stoyan
@spstoyanov.bsky.social
Robotics engineer focusing on language models and ML. GPU poor.
Recently made LLM Flows:
https://github.com/stoyan-stoyanov/llmflows
Recently made LLM Flows:
https://github.com/stoyan-stoyanov/llmflows
Hot take: LLMs haven’t gotten much smarter at coding in the last two years. What makes the difference are larger context windows, context engineering, and function calling.
July 9, 2025 at 4:02 PM
Hot take: LLMs haven’t gotten much smarter at coding in the last two years. What makes the difference are larger context windows, context engineering, and function calling.
Everyone suddenly got promoted from prompt engineer to context engineer
June 26, 2025 at 3:09 PM
Everyone suddenly got promoted from prompt engineer to context engineer
From now on I will end every query to a transformer model with “Thank you for your attention to this matter!”
June 24, 2025 at 3:46 PM
From now on I will end every query to a transformer model with “Thank you for your attention to this matter!”
It’s so funny having @garymarcus.bsky.social speak at the Web Summit opening ceremony. All the hustlers here are pumped about AGI and agents and Gary is like nah it’s a bubble. Great start!
May 28, 2025 at 1:52 AM
It’s so funny having @garymarcus.bsky.social speak at the Web Summit opening ceremony. All the hustlers here are pumped about AGI and agents and Gary is like nah it’s a bubble. Great start!
Maybe the goal was never to beat ARC-AGI, but rather the friendships we built along the way
December 25, 2024 at 5:22 PM
Maybe the goal was never to beat ARC-AGI, but rather the friendships we built along the way
From Ilya’s NeurIPS talk today: pretraining as we know it will end. We have but one internet. The internet is the fossil fiel of AI.
December 14, 2024 at 1:09 AM
From Ilya’s NeurIPS talk today: pretraining as we know it will end. We have but one internet. The internet is the fossil fiel of AI.
LSTMs are apparently considered an “ancient history” today. 🤣
December 13, 2024 at 10:19 PM
LSTMs are apparently considered an “ancient history” today. 🤣
Reposted by stoyan
I just updated the NeurIPS starter pack with many more attendees
Let me know if you'd like to be added
go.bsky.app/BuJXg5q
#NeurIPS2024 #NeurIPS
Let me know if you'd like to be added
go.bsky.app/BuJXg5q
#NeurIPS2024 #NeurIPS
NeurIPS 2024 Pack
Join the conversation
go.bsky.app
December 13, 2024 at 6:40 PM
I just updated the NeurIPS starter pack with many more attendees
Let me know if you'd like to be added
go.bsky.app/BuJXg5q
#NeurIPS2024 #NeurIPS
Let me know if you'd like to be added
go.bsky.app/BuJXg5q
#NeurIPS2024 #NeurIPS
December 13, 2024 at 7:41 PM
You can finally know if you had a reason to complain when your paper got rejected
December 13, 2024 at 7:39 PM
You can finally know if you had a reason to complain when your paper got rejected
Have you shipped any LLM-powered apps in production? Which LLMs do you use? I am curious if people actually deploy open-source models for production apps or default to readily available APIs from OpenAI / Anthropic / Google
December 11, 2024 at 4:36 PM
Have you shipped any LLM-powered apps in production? Which LLMs do you use? I am curious if people actually deploy open-source models for production apps or default to readily available APIs from OpenAI / Anthropic / Google
You know NEURIPS is off to a good start when the opening remarks have a slide with a Ted Chiang story
December 11, 2024 at 1:48 AM
You know NEURIPS is off to a good start when the opening remarks have a slide with a Ted Chiang story
Reposted by stoyan
November 24, 2024 at 6:43 PM
Reposted by stoyan
Posting a call for help: does anyone know of a good way to simultaneously treat both POTS and Ménière’s disease? Please contact me if you’re either a clinician with experience doing this or a patient who has found a good solution. Context in thread
November 24, 2024 at 4:34 PM
Posting a call for help: does anyone know of a good way to simultaneously treat both POTS and Ménière’s disease? Please contact me if you’re either a clinician with experience doing this or a patient who has found a good solution. Context in thread
I just learned that Gemini is supported in the openai sdk. It also supports structured outputs 🤷
*image originally shared by logan Kilpatrick on the ex-bird app
*image originally shared by logan Kilpatrick on the ex-bird app
November 23, 2024 at 12:47 AM
I just learned that Gemini is supported in the openai sdk. It also supports structured outputs 🤷
*image originally shared by logan Kilpatrick on the ex-bird app
*image originally shared by logan Kilpatrick on the ex-bird app
Are there any independent researchers (not affiliated with universities) here? I don't want to quit my day job and move to academia, but I am considering exploring a few AI research ideas in my free time and publishing a paper. Has anyone tried that?
November 22, 2024 at 5:38 PM
Are there any independent researchers (not affiliated with universities) here? I don't want to quit my day job and move to academia, but I am considering exploring a few AI research ideas in my free time and publishing a paper. Has anyone tried that?
Hi everyone! 👋 How do I find AI / ML / Data Science folks here?
November 18, 2024 at 1:30 AM
Hi everyone! 👋 How do I find AI / ML / Data Science folks here?