prologic

twtxt.net

Problems are Solved by Method\" 🇦🇺👨‍💻👨‍🦯🏹♔ 🏓⚯ 👨‍👩‍👧‍👧🛥 -- James Mills (operator of twtxt.net / creator of Yarn.social 🧶)

Recent twts from prologic
In-reply-to » Over the past few weeks I've been experimenting with and doing some deep learning and researching into neutral networks and evolutionary adaptation of them. The thing is I haven't gotten very far. I've been able to build two different approaches so far with limited results. The frustrating part is that these things are so "random" it isn't even funny. Like I can't even get a basic ANN + GA to evolve a network that solves the XOR pattern every time with high levels of accuracy. 😞

@bender@twtxt.net There is no aim. Just learning 😅 That way I can actually speak and write with authority when it comes to these LLM(s) a bit more 🤣 Or maybe I just happen to become that random weirdo genius that invents Skynet™ 😂

⤋ Read More
In-reply-to » Over the past few weeks I've been experimenting with and doing some deep learning and researching into neutral networks and evolutionary adaptation of them. The thing is I haven't gotten very far. I've been able to build two different approaches so far with limited results. The frustrating part is that these things are so "random" it isn't even funny. Like I can't even get a basic ANN + GA to evolve a network that solves the XOR pattern every time with high levels of accuracy. 😞

This is one of my attempts:

$ go build ./cmd/xor/... && ./xor
Generation  95 | Fitness: 0.999964 | Nodes: 9   | Conns: 19
Target reached!

Best network performance:
  [0 0] → got=0 exp=0 (raw=0.000) ✅
  [0 1] → got=1 exp=1 (raw=0.990) ✅
  [1 0] → got=1 exp=1 (raw=0.716) ✅
  [1 1] → got=0 exp=0 (raw=0.045) ✅
Overall accuracy: 100.0%
Wrote best.dot – render with `dot -Tpng best.dot -o best.png`

⤋ Read More

Over the past few weeks I’ve been experimenting with and doing some deep learning and researching into neutral networks and evolutionary adaptation of them. The thing is I haven’t gotten very far. I’ve been able to build two different approaches so far with limited results. The frustrating part is that these things are so “random” it isn’t even funny. Like I can’t even get a basic ANN + GA to evolve a network that solves the XOR pattern every time with high levels of accuracy. 😞

⤋ Read More
In-reply-to » I'm sending out my first newsletter later today. Sign up at https://darch.dk/newsletter if you want it fresh of the press 💌

My vision with this newsletter is to have a slower medium for communicating about my art as well as ideas and projects I’m working on regarding how we can use digital technology to our own benefits instead of being exploited by big tech.

Twtxt not sloe enough for you? 🤣

⤋ Read More
In-reply-to » @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@thecanine@twtxt.net I think I know what you mean now.

⤋ Read More
In-reply-to » @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@thecanine@twtxt.net I admit I’m a little unclear of your position. What do you mean by “not the right approach”? What’s your position here? 🤔 – I have a funny feeling we actually algin, just getting our wires all mixed up in communicating it 🤣

⤋ Read More

Hey y’all 👋 I am told my “participation” is drastically down of ,ate So sorry 😞 Busy quite a busy few weeks at work with a reorg and lots of complex things happening in real live too 😅 – Hope everything is doing well 🤗

⤋ Read More
In-reply-to » @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@bender@twtxt.net Haha well said 🤣

⤋ Read More
In-reply-to » @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

The only true way to write is full of typos, spelling mistakes and gramatical errors right? 😅

⤋ Read More
In-reply-to » @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@bender@twtxt.net Bahaha 🤣

⤋ Read More
In-reply-to » Wanna read something very scary?

@thecanine@twtxt.net @movq@www.uninformativ.de So I actually agree with you! I think Dustin is taking a bit of a “deep and dark” path here (depression), and there are many parallels to other types of activities that we can all talk to. “AI” or “LLM”(s) here should be no different. Use them, Don’t use them. I don’t really see how it takes away our creativity or critical thinking.

⤋ Read More
In-reply-to » @lyse what is the advantage for keeping it small? Will tt/tt2 bog down if your feed isn't rotated?

@bender@twtxt.net basically because we don’t readily use or support range hunters when requesting feeds it’s ideal to keep feed small for the time being at least until we think about writing up a formal specification for this, but it’s also only for Http hosted feeds

⤋ Read More
In-reply-to » @bender Basically the way I'm reading this is 1 RPM. This is a rather aggressive rate limit actually. This basically makes Github inaccessible and useless for basically anything unless you're logged in. You can basically kiss "pursuing" casually, anonymously goodbye.

@bender@twtxt.net I normally don’t myself either, but that saide, I think that’s kind of @movq@www.uninformativ.de’s point right? This new unauthenticated rate limit is absurd! 😱 You may as well just fucking 403 Forbidden and be done with it 🤣

⤋ Read More
In-reply-to » RIP GitHub https://github.blog/changelog/2025-05-08-updated-rate-limits-for-unauthenticated-requests/

@bender@twtxt.net Basically the way I’m reading this is 1 RPM. This is a rather aggressive rate limit actually. This basically makes Github inaccessible and useless for basically anything unless you’re logged in. You can basically kiss “pursuing” casually, anonymously goodbye.

Imagine if I imposed that kind of rate limit on twtxt.net?! 🤣

⤋ Read More
In-reply-to » I'm thinking of bringing back filters (this time not as a feature flag, just baked in): New filters: Hide Feed, Hide Bots, Hide News, Media Only, No Replies, Local Only — toggle to trim noise & surface the Twts you care about.

I’m also thinking of adding eye-off icon next to every Twt that, when clicked, hides that feed (tooltip: “Hide this feed”). This would work with the filters as a “temporary additive filter” to restrict/control the current view.

⤋ Read More

I’m thinking of bringing back filters (this time not as a feature flag, just baked in): New filters: Hide Feed, Hide Bots, Hide News, Media Only, No Replies, Local Only — toggle to trim noise & surface the Twts you care about.

⤋ Read More
In-reply-to » last night my timeline randomly reset to only show my own recent twts and i restarted my instance a few times and pulled from main and shit and it didn't change but it seems fine now lol?!

@kat@yarn.girlonthemoon.xyz It’s also perfectly safe to nuke your cache as well. i.e: rm data/cache* and it’s all good, things will just get rebuilt 👌

⤋ Read More
In-reply-to » i got so emo about my site not being statically generated and instead hand coded but it's like i don't even know if i want that because i feel most SSGs are built for blogging and continuous posting and i don't want that i just want to make my silly pages....

@kat@yarn.girlonthemoon.xyz I totally recommend zs 🤣 It powers all my sites! 😅 https://twtxt.dev https://yarn.socia/ https://prologic.dev etc 😎

⤋ Read More
In-reply-to » last night my timeline randomly reset to only show my own recent twts and i restarted my instance a few times and pulled from main and shit and it didn't change but it seems fine now lol?!

@kat@yarn.girlonthemoon.xyz Hmmm Please if this happens again, help me reproduce it. Any clues in the logs? Hmm? 🧐 My own pod has been running flawlessly for weeks now 😅

⤋ Read More