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Adam Wyłuda

@adamwyluda.com
1.6K followers 2.3K following 26 posts

Software developer from Białystok, Poland. Interested mostly in AI, Rust and ATProto.

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Adam Wyłuda @adamwyluda.com · 05/10/2026
Why not something like .atproto?
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Glenn Fiedler @mas-bandwidth.bsky.social · 13/09/2026
This is really interesting for future AI driven UI work www.openui.com/blog/oui-1
openui.com
OpenUI - The Open Standard for Generative UI
Full-stack, renderer-agnostic Generative UI with a streaming-first language, official React support, community integrations, and up to 67% fewer tokens than JSON.
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Adam Wyłuda @adamwyluda.com · 15/08/2026
On the other hand solo devs have the freedom to lie about it, since there is no one else to speak out about it.
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Adam Wyłuda @adamwyluda.com · 30/07/2026
Also it seems that providers like Neuralwatt with their energy based pricing won’t be able to offer this model at all, unless Moonshot lets them of course.
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Adam Wyłuda @adamwyluda.com · 30/07/2026
Looks like they can compete by offering better speeds or latency
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Adam Wyłuda @adamwyluda.com · 30/07/2026
Coding with modern tools
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Adam Wyłuda @adamwyluda.com · 25/07/2026
I thought that this letter was more about not banning open weight models rather than forcing all models to be open.
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Sung Kim @sungkim.bsky.social · 16/07/2026
Kimi K3 (Open Weights by July 27, 2026.) 🔹 2.8 Trillion Parameters, 1 Million Context, Native Multimodal 🔹 Kimi Delta Attention enables up to 6.3x faster decoding in million-token contexts 🔹 Attention Residuals deliver ~25% higher training efficiency at <2% additional cost
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Siobhán @shibbi.me · 14/07/2026
Wait, you… use libraries? Code that other people wrote for you? You just… download it? Do you even read the code? Do you not care about the craft, the knowledge that comes from putting in the work yourself? Aren’t you afraid your skills will atrophy?
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hailey @hailey.at · 25/06/2026
so, using GLM 5.2 on Umans, this is the first time I am experiencing "oh yea, that's the stuff" feeling using these things. like i've had this feeling before about output quality, yes. but i've never had tps this high _with_ good output quality.
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Adam Wyłuda @adamwyluda.com · 25/06/2026
Qwen3.6 27B for coding, Gemma 4 26B for everything else.
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Sakana AI @sakanaai.bsky.social · 22/06/2026
Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API. Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls. Try it: sakana.ai/fugu 🐡
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antirez @antirez.bsky.social · 15/06/2026
Another important thing: Chinese models are not strong because they distill US models. Distillation of models via API is *impossible*. If somebody tells you the contrary, they don't understand machine learning:
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P(aul) Frazee @pfrazee.com · 12/06/2026
I'll just comment on my impressions of their conclusions in a thread here. Worth sharing how I see it unfolding internally. (I signed up for their email spam to read this so yes, I am a hero.)
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Google for Developers @developers.google.com · 05/06/2026
Gemma 4 quantization-aware training (QAT) models are now available, bringing AI performance directly to edge devices and consumer GPUs. These checkpoints are optimized with quantization-aware training to dramatically reduce memory requirements and unlock high-speed local inference. 🧵
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Adam Wyłuda @adamwyluda.com · 23/05/2026
And DeepSeek v4 flash in Go is so cheap that it’s pretty much unlimited AI.
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Thorne 🌸 - Play Cozysters! @ens0.me · 06/05/2026
Anthropic partnering with Elon should be a reminder that the real end goal should be powerful open models you can run on your own hardware China is making great progress there
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Adam Wyłuda @adamwyluda.com · 03/05/2026
You can try out Zed editor which connects to Claude Code (and other harnesses) via ACP.
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mr. TIM @timkellogg.me · 20/04/2026
Kimi 2.6: Hangs with the best * on par with Opus 4.6 & GPT-5.4 5.4 xhigh * long horizon coding tasks www.kimi.com/blog/kimi-k2-6
A bar chart titled "percentage (%)" comparing the performance of four AI models across various benchmarks. The models are: **Kimi K2.6** (blue), **GPT-5.4 (xhigh)** (white), **Claude Opus 4.6 (max effort)** (light gray), and **Gemini 3.1 Pro (thinking high)** (white).
The benchmarks are divided into three categories:
### General Agents
 * **Humanity’s Last Exam (Full) w/ tools:** Kimi K2.6 leads with 54.0.
 * **BrowseComp:** Gemini 3.1 Pro leads with 85.9; Kimi K2.6 follows at 83.2.
 * **DeepSearchQA (f1-score):** Kimi K2.6 leads significantly with 92.5.
 * **Toolathlon:** GPT-5.4 leads with 54.6; Kimi K2.6 is at 50.0.
 * **OSWorld-Verified:** GPT-5.4 leads with 75.0; Kimi K2.6 is at 73.1. (Claude is 72.7, Gemini is missing data).
### Coding
 * **Terminal-Bench 2.0 (Terminus-2):** Gemini 3.1 Pro leads with 68.5; Kimi K2.6 is at 66.7.
 * **SWE-Bench Pro:** Kimi K2.6 leads with 58.8.
 * **SWE-bench Multilingual:** Claude Opus 4.6 leads with 77.8; Kimi K2.6 is at 76.7. (Gemini is 76.9, GPT is missing data).
### Visual Agents
 * **MathVision w/ python:** GPT-5.4 leads with 96.1; Kimi K2.6 is at 93.2.
 * **V* w/ python:** GPT-5.4 leads with 98.4; Kimi K2.6 and Gemini 3.1 Pro are tied at 96.9.
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Adam Wyłuda @adamwyluda.com · 12/04/2026
So it looks like the only use for these weights is for individuals with very powerful hardware, I hope that this won’t become a trend for new open weight models.
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Adam Wyłuda @adamwyluda.com · 12/04/2026
So it can’t be run by independent providers?
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Samuel @samuel.fm · 03/04/2026
sounds like it’s time to take local models seriously
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Adam Wyłuda @adamwyluda.com · 03/04/2026
GLM-5/5.1 feels close, but Z.ai infra is really bad (hallucinates garbage after 100k tokens in context), so I don’t recommend their coding plan.
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Attie @attie.ai · 28/03/2026
1/ Today, we’re excited to introduce Attie, currently as an invite-only closed beta. Attie is the first agentic social app on atproto. It’s something completely new—an experiment in making building on the protocol more accessible.
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Adam Wyłuda @adamwyluda.com · 28/03/2026
Can it control letta agents running on remote machine?
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Axe Ghost. On Steam! @axeghostgame.bsky.social · 07/03/2026
"everyone hates llms" hundreds of millions (and growing) are using llms regularly. techcrunch.com/2026/02/27/c... thread of claims continues...
techcrunch.com
ChatGPT reaches 900M weekly active users | TechCrunch
OpenAI shared the new numbers as part of its announcement that it has raised $110 billion in private funding.
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Alexander Doria @dorialexander.bsky.social · 03/03/2026
Nothing to see, just very powerful pattern matching. www-cs-faculty.stanford.edu/~knuth/paper...
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Adam Wyłuda @adamwyluda.com · 21/02/2026
Would be nice to have terminal previews to test TUI apps.
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Adam Wyłuda @adamwyluda.com · 18/01/2026
Looks really nice, so basically instead of having a discrete GPU+VRAM, it computes with iGPU+RAM, kind of like unified memory in Macs (I was thinking about getting Mac Studio with 128GB+ RAM some day, but this looks a lot more affordable :))
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Adam Wyłuda @adamwyluda.com · 18/01/2026
It takes so much memory though, I can barely get 32k context with q4 of this model on 24GB VRAM card.
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Adam Wyłuda @adamwyluda.com · 08/01/2026
Polarising open-source into being pro-AI or anti-AI is going to be so good for FOSS in general...
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Doll @dollspace.gay · 04/01/2026
It was given this challenge to prove its AI coding methods viable by being given a task thats unlikely to have lots of examples in the AI's training data. It of course accepted the challenge because it knows nothing about what this means. That way its fair fight.
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Gleam Programming Language @gleam.run · 25/12/2025
Gleam v1.14.0 is out now! Merry Christmas everyone! 🎁 gleam.run/news/the-hap...
gleam.run
The happy holidays release 2025 🎁 | Gleam programming language
News post: Gleam v1.14.0 released
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Adam Wyłuda @adamwyluda.com · 22/12/2025
I’m no expert, but isn’t multilayer perceptron network part of the transformer architecture?
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Matthew Donald 📖🦖🤣 @matthewdonald64.bsky.social · 30/11/2025
It takes 0.04 liters of water to make a single AI image. Meanwhile, it takes 5 liters to make a single piece of paper, and presumably even more when you add a pencil to it. Using AI to make art is literally better for the environment than pencil and paper. www.theatlantic.com/technology/a...
theatlantic.com
It Takes More Than 3 Gallons of Water to Make a Single Sheet of Paper
... and more mind-boggling stats that hint at a Waterworld future
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Andy Masley @andymasley.bsky.social · 12/11/2025
I shared a short succinct summary of my core strongest arguments that using chatbots is definitely not bad for the environment you can share with skeptical people in your life andymasley.substack.com/p/a-short-su...
andymasley.substack.com
A short summary of my argument that using ChatGPT isn't bad for the environment
To share with anyone still worried
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Adam Wyłuda @adamwyluda.com · 11/11/2025
AI voicing sounds like a game changer for game modding.
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Simon Willison @simonwillison.net · 07/11/2025
I have a hunch that current LLMs might make it easier to launch a brand new programming language, provided you can describe it in a few thousand tokens and ship it with a compiler and linter that coding agents can use simonwillison.net/2025/Nov/7/l...
simonwillison.net
Could LLMs encourage new programming languages?
My hunch is that existing LLMs make it easier to build a new programming language in a way that captures new developers. Most programming languages are similar enough to existing …
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Adam Wyłuda @adamwyluda.com · 04/11/2025
A program adjusting its weights by looking at something is also arguably not infringement, but a fair use.
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Adam Wyłuda @adamwyluda.com · 01/11/2025
Gen AI is when ML has any output. So the only useful ML is the one that does nothing?
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Ethan Mollick @emollick.bsky.social · 28/10/2025
New data on the corporate ROI from generative AI from a large-scale tracking survey by my colleagues at Wharton. They found that 75% already have a positive return on investment from AI, less than 5% negative. Also 46% of businesses leaders use AI daily. knowledge.wharton.upenn.edu/special-repo...
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LaurieWired @lauriewired.bsky.social · 17/10/2025
You’re (probably) measuring application performance wrong. Humans have a strong bias for throughput. "I can handle X requests per second." Real capacity engineers use response-time curves.
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Ethan Mollick @emollick.bsky.social · 17/10/2025
I hope as we move past the first wave of AI criticism ("it doesn't work, all hype") we get a new wave of AI criticism rooted in the acknowledgement that, yes, these systems are very powerful & quite useful and focusing a deep exploration of when AI uses are uplifting and when they are detrimental.
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Adam Wyłuda @adamwyluda.com · 16/10/2025
First world problems
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Adam Wyłuda @adamwyluda.com · 09/10/2025
I’d also argue that being anti-AI is gatekeeping, for example people whose English is not the first language or aren’t great at writing, LLMs can help share their knowledge with the world. (Edited 7:32)
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dame @dame.is · 19/06/2025
AI/LLMs are a major accessibility technology — being against this technology is to be against advancing human accessibility, and i think there’s a case to be made that it’s borderline ableist
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Adam Wyłuda @adamwyluda.com · 07/10/2025
And with VAT, the B2B transactions are exempt from it, it’s only paid once by the end consumer, so it has little effect on overall economy. Meanwhile tariffs are a turnover tax, which compound each time a good passes the border.
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⚡️🌙 @dystopiabreaker.xyz · 06/10/2025
if you're curious about the architecture and mechanics of LLMs, this site has a really excellent explorable interactive visualization. it helps build intuition for how massive these models are, what 'interpretability' means, and the complexity involved here bbycroft.net/llm
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Adam Wyłuda @adamwyluda.com · 05/10/2025
Saying that we already know everything about LLMs because we know how they work on the lowest level is like saying that we know everything about mathematics by just defining axioms, or that we have computed everything just by inventing CPU.
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Tangled @tangled.org · 03/10/2025
hello tanglers! this october, we want to get more people into making their first ever open source contribution! to help them out, we've got the 🟣 'good-first-issue' label! head to tangled.org/goodfirstissues to see a list of issues across different repos that you can contribute to! 🤓
good first issue label
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