While DeepSeek itself is probabilistic, its self-censorship model is deterministic, and I have used prompts where I engineered part of it to guarantee a specific output to figure out which words are on its blocklist. ...
I was basically just playing around with Copilot and spitballing ideas about a rewrite I've been thinking of doing for two characters I particularly disliked (one more than the other). ...
There's a lot of talk about agentic AI, and I think a lot of confusion about what the difference is with the web interface. I thought I'd made that post already but apparently not so here it is. ...
As a reminder, both the web interface (chat.deepseek.com) and the API (for agentic work on your machine) were upgraded to the full deepseek 3.2 recently. This was done on deepseek's part and there is no way to go back to the previous model. ...
So look I'm a complete beginner in docker, only know it because lemmy's own documentation says to use it to deploy a lemmy server. I'm hoping people in the comments will be able to provide more information and perhaps a better way to do this than the way I did it. ...
The guide to local image creation with Z-image
Okay, I had a whole guide written but had to debug something on my computer and now it's gone 😩 ...
The longer guide to installing Crush with Deepseek
I see there's a lot of interest in using Crush/Deepseek API, so I'll try to write a longer guide to walk you through it. ...
Data Engineering for Large Models: Architecture, Algorithms & Projects ( github.com )
Deepseek Web got a mini/mega update - check API pricing in the coming days
Major changes: ...
Current known DeepSeek auto-censored keywords
While DeepSeek itself is probabilistic, its self-censorship model is deterministic, and I have used prompts where I engineered part of it to guarantee a specific output to figure out which words are on its blocklist. ...
Found another DeepSeek auto-trip
If the word "men" and "tanks" appear close to each other, DeepSeek automatically self-censors
Copilot pissed me off today. (Warning: vitriolic ranting)
I was basically just playing around with Copilot and spitballing ideas about a rewrite I've been thinking of doing for two characters I particularly disliked (one more than the other). ...
A coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations) ( github.com )
Beads - A memory upgrade for your coding agent ( github.com )
I took a shot at implementing the idea from the Recursive Language Model paper ( git.sr.ht )
Despite context windows expanding to millions of tokens, LLMs still struggle with a fundamental task of precision. ...
The Pragmatic Guide to Vibe Coding: Techniques That Actually Work ( gist.github.com )
FUSE is All You Need - Giving agents access to anything via filesystems ( jakobemmerling.de )
NousCoder-14B is a competitive programming model post-trained on Qwen3-14B via reinforcement learning ( huggingface.co )
Here's what vector embeddings and transformers are in LLMs
I finally get vector embeddings and this whole thing about transformers. ...
Skills over MCPs? ( simonwillison.net )
This writer is switching to skills over MCPs, seeing that MCPs are bulky and rely on contacting an (often external) server. ...
Understanding what exactly is agentic
There's a lot of talk about agentic AI, and I think a lot of confusion about what the difference is with the web interface. I thought I'd made that post already but apparently not so here it is. ...
The reason this community exists
https://lemmygrad.ml/pictrs/image/b4bf7aa1-9b0a-4e47-b329-884807a1d45f.png ...
PSA With Crush: it's not great with Deepseek currently - so here's the fix
Edit: okay, I think I fixed it. As expected it wasn't too difficult. I recommend you do this if you use Deepseek on crush. ...
*Let the Grinch Speak: Notes on the Liberation of Mount Crumpit* (a rewriting of the Grinch to explain how to use agentic AI in a process instead of just throwing it at the problem)
I gave Gemini Pro a pdf of the Wretched of the Earth and had it rewrite the story of the Grinch through that perspective. ...
An idea for agentic... customized teaching
I may or may not get to making this a reality eventually but here's the process. ...
The lethal trifecta for AI agents: private data, untrusted content, and external communication ( simonwillison.net )
on the topic of agentic ai security this article should be considered like the golden rule. ...
I am fine-tuning a Local Deepseek Model and would like to ask for community help creating interesting questions on any Marxist topic you'd love to ask a local Deepseek model fine-tuned on ProleWiki
bonus points if you can put your questions in the JSONL format ...
Babylon: A Marxist based Simulation Video Game ( github.com )
think Victoria 3 meets Protracted Peoples War ...
Newer Deepseek 3.2: more tokens spent, but much stronger at agentic work
As a reminder, both the web interface (chat.deepseek.com) and the API (for agentic work on your machine) were upgraded to the full deepseek 3.2 recently. This was done on deepseek's part and there is no way to go back to the previous model. ...
If you're scared about crush or other agents accessing too much of your files -> isolate them in a docker container
So look I'm a complete beginner in docker, only know it because lemmy's own documentation says to use it to deploy a lemmy server. I'm hoping people in the comments will be able to provide more information and perhaps a better way to do this than the way I did it. ...