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I've been going back to the basics of how AI works and wanted to share some of my experience. Of course since I think everything should be written in Rust my learning includes porting Python libraries to Rust. Check it out!
Mason Stallmo
@mstallmo.com
Something between Midwest Emo and Granola hippie Software Engineer | Photographer | Mountain Biker Rust 🦀 | AI | Distributed Systems Tech Blog: https://kernel-panic.leaflet.pub Personal Site: https://mstallmo.com GitHub: https://github.com/mstallmo
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I've been going back to the basics of how AI works and wanted to share some of my experience. Of course since I think everything should be written in Rust my learning includes porting Python libraries to Rust. Check it out!
This is the dumbest thing in sports. None of these review committees ever have any sort of power to do anything. Someone at the NCAA needs to step up and do the obviously right thing.
New: FBS oversight committee says it cannot overturn the Michigan-WMU ending. "The committee agreed that the instant replay protocols were not followed in the contest’s second-to-last play. Had the protocols been followed, the outcome of the game would have been different."
I’m really excited for Jev from typesafe.ai. Models like this are some of the most interesting applications of this technology. Transforming unstructured input into structured output that software can easily act on is gonna be a game changer.
This is really really cool to see. I've been hoping for a long time to see Rust gain more of a foothold in how AI is built and this is a huge step forward.
NVIDIA, our newest Platinum Member, launched CUDA Rust today. You can now write GPU kernels in Rust and compile them straight to PTX. Learn more on their blog: developer.nvidia.com/blog/introdu...
Got a chance this weekend to kick the tires on Delta from @zed.dev and I’m really liking it so far. There are some really interesting ideas here that I’m excited to see where they go!
Mason Stallmo reposted
I’m a simple man with simple needs. I just want one of these and an Oxide rack to deploy software on
the cs-4 looks incredibly cool AND I lack the capabilities to predict what the world looks like with TPS numbers in the thousands for models like Sol-5.6. but I'm not sure I'm optimistic. www.cerebras.ai/cs4
Mason Stallmo reposted
Replying to @jackcarterbenjamin.bsky.social
One of my long held convictions is most people don't care about concepts like "openness" or "decentralization" or "interoperability" (people are busy!) but they do care about what those enable. It's the job of the much smaller number of people who do care to build the experience people will love.
This talk is going to be awesome, so sad that I won’t be able to attend this year 😭
I'll be speaking at #rustconf26I in three weeks! If you want to know what it takes to build a ONNX runtime from scratch, how to get the GPU to perform math from Rust, and if you should use cubecl, rust-gpu, or wgpu, be sure to tune in! Grab your seat TODAY: bit.ly/4wwduG6 #rustconf #rustlang
Patiently waiting on the private beta list. Really excited to try this out!
Today we’re introducing Delta. Delta is a multiplayer environment for coding with agents and reviewing what they build, powered by DeltaDB. The first invites to our private beta are going out now. zed.dev/blog/introducing-delta
Mason Stallmo reposted
This has been a delight to see come together. The joint keanu_woah.gif moments Annie and I have had learning about this space have been awesome. You’re gonna love it!
Compression and LLMs are trying to solve the exact same problem: predicting what comes next. @anniesexton.com's interactive essay walks us through the basics of compression to reveal its surprising overlap with every language model you've ever used.
AI or not the next big product move is giving more and more users tools that look like the tools we use as engineers. We are absolutely saving the best stuff for ourselves.
A failure of ChatGPT Work & Claude Cowork is they assume that non-coders couldn't understand how to think about problems like a coder, so they hide all that stuff. They should instead explain choices like a good PM would (what should be delegated? what should be generalized? what tests to run?)
This is great and expresses a viewpoint that I have been woefully unable to put into words.
with times being what they are, it seems like you basically can't have a public open source repo without receiving LLM-written PRs. thus, after a great deal of thought, i have adopted the somewhat idiosyncratic Mycelium AI Policy in my personal projects: github.com/hawkw/myceli...
Models are going to end up priced as a commodity (we’re already seeing this happen). It will be profitable but not have the large margins that are historically true for software. From a financial perspective models look a lot more like a hardware product than a software product. 1/
Alternate hypothesis: Kimi K3 and Qwen 3.8 show that leading in model releases does not esp. matter commercially. MSFT and GOOG may well have figured out that what will matter is effective agentic integration with the vast user data in their core office suites. That’s hard but worth getting right.
Models are going to end up priced as a commodity (we’re already seeing this happen). It will be profitable but not have the large margins that are historically true for software. From a financial perspective models look a lot more like a hardware product than a software product. 1/
Alternate hypothesis: Kimi K3 and Qwen 3.8 show that leading in model releases does not esp. matter commercially. MSFT and GOOG may well have figured out that what will matter is effective agentic integration with the vast user data in their core office suites. That’s hard but worth getting right.
Really interesting thread. Going to elementary school in the 90s and early 00s I absolutely got dedicated typing classes. I was and am a better typer than either of my parents. I remember a lot of talk about the generation behind me being “digital native” and I suspect that is driving a lot of this
I wonder if students today would be less likely to lean on AI for writing assignments if schools had made sure they could touch-type (at least 60wpm) before having them submit all their assignments online. 1/🧵
Mason Stallmo reposted
This is very much in the same vein as people who don’t understand what the first amendment says either. So many people get up in arms about what they “feel” the law says and not what it actually says.
I think intellectual property is the dark mirror of immigration law, in that people’s intuitive sense of what existing IP law allows is far more restrictive than the reality while their intuitive sense of what existing immigration law allows is far more permissive than the reality
This is why corporations themselves aren’t the problem but de-regulation and weakening government is the problem. I don’t want corporations to be more community minded. That’s what government is for. I want there to be a strong opposing force to the profit model that underpins corporations.