pixelsort

5 ms·

1.
by pixelsort 20d ago
The OP rediscovered that frontier models prefer to reason over logical scaffolding for complex tasks. They excel at technical work with many constraints as they can perfectly maintain the references, flow graph, and evidence states while th
2.
by pixelsort 1mo ago
AI will not begin to benefit student learning unless educators pivot into a strict bifurcation pattern around access. For example, alternating weeks with and without the permission to use AI assistance. This is also the latent solution for
3.
by pixelsort 1mo ago
I've been using my own variant docset driven development since late last year. It emerged organically for me by adapting to the limits of the agents. - Prefix-numbered sets of documents, keeping them clustered visually and easily refer
4.
by pixelsort 3mo ago
VS Code does actually already have this. I use it in Antigravity IDE. https://marketplace.visualstudio.com/items?itemName=anthropi...
5.
by pixelsort 3mo ago
I'm working on L1 blockchain that turns your hardware into a productive mining asset by leveraging my Rule 30 VDF construction as addressable but irreducible sequencer. The ZK proof system is recursive FRI-Binius and utilizes a binary
6.
by pixelsort 4mo ago
Yes, that's probably his dumbest public idea to date. Given that this GPT repos and parts of autoresearch are brilliant I'm sympathetic. I think he's earned the right to exhibit mild expressions of AI psychosis at this point.
7.
by pixelsort 5mo ago
Make sure you are running adaptive cooling (or just bump them up) on the top fans in your case. Also, ensure that you are undervolting appropriately using something like MSI Afterburner or GreenWithEnvy. If you don't, you could easily
8.
by pixelsort 6mo ago
There could be opportunities we haven't anticipated. What if labor organizes around human work and consumers are willing to pay the premium? At that point, it's an arms race against the SotA models in order to deepen the resolutio
9.
by pixelsort 6mo ago
In the many darker timelines that one can extrapolate, capturing essential tech stacks is just a pre-cursor to capturing hiring. Once we start seeing Open AI and Anthropic getting into the certifications and testing they'll quickly bec
10.
by pixelsort 7mo ago
The level of compliance and enthusiasm varies. Some believe they are making the world a better place. Some feel they're adding value but suspect they are trapped within a cycle they refuse to examine. Some are more connected to the tru
11.
by pixelsort 7mo ago
While the desire is not new, advancements in LLMs and diffusion models have made this sort of bridging effective and attractive to an unprecedented degree. Those massively and widely available benefits will continue to deflate the value of
12.
by pixelsort 7mo ago
> There is every reason to believe that those who invest in deep understanding will continue to be valuable, regardless of what tools emerge. I don't take issue with this, except that it's a false comfort when when you consider
13.
by pixelsort 7mo ago
Re: Permanence I mean "permanence" in the same vague senses that I think the OP was hinting upon. A belief that regardless of change, the primitives remain. This is about having total confidence that abstractions haven't remo
14.
by pixelsort 7mo ago
My goal isn't to make LLM-assistance impossible; it will still be possible. In fact, GPT2-level inference is one of launch demos I have planned if I can finish this cursed self-hosting run. My goal is to make training (especially self-
15.
by pixelsort 7mo ago
I was 7 in 1987, learned LOGO and C64 BASIC that year, and I relate to this article as well. It feels as though a window is closing upon the feeling that software can be a powerful voice for the true needs of humanity. Those of us who can s
16.
by pixelsort 7mo ago
Thanks. The hardest part has been slogging through the segfaults and documenting all the unprincipled things I've had to add. Post-bootstrap, I have to undo it all because my IR is a semantically rich JSON format that is turing-incompl
17.
by pixelsort 7mo ago
Currently striving towards my own TypeScript to native x86_64 physical compiler quine bootstrapped off of TCC and QuickJS. Bytecode and AST are there!
18.
by pixelsort 8mo ago
I never appreciated tailwind until AI models revealed it as such a token-efficient way transport styles between models and other use-cases. AI aruably hurts demand for their premium offering the same way it hurts demand for junior devs.
19.
by pixelsort 9mo ago
I'll sometimes ask Claude Sonnet 4.5 for JS and TS library recommendations. Not for "latest" or "most popular". For this case, it seems to love recommending promising-looking code from repos released two months ago
20.
by pixelsort 2y ago
Don't forget that OpenAI was also following Anthropic's lead at the model level with o1. They may have been first with single-shot CoT and native tokens, but advancements from the product side matter, and OpenAI has not been as or
21.
by pixelsort 2y ago
Seems like the opinion of someone who doesn't know that OpenAI cloned Anthropic's innovations of artifacts and computer use with their "canvas" and "operator".
22.
by pixelsort 2y ago
I suppose it is time to finally apply to YC for DeepMojo. With over 40 packages in our monorepo, after a year of ramping up, we recently launched on Windows, and achieved MacOS support internally. Secure, local first, zero-trust AI, with op
23.
by pixelsort 2y ago
Fitting then, that his release is happening to make a point with respect to judicial overreach in New York.
24.
by pixelsort 2y ago
Also his opsec was sloppy. If you want to believe that the spooks were doing full ipv4 scans to DDoS all his legit exit nodes that would make a better movie. But really, he was just in over his head. Predictably, dark web market operators a
25.
by pixelsort 2y ago
Does "suddenly politically inexpedient performative pandering program he calls a fact-checking" solution work better? I didn't want to go in for the edit.
26.
by pixelsort 2y ago
A tasteful post and distinction well highlighted. Humorously, Yvo Schaap is no stranger to 10x thinking. For one thing, Yvo publishes diagrams on SaaS/dev topics that always seem consistently way ahead of their time in terms of their o
27.
by pixelsort 2y ago
Roots? FB's roots are frat boy pranks and backstabbing your actual friends. Better headline: Billionaire backtracks on freespeech after a private meeting with a much more powerful billionaire to discuss ways of making amends for his pe
28.
by pixelsort 2y ago
I imagine that with native tokens for planning and reflection empowering the models I'm referring to, it is something like a search space where we've enabled new reasoning capabilities by allowing multiple progressions of gradient
29.
by pixelsort 2y ago
What has changed with CoT and high compute is not yet clear. My point is that if it makes bare prompt injection harder for humans then we shouldn't call it a fundamental limitation anymore. Are LLMs nothing more than auto-regressive st
30.
by pixelsort 2y ago
Working prompt injections for frontier models are devised by applying brilliant pattern constructions. If models ever become useful for writing them, that would represent a massive intelligence leap and a major concern. As things stand, wi

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