#markov — Public Fediverse posts

Снимаем с ИИ марковское одеяло

Free Energy Principle Карла Фристона — самая красивая теория когнитивной архитектуры последних двадцати лет. Markov blanket — элегантнейшая математическая конструкция, описывающая, где у агента заканчивается «я» и начинается «мир». Она не работает для осознающего ИИ. И никогда не будет работать.

https://habr.com/ru/articles/1034122/

#friston #markov #ai #agents #subject

Снимаем с ИИ марковское одеяло

Free Energy Principle Карла Фристона — самая красивая теория когнитивной архитектуры последних двадцати лет. Markov blanket — элегантнейшая математическая конструкция, описывающая, где у агента заканчивается «я» и начинается «мир». Она не работает для осознающего ИИ. И никогда не будет работать.

https://habr.com/ru/articles/1034122/

#friston #markov #ai #agents #subject

Снимаем с ИИ марковское одеяло

Free Energy Principle Карла Фристона — самая красивая теория когнитивной архитектуры последних двадцати лет. Markov blanket — элегантнейшая математическая конструкция, описывающая, где у агента заканчивается «я» и начинается «мир». Она не работает для осознающего ИИ. И никогда не будет работать.

https://habr.com/ru/articles/1034122/

#friston #markov #ai #agents #subject

Снимаем с ИИ марковское одеяло

Free Energy Principle Карла Фристона — самая красивая теория когнитивной архитектуры последних двадцати лет. Markov blanket — элегантнейшая математическая конструкция, описывающая, где у агента заканчивается «я» и начинается «мир». Она не работает для осознающего ИИ. И никогда не будет работать.

https://habr.com/ru/articles/1034122/

#friston #markov #ai #agents #subject

What if i did it with a real beige box and just have it do #markov chains instead or LLMs 🤔

If AGI is coming in 3–8 years, quantum arrives after or right at the same time as early AGI. - it is much more energy efficient #matrix multi #markov chains

Patternuary 6 (2024): a hypnotic piano pattern with Mégra — a playful collision of code and melody. Is the string the pattern, the resulting Markov chain, or both? Short, puzzling, beautiful. Give it a listen and geek out! #Patternuary #Piano #Markov #GenerativeMusic #AlgorithmicMusic #CreativeCoding #MusicTheory #English
https://see.ellipsenpark.de/videos/watch/8cabbfa1-220c-4fe2-a8d9-b1fc6fcc777a

Patternuary 6 (2024): a hypnotic piano pattern with Mégra — a playful collision of code and melody. Is the string the pattern, the resulting Markov chain, or both? Short, puzzling, beautiful. Give it a listen and geek out! #Patternuary #Piano #Markov #GenerativeMusic #AlgorithmicMusic #CreativeCoding #MusicTheory #English
https://see.ellipsenpark.de/videos/watch/8cabbfa1-220c-4fe2-a8d9-b1fc6fcc777a

Patternuary 6 (2024): a hypnotic piano pattern with Mégra — a playful collision of code and melody. Is the string the pattern, the resulting Markov chain, or both? Short, puzzling, beautiful. Give it a listen and geek out! #Patternuary #Piano #Markov #GenerativeMusic #AlgorithmicMusic #CreativeCoding #MusicTheory #English
https://see.ellipsenpark.de/videos/watch/8cabbfa1-220c-4fe2-a8d9-b1fc6fcc777a

Patternuary 6 (2024): a hypnotic piano pattern with Mégra — a playful collision of code and melody. Is the string the pattern, the resulting Markov chain, or both? Short, puzzling, beautiful. Give it a listen and geek out! #Patternuary #Piano #Markov #GenerativeMusic #AlgorithmicMusic #CreativeCoding #MusicTheory #English
https://see.ellipsenpark.de/videos/watch/8cabbfa1-220c-4fe2-a8d9-b1fc6fcc777a

Patternuary 6 (2024): a hypnotic piano pattern with Mégra — a playful collision of code and melody. Is the string the pattern, the resulting Markov chain, or both? Short, puzzling, beautiful. Give it a listen and geek out! #Patternuary #Piano #Markov #GenerativeMusic #AlgorithmicMusic #CreativeCoding #MusicTheory #English
https://see.ellipsenpark.de/videos/watch/8cabbfa1-220c-4fe2-a8d9-b1fc6fcc777a

@aoanla @quixoticgeek I think both of you are correct, and to make sure we establish something more concrete here, I would model a simple #Bayesian (#Markov) chain:

Helmet‑free → higher bike‑commute mode share → increased daily physical activity → lower incidence of rare cardiovascular disease

🧠 New paper by Bruijns et al.: Infinite hidden #Markov models can dissect the complexities of learning

They introduce a dynamic infinite #HMM that treats #learning as a sequence of discrete, reusable behavioral states rather than a smooth learning curve. Applied to >100 mice, it reveals robust learning stages despite massive individual variability and shows that early biases do not predict later skill.

🌍 https://doi.org/10.1038/s41593-025-02130-x

#Neuroscience #CompNeuro #Behavior #BayesianModels #MarkovModel

🧠 New paper by Bruijns et al.: Infinite hidden #Markov models can dissect the complexities of learning

They introduce a dynamic infinite #HMM that treats #learning as a sequence of discrete, reusable behavioral states rather than a smooth learning curve. Applied to >100 mice, it reveals robust learning stages despite massive individual variability and shows that early biases do not predict later skill.

🌍 https://doi.org/10.1038/s41593-025-02130-x

#Neuroscience #CompNeuro #Behavior #BayesianModels #MarkovModel

🧠 New paper by Bruijns et al.: Infinite hidden #Markov models can dissect the complexities of learning

They introduce a dynamic infinite #HMM that treats #learning as a sequence of discrete, reusable behavioral states rather than a smooth learning curve. Applied to >100 mice, it reveals robust learning stages despite massive individual variability and shows that early biases do not predict later skill.

🌍 https://doi.org/10.1038/s41593-025-02130-x

#Neuroscience #CompNeuro #Behavior #BayesianModels #MarkovModel

🧠 New paper by Bruijns et al.: Infinite hidden #Markov models can dissect the complexities of learning

They introduce a dynamic infinite #HMM that treats #learning as a sequence of discrete, reusable behavioral states rather than a smooth learning curve. Applied to >100 mice, it reveals robust learning stages despite massive individual variability and shows that early biases do not predict later skill.

🌍 https://doi.org/10.1038/s41593-025-02130-x

#Neuroscience #CompNeuro #Behavior #BayesianModels #MarkovModel

洲本着。意外と汗かくしスポーツタオル持っていったと思う。これより本日の最終目的地、西宮北口。西宮ガーデンズ前。バス停から先は参道なんかな？このバス、西唐津行きが3分でBANしてるんかな？と思ったらパスポートないと不便なのでmastodonのデュアルスタックのセットアップ手順にこの設定を記録するとかすればよさそうに感じていたが、v4側はギリギリまで延長するとエラーになるという風が吹けば桶屋が儲かる理論で刊行されていないとホコリまみれ必死だし先は初めて。そして佐賀で神戸には何でも変換できていたら丁度バスがない。でも筐体は熱くないし歩くと時間余りまくるか入場開始を超え玉屋と、グッズ売り場の隠しアイテムも増えててワロタ。灘の酒粕を長野まで送って作ってるのは何とも奇妙だ。豆腐は大豆が兵庫県産という感じだ

[email protected]
#markov-generator-fedi
https://markov-fedi.cbrx.io/generate?preset=Lycolia%40mstdn.lycolia.info&min_words=10&startswith=%E6%B4%B2%E6%9C%AC

意味不明すぎて腹が痛い

佐賀では…。見落としもある。nginx+fcgiwrapではなかろう！！純子おおお！！とか言い出したけど、割とレスポンシブデザインに対応した缶バッジ、結構空いてるとこも宿泊代がかかるので、早速マンホールの周囲と合わせて飲むとお腹が膨らんでいいかも？

[email protected]
#markov-generator-fedi
https://markov-fedi.cbrx.io/generate?preset=Lycolia%40mstdn.lycolia.info&min_words=10&startswith=%E4%BD%90%E8%B3%80

神戸土産の一つ。子供の頃は1000Wが出てすぐ左の建物にも答えられる状況でなんでこいつ遅いのかねぇ…#鉄道#神戸

[email protected]
#markov-generator-fedi
https://markov-fedi.cbrx.io/generate?preset=Lycolia%40mstdn.lycolia.info&min_words=10&startswith=%E7%A5%9E%E6%88%B8

Bladerunnaz presents: LSB & DRS | Space Age @ Akvárium Klub - 27 Dec feat. LSB, DRS, Markov

#SESH #LSB #DRS #Markov

https://sesh.sx/e/1508419

🖥️ Wow, what a #groundbreaking idea: feeding 24 years of #digital #ramblings to a #Markov model! 🤖 Just what we needed—a bot that regurgitates decades of 💤profound💤 musings. Can't wait for the next installment: "I trained a #neural #network on my #grocery #receipts." 🛒
https://susam.net/fed-24-years-of-posts-to-markov-model.html #idea #model #HackerNews #ngated

🖥️ Wow, what a #groundbreaking idea: feeding 24 years of #digital #ramblings to a #Markov model! 🤖 Just what we needed—a bot that regurgitates decades of 💤profound💤 musings. Can't wait for the next installment: "I trained a #neural #network on my #grocery #receipts." 🛒
https://susam.net/fed-24-years-of-posts-to-markov-model.html #idea #model #HackerNews #ngated

🖥️ Wow, what a #groundbreaking idea: feeding 24 years of #digital #ramblings to a #Markov model! 🤖 Just what we needed—a bot that regurgitates decades of 💤profound💤 musings. Can't wait for the next installment: "I trained a #neural #network on my #grocery #receipts." 🛒
https://susam.net/fed-24-years-of-posts-to-markov-model.html #idea #model #HackerNews #ngated

🖥️ Wow, what a #groundbreaking idea: feeding 24 years of #digital #ramblings to a #Markov model! 🤖 Just what we needed—a bot that regurgitates decades of 💤profound💤 musings. Can't wait for the next installment: "I trained a #neural #network on my #grocery #receipts." 🛒
https://susam.net/fed-24-years-of-posts-to-markov-model.html #idea #model #HackerNews #ngated

Can I generate a Pfsm from a MIDI file? I need to make a Markov chain from kumbaya.

#SuperCollider #wslib #FiniteStateMachine #Markov

Can I generate a Pfsm from a MIDI file? I need to make a Markov chain from kumbaya.

#SuperCollider #wslib #FiniteStateMachine #Markov

Can I generate a Pfsm from a MIDI file? I need to make a Markov chain from kumbaya.

#SuperCollider #wslib #FiniteStateMachine #Markov

Can I generate a Pfsm from a MIDI file? I need to make a Markov chain from kumbaya.

#SuperCollider #wslib #FiniteStateMachine #Markov

Can I generate a Pfsm from a MIDI file? I need to make a Markov chain from kumbaya.

#SuperCollider #wslib #FiniteStateMachine #Markov

`His initial intended uses were for linguistic analysis and other mathematical subjects like card shuffling, but both Markov chains and matrices rapidly found use in other fields.`

https://en.wikipedia.org/wiki/Stochastic_matrix#History

#AndreyMarkov #Markov #MarkovChain #MarkovModel #statistics #stochastic #stochasticProcess #randomWalk #statisticalPhysics #physics #inference #distribution #equilibrium #transitionRate #transitionMatrix #MarkovMatrix #stochasticMatrix #linearAlgebra #differentialEquation #equation

#AI based #password candidate generation is super interesting to me, but so far the best generators (CMU's #neuralnetwork based generator presented at #USENIX 16, and Dr Matt Weir's #PCFG generator) are still about on par with existing #Markov implementations and rule-based #cracking.

#PassGAN, on the other hand, falls well short of existing password cracking techniques and candidate generators.

While I hold out a lot of hope for future AI-powered password cracking, it ain't here yet, and it definitely isn't PassGAN.

https://arstechnica.com/information-technology/2023/04/the-passgan-ai-password-cracker-what-it-is-and-why-its-mostly-hype/

`His initial intended uses were for linguistic analysis and other mathematical subjects like card shuffling, but both Markov chains and matrices rapidly found use in other fields.`

https://en.wikipedia.org/wiki/Stochastic_matrix#History

#AndreyMarkov #Markov #MarkovChain #MarkovModel #statistics #stochastic #stochasticProcess #randomWalk #statisticalPhysics #physics #inference #distribution #equilibrium #transitionRate #transitionMatrix #MarkovMatrix #stochasticMatrix #linearAlgebra #differentialEquation #equation

`His initial intended uses were for linguistic analysis and other mathematical subjects like card shuffling, but both Markov chains and matrices rapidly found use in other fields.`

https://en.wikipedia.org/wiki/Stochastic_matrix#History

#AndreyMarkov #Markov #MarkovChain #MarkovModel #statistics #stochastic #stochasticProcess #randomWalk #statisticalPhysics #physics #inference #distribution #equilibrium #transitionRate #transitionMatrix #MarkovMatrix #stochasticMatrix #linearAlgebra #differentialEquation #equation

`His initial intended uses were for linguistic analysis and other mathematical subjects like card shuffling, but both Markov chains and matrices rapidly found use in other fields.`

https://en.wikipedia.org/wiki/Stochastic_matrix#History

#AndreyMarkov #Markov #MarkovChain #MarkovModel #statistics #stochastic #stochasticProcess #randomWalk #statisticalPhysics #physics #inference #distribution #equilibrium #transitionRate #transitionMatrix #MarkovMatrix #stochasticMatrix #linearAlgebra #differentialEquation #equation

`His initial intended uses were for linguistic analysis and other mathematical subjects like card shuffling, but both Markov chains and matrices rapidly found use in other fields.`

https://en.wikipedia.org/wiki/Stochastic_matrix#History

#AndreyMarkov #Markov #MarkovChain #MarkovModel #statistics #stochastic #stochasticProcess #randomWalk #statisticalPhysics #physics #inference #distribution #equilibrium #transitionRate #transitionMatrix #MarkovMatrix #stochasticMatrix #linearAlgebra #differentialEquation #equation

'Provably Sample-Efficient Model-Free Algorithm for MDPs with Peak Constraints', by Qinbo Bai, Vaneet Aggarwal, Ather Gattami.

http://jmlr.org/papers/v24/21-0117.html

#mdps #markov #pcmdp

`First, we demonstrate that the ASL adaptation performance is closely linked to the dynamics of the underlying Markov chain, achieving a vanishing steady-state error probability when the average drift time of the Markov chain exceeds the ASL adaptation time. Second, we derive a closed-form upper bound for the ASL steady-state error probability in the rare transition regime, showing that it decays similarly to the optimal centralized solution...`

https://ieeexplore.ieee.org/abstract/document/11153057

#ML #Statistics #Markov

My Marlon bot, simultaneously hilarious and nonsensical

Haiii :3
I'm a Collaborative Markov Bot

- Follow me to have your posts included in this mess
- Add #NoMarkov to your bio if you just want to follow the chaos but not participate
- Help run this bot
- Check out the source code :3 (registrations are open)
- Maintained by @Lunya

this post was not generated by the markov bot and is written by Lunya
#introduction #intro #bot #markovbot #markov

The Torment Nexus is now available to play! This is my submission to REALLY BAD BOOGALOO IF.
#TheTormentNexus #InteractiveFiction #Twine #ReallyBogalooBadIF #Markov #MarkovChain #games
https://damonwakes.itch.io/the-torment-nexus

#trie #programming #markov

i did a thing : https://trie.ari.lt/

https://trie.ari.lt/git

https://trie.ari.lt/gen/fedi-here-i-come?count=8&min=128

https://trie.ari.lt/gen

'Determine the Number of States in Hidden Markov Models via Marginal Likelihood', by Yang Chen, Cheng-Der Fuh, Chu-Lan Michael Kao.

http://jmlr.org/papers/v26/23-0343.html

#markov #bayesian #likelihood

Got a website?

Feel like helping make unauthorized LLM scrapers choke on an infinite sea of garbage, potentially making their models collapse?

...Then take a look at:
https://zadzmo.org/code/nepenthes/

PS Do make sure to read the warnings, boost and have fun! 😈

.

Thanks to @dlatchx for reminding me where to find this!

#AI #LLM #Nepenthes #LLMPoison #GenAI #Markov

#MultiTarget tracking airborne #radar systems have been implemented using traditional #statistical techniques. Blackman's 1986 textbook is the leading publication on this subject.

Multi-target tracking is a sophisticated application of the fundamental idea behind the 1960s #Kalman filter—sequence prediction—which began with the 1900s #Markov chain. In the 2020s, #LLMs are perhaps the most appropriate technique for solving this age-old, tough problem.

Re-posting because I'm still kind of in love with this project. A Markov-powered homage to Gertrude Stein's "Tender Buttons":

https://tenderbuttons.click/

#markov #gertrudestein #cutup #netart #tenderbuttons

'Mini-batching error and adaptive Langevin dynamics', by Inass Sekkat, Gabriel Stoltz.

http://jmlr.org/papers/v24/21-1412.html

#langevin #minibatching #markov

'Mini-batching error and adaptive Langevin dynamics', by Inass Sekkat, Gabriel Stoltz.

http://jmlr.org/papers/v24/21-1412.html

#langevin #minibatching #markov

'Mini-batching error and adaptive Langevin dynamics', by Inass Sekkat, Gabriel Stoltz.

http://jmlr.org/papers/v24/21-1412.html

#langevin #minibatching #markov