweeted
Interactive armillary sculpture reveals kaleidoscope flowers.
13
204
5
1,828
136,440
> hopefully the worktrees are intact FDE is the one who chats.
7
Jonathan Sanderson retweeted
No, WebMCP isn't replacing MCP. MCP connects agents to your services. WebMCP connects agents to your website while it's open and the user's in the loop. Here's how they fit together ⤵️
93
307
66
3,542
246,741
Working on new tool for design
7
We can prompt code into existence
6
Jonathan Sanderson retweeted
A fraction of a degree can change an entire pattern. At approximately 137.507764°, the golden angle, given by 360°/φ², helps explain the remarkable spiral arrangements seen in sunflower heads.
10
157
11
944
52,031
Released a grayscale trial to encourage critical UI analysis, I hope to add notes over a week's use across five projects github.com/sanderjson/open-b…
17
Jonathan Sanderson retweeted
everything you need to know about clairic is in this video
Today we introduced a novel system one model, Clairic, based on regression instead of classification (i.e. decision models like Clef). This enables estimation of continuous values without having to exhaustively list choices upfront. It also enables very efficient extraction of structured data from unstructured inputs. Open weights coming soon!
4
5
2
153
14,215
Backlog has a backlog
14
"we see ourselves as leaders in the regulation of flying cars"
7
Jonathan Sanderson retweeted
Muse after I give it access to my credit card and the open internet
158
424
69
8,232
434,162
Jonathan Sanderson retweeted
My dear friends, I’d like to show you my latest toy project Introducing Handwired: turn your regular JavaScript code into a neural net! - no training - exact outputs vs the JS program - fully differentiable All runnable in a browser, without GPU
454
1,013
465
11,322
1,447,415
Jonathan Sanderson retweeted
live footage from anthropic office
We discovered a sophisticated recording device that was hidden inside one of our offices. We used our models to understand the device and where it had come from, identifying that a specific employee had planted it a few days earlier. We referred the matter to the FBI, and we’re grateful to the agents and prosecutors who moved quickly to make an arrest. The FBI’s investigation is ongoing and we will continue to support their work. At this time, we have no indications of this individual inappropriately accessing or exfiltrating model weights, source code, or customer data. The employee was terminated. We take protecting our technology, data, and people seriously, and as a matter of national importance. Our security program is designed to protect against a wide range of threat actors, from insider risks to cybercriminals to nation states, and this case is an example of how AI can help address these sophisticated security threats.
113
1,200
58
25,558
762,711
Jonathan Sanderson retweeted
Today we release Open d1: two open-weight multimodal models in our d1 decision model family. > d1-3B: text + vision > d1-omni-600M: text + image or text + audio > Real-time decision making anywhere, from data centers such as @nvidia DGX to RTX workstations to Jetson at the edge. 1/
108
283
144
2,101
434,958
Jonathan Sanderson retweeted
Juggler juggling juggling jugglers. abakcus.com/articles/juggler…
5
29
2
170
8,398
amazon dot de — deliver to Austria, but the welcome modal says, "We are showing you items that dispatch to Australia." Yikes.
1
1
78