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I’m finding this very interesting… An evolved neural network that plays the game of tic-tac-toe and so far is a pretty decent player. Here is a visualization of it’s evolved “brain” that underwent GA (genetic algorithm) training with classification learning + self-play.

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I sent you my QR code, please respond!

*for context: long ago, there were some complaints, about some of my sitting drawings, where the legs are apart, not using dithering/more shading and one of my favourite artists, made a video, exploring the use of QR codes, in art
P.S.: the code just redirects to my websites

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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`

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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.

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Introducing Mac Themes Garden
I’ve “launched” the Mac Themes Garden! It is a website showcasing more than 3,000 (and counting) Kaleidoscope from the Classic Mac era, ready to be seen, downloaded and explored! Check it out! Oh, and there also is an RSS feed you can subscribe to see themes as they are added/updated! ↫ Damien Erambert If you’ve spent any time on retrocomputing-related social media channels, you’ve definitely seen the old classic Mac OS themes in your timeline. They are exquisitely beauti … ⌘ Read more

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HydraLink Offers Open USB-to-Automotive Ethernet Interface for Testing and Diagnostics
HydraLink is now available on CrowdSupply as a compact and open-source USB-to-Automotive Ethernet adapter intended for engineers, researchers, and others working with in-vehicle networks. It supports both 100BASE-T1 and 1000BASE-T1 over single-pair Ethernet, enabling direct access to automotive Ethernet without the need for media converters or additional lab equipment. Hy … ⌘ Read more

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In-reply-to » @kat I've almost fixed this btw 🤗 Just testing it thoroughly and polihsing the code. In case you're curious, I do this style of development called "Observability Driven Development" (ODD) whereby I make observations of the system via metrics and internal observations and adjust the system's overall behavior to the desired outcome 😅

I’m not even being facetious here either. I’d llove to see you “unit tests” this:

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Confession:

I’ve never found microblogging like twtxt or the Fediverse or any other “modern” social media to be truly fulfilling/satisfying.

The reason is that it is focused so much on people. You follow this or that person, everybody spends time making a nice profile page, the posts are all very “ego-centric”. Seriously, it feels like everybody is on an ego-trip all the time (this is much worse on the Fediverse, not so much here on twtxt).

I miss the days of topic-based forums/groups. A Linux forum here, a forum about programming there, another one about a certain game. Stuff like that. That was really great – and it didn’t even suffer from the need to federate.

Sadly, most of these forums are dead now. Especially the nerds spend a lot of time on the Fediverse now and have abandoned forums almost completely.

On Mastodon, you can follow hashtags, which somewhat emulates a topic-based experience. But it’s not that great and the protocol isn’t meant to be used that way (just read the snac2 docs on this issue). And the concept of “likes” has eliminated lots of the actual user interaction. ☹️

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In-reply-to » Anyone watching/watched Black Mirror Season 7? 😵‍💫😵 I've been watching the first episode and a couple of minutes into the third act then I was like ... Oh boy, I need a break! They're just so Fu__ing good, I'll give them that!

P.S: the couple first Seasons and Her (The movie) are the main reasons I find it a bit difficult to go back to mainstream social media or even care about smartphones 😆

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In-reply-to » @andros One thing I really liked about the hacker news rss feeds is the link to the comments. Reckon you can add that to the feed? 🤔

Here’s an example of what you end up with (I don’t follow the feed, but it’s in my pod’s cache)

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In-reply-to » 💡 I had this crazy idea (or is it?) last night while thinking about Twtxt and Yarn.social 😅 There are two things I think that could be really useful additions to the yarnd UI/UX experience (for those that use it) and as "client" features (not spec changes). The two ideas are quite simple:

This expands the usefulness of Twtxt / Yarn.social to:

  • Sharing small posts
  • Sharing links
  • Sharing media
  • Having long conversations
  • Voting on topics, opinions or decisions
  • RSVPing to virtual or physical events

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In-reply-to » I asked ChatGPT what it knows about Twtxt 😂 And surprisingly it's rather accurate:

Timeline of Evolution of Twtxt/Yarn.social:

  • 2016 – Twtxt created by John Downey: plain text + HTTP = minimalist microblogging
  • 2017–2019 – Community builds CLI tools, but adoption remains niche
  • 2020 – Yarn.social launched by @prologic@twtxt.net with federation, threading, UI
  • 2021–2023 – Pods sync, user mentions, blocking, search, and media support added
  • 2024+ – Yarn.social becomes the reference Twtxt platform, with active federated pods

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I do not agree with every decision the Internet Archive makes, but I consider it a very important tool, for Internet archival and preservation - to the point, it even influenced what licence I chose, for my media and websites.

Sadly they’re now facing another threat, in the form of litigious music labels, that they’re now trying to convince to stop, by collecting signatures here.

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