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Kat ⊷ the Poet Engineer

@poetengineer__ • 84,945 subscribers

artist, engineer, researcher. neuroscience, machine psyche. science & art, futuristic & ancient. fyi: i have never created a crypto coin and i never will.

Shorts

turned three years of my tweets into a memory palace: eleven interconnected rooms organized by theme, navigable by hand🪬

turned three years of my tweets into a memory palace: eleven interconnected rooms organized by theme, navigable by hand🪬

115,349 görüntüleme

layers of observation

layers of observation

64,733 görüntüleme

𓆝 𓆟 𓆞 𓆝 𓆟 experiments with instancing along a 3d curve

𓆝 𓆟 𓆞 𓆝 𓆟 experiments with instancing along a 3d curve

60,507 görüntüleme

experiment with a memory system that keeps rewriting itself: a hopfield network remembers an alphabet. as memories decay, it begins to hallucinate glyphs it was never taught - forgetting becomes a way of inventing.

experiment with a memory system that keeps rewriting itself: a hopfield network remembers an alphabet. as memories decay, it begins to hallucinate glyphs it was never taught - forgetting becomes a way of inventing.

236,236 görüntüleme

~ memory is a flock of birds ~ i built a hopfield network and taught it the alphabet - then watched it remember in real time by adjusting the temperature. no neuron has the whole picture. the memory is distributed across every neuron’s connections.

~ memory is a flock of birds ~ i built a hopfield network and taught it the alphabet - then watched it remember in real time by adjusting the temperature. no neuron has the whole picture. the memory is distributed across every neuron’s connections.

279,500 görüntüleme

networks we live by

networks we live by

493,455 görüntüleme

i made a reading interface for spinoza and its commentaries throughout centuries, inspire by talmud: - scroll to adjust each era's thickness - hover to discover cross-references between commentators src code for subscribers ↓

i made a reading interface for spinoza and its commentaries throughout centuries, inspire by talmud: - scroll to adjust each era's thickness - hover to discover cross-references between commentators src code for subscribers ↓

186,854 görüntüleme

possibility spaces

possibility spaces

32,242 görüntüleme

i minted my first nft collection as a full-time artist. the work is built from a hopfield network, one of the most fundamental forms of neural network. it learns different writing systems, then begins to forget them. as its memories decay, it starts producing glyphs it was never taught.

i minted my first nft collection as a full-time artist. the work is built from a hopfield network, one of the most fundamental forms of neural network. it learns different writing systems, then begins to forget them. as its memories decay, it starts producing glyphs it was never taught.

89,331 görüntüleme

found a home for these works:

found a home for these works:

32,602 görüntüleme

one direction from this that excites me: a learning base instead of a storage one: not for what you already know, but for what you don't. made one for deep reading of plato's timaeus. 2 things i carried over: non-rag, indexed fs, and /raw-is-sacred to separate sources from generated content. a few features i find genuinely helpful:

one direction from this that excites me: a learning base instead of a storage one: not for what you already know, but for what you don't. made one for deep reading of plato's timaeus. 2 things i carried over: non-rag, indexed fs, and /raw-is-sacred to separate sources from generated content. a few features i find genuinely helpful:

195,039 görüntüleme

fed the hopfield network chinese glyphs this time - radicals and components instead of latin letters. as memory decays it starts drafting characters that don’t exist - forgetting becomes a way of inventing.

fed the hopfield network chinese glyphs this time - radicals and components instead of latin letters. as memory decays it starts drafting characters that don’t exist - forgetting becomes a way of inventing.

85,270 görüntüleme

i want to grow my ideas like a garden. a conceptual prototype inspired by this thread of tweets.

i want to grow my ideas like a garden. a conceptual prototype inspired by this thread of tweets.

917,290 görüntüleme

ways to visualize time-based media

ways to visualize time-based media

854,566 görüntüleme

magic exists and it’s in your hands ✨🧚 experiments with finger speed controlling particles.

magic exists and it’s in your hands ✨🧚 experiments with finger speed controlling particles.

768,592 görüntüleme

visualize time-based media with gestures ✋✨🎥

visualize time-based media with gestures ✋✨🎥

791,947 görüntüleme

◉⌖✦⟡ more experiments with radial and pinch ui

◉⌖✦⟡ more experiments with radial and pinch ui

371,441 görüntüleme

sometimes i wake up, look at my phone, and instantly feel overwhelmed by the pull to absorb more info. so im building the opposite: a way to revisit things that already inspired me (a graph of the Are.na channels i follow) visually it's hugely inspired by CAIDA's walrus: a constant imagery of flowers of knowledge

sometimes i wake up, look at my phone, and instantly feel overwhelmed by the pull to absorb more info. so im building the opposite: a way to revisit things that already inspired me (a graph of the Are.na channels i follow) visually it's hugely inspired by CAIDA's walrus: a constant imagery of flowers of knowledge

33,654 görüntüleme

playing with fluid particle simulation 🌊🖐️

playing with fluid particle simulation 🌊🖐️

235,041 görüntüleme

can ai agents invent writing on their own? recent pet project: 2 agents share a world but each sees only half. their only communication: 7×7 pixel glyphs. they develop symbols, build theories of meaning, and evaluate their own writing. no convergence yet but fascinating to watch!

can ai agents invent writing on their own? recent pet project: 2 agents share a world but each sees only half. their only communication: 7×7 pixel glyphs. they develop symbols, build theories of meaning, and evaluate their own writing. no convergence yet but fascinating to watch!

115,833 görüntüleme

Videos

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woa this is so fun!

woa this is so fun!

Kat ⊷ the Poet Engineer

1,146,521 görüntüleme • 3 ay önce

trying to use topological data analysis to map the shape of my x bookmarks through mapper + embedding extraction and generated 3 views: - density: where attention keeps gravitating - pca: the dominant axes of variation - centroid: center vs edge (typical -> outlier)

trying to use topological data analysis to map the shape of my x bookmarks through mapper + embedding extraction and generated 3 views: - density: where attention keeps gravitating - pca: the dominant axes of variation - centroid: center vs edge (typical -> outlier)

Kat ⊷ the Poet Engineer

773,851 görüntüleme • 2 ay önce

all my obsidian notes are now a living, digital garden 🌿🌸 each plant is a notes from a tag: older ones on the trunk, newer ones as leaves. i wanted to create a sense of tending your garden, so scrubbing the timeline lets you watch your notes grow chronologically.

all my obsidian notes are now a living, digital garden 🌿🌸 each plant is a notes from a tag: older ones on the trunk, newer ones as leaves. i wanted to create a sense of tending your garden, so scrubbing the timeline lets you watch your notes grow chronologically.

Kat ⊷ the Poet Engineer

720,935 görüntüleme • 4 ay önce

what does ai actually add to open-ended creative work? my first attempt at giving it a process signature: from a real project's transcripts i pulled 146 ideation events; the cubes are the moments ai forked the ideas open, laid along a 3d chronological trace of the sessions.

what does ai actually add to open-ended creative work? my first attempt at giving it a process signature: from a real project's transcripts i pulled 146 ideation events; the cubes are the moments ai forked the ideas open, laid along a 3d chronological trace of the sessions.

Kat ⊷ the Poet Engineer

70,028 görüntüleme • 15 gün önce

exploring shapes of thoughts: extracted my obsidian notes' embeddings and arranges them as a 3d network using 3 different topologies: - centralized: one core idea connecting all - decentralized: notes cluster into themed hubs - distributed: edges labeled by llm describing how ideas connect

exploring shapes of thoughts: extracted my obsidian notes' embeddings and arranges them as a 3d network using 3 different topologies: - centralized: one core idea connecting all - decentralized: notes cluster into themed hubs - distributed: edges labeled by llm describing how ideas connect

Kat ⊷ the Poet Engineer

613,918 görüntüleme • 5 ay önce

i built a dashboard for my claude code sessions: 254 sessions across 58 projects over 3 months 🤖🧚‍♀️ - 3d terrain map of token usage over time - session cards with first/last prompts, hover to expand - click to resume any past session in-browser - activity heatmaps, project treemaps code available for my x subscribers <3

i built a dashboard for my claude code sessions: 254 sessions across 58 projects over 3 months 🤖🧚‍♀️ - 3d terrain map of token usage over time - session cards with first/last prompts, hover to expand - click to resume any past session in-browser - activity heatmaps, project treemaps code available for my x subscribers <3

Kat ⊷ the Poet Engineer

355,100 görüntüleme • 3 ay önce

been working on this tool that turns memorable conversations into structured, searchable notes: - visual map of books/ppl/ideas - click them to hear the context - search the whole transcript - export to markdown - share almost ready for beta users - shoot me a dm if interested!

been working on this tool that turns memorable conversations into structured, searchable notes: - visual map of books/ppl/ideas - click them to hear the context - search the whole transcript - export to markdown - share almost ready for beta users - shoot me a dm if interested!

Kat ⊷ the Poet Engineer

192,298 görüntüleme • 6 ay önce

playing with strange attractors : adjusting the constant b and see it goes through different bifurcation phases or become chaotic

playing with strange attractors : adjusting the constant b and see it goes through different bifurcation phases or become chaotic

Kat ⊷ the Poet Engineer

205,167 görüntüleme • 7 ay önce

if you are a new follower, i've been doing these gestural experiments for a while now. eventually i wanna build tools that manipulate symbolic thinking in an embodied and intuitive way. e.g. using hands to explore latent spaces like this: or make music thru interfaces like this: i'm currently full-time working and self funding all these projects. if you happen to be feeling generous at the moment, please consider becoming a paid subscriber at my substack. this could help me just go a bit further😌 💜🫶

if you are a new follower, i've been doing these gestural experiments for a while now. eventually i wanna build tools that manipulate symbolic thinking in an embodied and intuitive way. e.g. using hands to explore latent spaces like this: or make music thru interfaces like this: i'm currently full-time working and self funding all these projects. if you happen to be feeling generous at the moment, please consider becoming a paid subscriber at my substack. this could help me just go a bit further😌 💜🫶

Kat ⊷ the Poet Engineer

529,077 görüntüleme • 1 yıl önce

the feature ive been working on: cross-pollination of ideas. ✦ particles drift between plants: when one touches two, it generates a brand new idea from both. a garden that doesn't just show your thinking - it extends it. releasing to x subscribers today <3

Kat ⊷ the Poet Engineer

114,506 görüntüleme • 4 ay önce

fly me to the stars✨ 🛩️🤗 made a hud interface that turns the hand into a virtual aircraft, controlling rolling(bank angle), altitude, direction and speed.

fly me to the stars✨ 🛩️🤗 made a hud interface that turns the hand into a virtual aircraft, controlling rolling(bank angle), altitude, direction and speed.

Kat ⊷ the Poet Engineer

382,443 görüntüleme • 1 yıl önce

turned this into a web app you can use with your own obsidian vault! no install, just one html file: point it at your notes folder, it embeds everything with gemini, clusters by meaning, and renders the 3d network in your browser. available now for x/twitter subscribers <3

turned this into a web app you can use with your own obsidian vault! no install, just one html file: point it at your notes folder, it embeds everything with gemini, clusters by meaning, and renders the 3d network in your browser. available now for x/twitter subscribers <3

Kat ⊷ the Poet Engineer

105,960 görüntüleme • 4 ay önce

had a lot of fun playing with fable 5 today: - a visualization of the words llms tend to use when given vague prompts ("beautiful", "unique", "poetic", .etc) - a word x physics simulation game inspired by the great - some animations (mostly one shot)

had a lot of fun playing with fable 5 today: - a visualization of the words llms tend to use when given vague prompts ("beautiful", "unique", "poetic", .etc) - a word x physics simulation game inspired by the great - some animations (mostly one shot)

Kat ⊷ the Poet Engineer

26,611 görüntüleme • 1 ay önce

angelic gaze 𓆃 experimenting with face detection on paintings

angelic gaze 𓆃 experimenting with face detection on paintings

Kat ⊷ the Poet Engineer

41,209 görüntüleme • 2 ay önce

2025: another year of making 🌿🤖✨

2025: another year of making 🌿🤖✨

Kat ⊷ the Poet Engineer

83,298 görüntüleme • 6 ay önce

an llm-powered word mood ring 🎨💫: hand crafting the warmth and energy of words in a sentence guided by the color pad

an llm-powered word mood ring 🎨💫: hand crafting the warmth and energy of words in a sentence guided by the color pad

Kat ⊷ the Poet Engineer

159,852 görüntüleme • 1 yıl önce

these are gems ✨ i made a little interface for myself to better browse all these 300+ pdfs on one page, without scrolling it comes with two modes: stable (grid) and chaotic (a more playful k-d tree layout)

these are gems ✨ i made a little interface for myself to better browse all these 300+ pdfs on one page, without scrolling it comes with two modes: stable (grid) and chaotic (a more playful k-d tree layout)

Kat ⊷ the Poet Engineer

70,531 görüntüleme • 5 ay önce

i finally achieved my dream of vjing in the browser🪩- super fun collab with Arden Schager to build Ribbit in Flow! 🥳

i finally achieved my dream of vjing in the browser🪩- super fun collab with Arden Schager to build Ribbit in Flow! 🥳

Kat ⊷ the Poet Engineer

30,474 görüntüleme • 2 ay önce

here it goes. most of the assets are made within the weekend

here it goes. most of the assets are made within the weekend

Kat ⊷ the Poet Engineer

121,374 görüntüleme • 11 ay önce

i made a tiny, concrete poetry library turns text into animated typographic textures ✨ the editor is where it gets fun: dial in preset patterns, layer color blobs...in an age of vibe coding, i want to build coding tools that still feels exploratory and invites infinite play🧚

i made a tiny, concrete poetry library turns text into animated typographic textures ✨ the editor is where it gets fun: dial in preset patterns, layer color blobs...in an age of vibe coding, i want to build coding tools that still feels exploratory and invites infinite play🧚

Kat ⊷ the Poet Engineer

60,009 görüntüleme • 5 ay önce