This page is inspired by my recent visit to Spain, where I saw a total eclipse for the first time.
I wanted to capture how it felt to me. Try it out and surprise... sound on and scroll down gently ;)
diogoneves.com
As models get larger theyโll get spikier because the space of their intelligence is much wider
AI is not like human intelligence, youโre navigating a large space that can be directed towards intelligence
This is why 1st party harnesses have an initial tuning advantage
Cc @theo
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Organic software garden.diogoneves.com/Organiโฆ
The future of software
In the limit, of course, software won't mean anything anymore. Everything digital will be instantly created at will. But in the interim period we'll wander through an increasingly odd in-between age for software. This transition periodwill be defined by three new precepts.
Everflux software - instead of stepping from release to release, months apart, software now evolves continuously.
Software creation has broken the sound barrier of our own keystrokes, and every model release pushes it faster. There is no reason to wait weeks or months for the next release when a single company merges over 30,000 code changes a day. Cyber capabilities are also progressing at an increasing pace. Bug and vulnerability fixes need to ship quickly and continuously. And every piece of software sits in a lattice of dependencies, each one now shipping at a blistering pace. Software will have to move accordingly fast just to keep from breaking as everything around it shifts.
Translucent sources โ A new territory has opened between open source and closed source.
Today Claude will happily pick apart any Electron app, and any binary shipped with debug symbols has become a reverse-engineering playground for LLMs. In other words, much so-called closed-source software is now open source in all but name, and keeping code closed makes less and less sense.
Even the notion of IP and copyright is breaking in software: Apps don't even need to be accessed to be reproduced. I'm writing this text on a personal text editor I prompted Claude to vibe-code from a few videos of people demoing editor features they liked. A mere description of the interface is increasingly enough for an LLM to rebuild the internals, whether or not they resemble the original. Software IP seems to be dissolving like cotton candy in a raccoon's paws.
Bespoke features - Now that all software is open source, nothing prevents us from modifying everything.
And personalization is just one prompt and a couple million tokens away, so there is absolutely no reason anymore to wait for someone else to add this feature you want. Everyone becomes their own product manager. Want a search box, an API bridge, a custom button? It's a couple of minutes away, mostly executed in the background of your daily life. Soon we'll want to personalize everything.
A major challenge appears when bespoke features crash into our first tenet: everflux software. How do you customize software without cutting yourself off from upstream? I could fork it for good to add my search box, but I'd lose all future benefit from the software creator, be it new security updates or other updates to the rest of the software. How do you personalize software that was never meant to be personalized, without shouldering all of its future maintenance?
Merge conflicts won't be the exception anymore; they'll be a constant of everflux software. Agents will rebase our personal features onto each new release overnight, and software will look less like a product and more like a living species, evolving through constant mutation.
Image: M.C. Escher, Metamorphosis II, November 1939 - March 1940
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Diogo Neves ๐จโ๐ป / โ๏ธ retweeted
The future of software
In the limit, of course, software won't mean anything anymore. Everything digital will be instantly created at will. But in the interim period we'll wander through an increasingly odd in-between age for software. This transition periodwill be defined by three new precepts.
Everflux software - instead of stepping from release to release, months apart, software now evolves continuously.
Software creation has broken the sound barrier of our own keystrokes, and every model release pushes it faster. There is no reason to wait weeks or months for the next release when a single company merges over 30,000 code changes a day. Cyber capabilities are also progressing at an increasing pace. Bug and vulnerability fixes need to ship quickly and continuously. And every piece of software sits in a lattice of dependencies, each one now shipping at a blistering pace. Software will have to move accordingly fast just to keep from breaking as everything around it shifts.
Translucent sources โ A new territory has opened between open source and closed source.
Today Claude will happily pick apart any Electron app, and any binary shipped with debug symbols has become a reverse-engineering playground for LLMs. In other words, much so-called closed-source software is now open source in all but name, and keeping code closed makes less and less sense.
Even the notion of IP and copyright is breaking in software: Apps don't even need to be accessed to be reproduced. I'm writing this text on a personal text editor I prompted Claude to vibe-code from a few videos of people demoing editor features they liked. A mere description of the interface is increasingly enough for an LLM to rebuild the internals, whether or not they resemble the original. Software IP seems to be dissolving like cotton candy in a raccoon's paws.
Bespoke features - Now that all software is open source, nothing prevents us from modifying everything.
And personalization is just one prompt and a couple million tokens away, so there is absolutely no reason anymore to wait for someone else to add this feature you want. Everyone becomes their own product manager. Want a search box, an API bridge, a custom button? It's a couple of minutes away, mostly executed in the background of your daily life. Soon we'll want to personalize everything.
A major challenge appears when bespoke features crash into our first tenet: everflux software. How do you customize software without cutting yourself off from upstream? I could fork it for good to add my search box, but I'd lose all future benefit from the software creator, be it new security updates or other updates to the rest of the software. How do you personalize software that was never meant to be personalized, without shouldering all of its future maintenance?
Merge conflicts won't be the exception anymore; they'll be a constant of everflux software. Agents will rebase our personal features onto each new release overnight, and software will look less like a product and more like a living species, evolving through constant mutation.
Image: M.C. Escher, Metamorphosis II, November 1939 - March 1940
Reading biographies of older entrepreneurs (eg Walmart) one striking difference to modern tycoons is they were super family oriented and even claimed it brought them focus
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5
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This is great! Iโd even argue what we perceive as Grit are just lucky people on this path
youtube.com/watch?v=LjSdqGx0โฆ
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I miss this projectโฆ if I kept going, 4 years would have been a great advantage!
One day Iโll write about this
๐คIntroducing Mochi, your AI Game Development Assistant.
Build & Edit games using natural language.
Mochi can suggest improvements and explain APIs.
Learn more and join the waitlist: himochi.ai
Suggestions or requests welcome! ๐
#gpt3 #unity3d #gamedev #ChatGPT
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Wow almost exactly 4 years ago, time flies
The new depth2img in #StableDiffusion2 is about to revolutionise #architecture and building #renders I wonder if thatโs what @EMostaque was thinking about
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With automatic optimisation hill climbing the browser will be the core distribution method
Google is sleeping on this
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This happens every 4 years
Is he going to renew the sub?
@ZacksJerryRig thereโs hope
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hey @AnthropicAI @bcherny is there a way to get usage stats on plugins?
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Diogo Neves ๐จโ๐ป / โ๏ธ retweeted
As promised the 4K 60FPS showcase of the engine.
youtu.be/uR5EvBWxN14
Hey @rikiyatakehi and @_chenglou do you know each other? You should!
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Diogo Neves ๐จโ๐ป / โ๏ธ retweeted
Wait a second! Is this the answer to continual learning @dwarkesh_sp ??
I believe this is a result of asking LLMs to start optimising themselves, at frontier labs
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! ๐งต
Blog: rikiyat.github.io/blog/weighโฆ
Readers added context they thought people might want to know
LLM was given weights explicitly as text in prompt and used code/forward passes (per authors' logs) to ablate Qwen looping direction, a known thinking-mode issue per model card. Primarily fixed repetition in that mode, not general 'natively' improving weights/math.
rikiyat.github.io/blog/weight-spโฆ
github.com/RikiyaT/lm_undโฆ
huggingface.co/Qwen/Qwen3.5-0โฆ
huggingface.co/RikiyaT/Qwen3.โฆ
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