Tootfinder

Co-Creative Learning via Metropolis-Hastings Interaction between Humans and AI
Ryota Okumura, Tadahiro Taniguchi, Akira Taniguchi, Yoshinobu Hagiwara
https://arxiv.org/abs/2506.15468

Co-Creative Learning via Metropolis-Hastings Interaction between Humans and AI
We propose co-creative learning as a novel paradigm where humans and AI, i.e., biological and artificial agents, mutually integrate their partial perceptual information and knowledge to construct shared external representations, a process we interpret as symbol emergence. Unlike traditional AI teaching based on unilateral knowledge transfer, this addresses the challenge of integrating information from inherently different modalities. We empirically test this framework using a human-AI interacti…

from my link log —
HashChain: a family of very fast factor-based sublinear exact-matching string search algorithms.
https://github.com/nishihatapalmer/HashChain
saved 2025-03-14

GitHub - nishihatapalmer/HashChain: A very fast online search algorithm
A very fast online search algorithm. Contribute to nishihatapalmer/HashChain development by creating an account on GitHub.

Was für ein Shit Move von GitHub (Microsoft) https://infosec.exchange/@tomgag/114504958452945090 /via @…

Tommaso Gagliardoni (@tomgag@infosec.exchange)
Attached: 1 image In a move that surprises absolutely noone, GitHub now requires users to login in order to browse public repositories (including open source projects). After a few (~10) requests, you get blocked (I can confirm). In order to fight AI scrapers, I guess. So, GitHub decided to blanket-limit access to open source projects as a defense against the very scourge that they(r parent company) unleashed on the world. I won't be hypocrite: it's a bit embarrassing, but undeniably satisfy…

DAGs for the Masses
Michael Anoprenko, Andrei Tonkikh, Alexander Spiegelman, Petr Kuznetsov
https://arxiv.org/abs/2506.13998 https://…

DAGs for the Masses
A recent approach to building consensus protocols on top of Directed Acyclic Graphs (DAGs) shows much promise due to its simplicity and stable throughput. However, as each node in the DAG typically includes a linear number of references to the nodes in the previous round, prior DAG protocols only scale up to a certain point when the overhead of maintaining the graph becomes the bottleneck. To enable large-scale deployments of DAG-based protocols, we propose a sparse DAG architecture, where ea…

🇺🇦 #NowPlaying on #KEXP's #VarietyMix
Tanika Charles:
🎵 Don’t Like You Anymore
#TanikaCharles
https://tanikacharles.bandcamp.com/track/dont-like-you-anymore-2
https://open.spotify.com/track/5BzJfr2NjusEUbM9QYFsz0

Els preciosos d'#Agbar varen fer, el divendres al matí, un forat davant l'entrada dol plaça de la Torratxa a #Valls.
Van fer el forat, van posar quatre tanques al costat, i au, cap de setmana!
En lloc d'obrir el forat i fer el que havien de fer seguidament, han deixat el forat obert d…

Sonnet 069 - LXIX
Those parts of thee that the world's eye doth view
Want nothing that the thought of hearts can mend;
All tongues, the voice of souls, give thee that due,
Uttering bare truth, even so as foes commend.
Thy outward thus with outward praise is crown'd;
But those same tongues, that give thee so thine own,
In other accents do this praise confound
By seeing farther than the eye hath shown.
They look into the beauty of t…

If you're in NorCal & like sushi, check out Tomisushi.
It's quite good - and authentic - especially for the price. Found myself surprised. [Japanese sushi & sake snob approved]
#sushi

Hetero-Orbital Two-Component Fractional Quantum Hall States in Bilayer Graphene
Ke Huang, Ajit C. Balram, Hailong Fu, Chengqi Guo, Kenji Watanabe, Takashi Taniguchi, Jainendra K. Jain, Jun Zhu
https://arxiv.org/abs/2506.14188

Hetero-Orbital Two-Component Fractional Quantum Hall States in Bilayer Graphene
A two-dimensional electron system exposed to a strong magnetic field produces a plethora of strongly interacting fractional quantum Hall (FQH) states, the complex topological orders of which are revealed through exotic emergent particles, such as composite fermions, fractionally charged Abelian and non-Abelian anyons. Much insight has been gained by the study of multi-component FQH states, where spin and pseudospin indices of the electron contribute additional correlation. Traditional multi-com…

Was für ein Shit Move von GitHub (Microsoft) https://infosec.exchange/@tomgag/114504958452945090 /via @…

Tommaso Gagliardoni (@tomgag@infosec.exchange)
Attached: 1 image In a move that surprises absolutely noone, GitHub now requires users to login in order to browse public repositories (including open source projects). After a few (~10) requests, you get blocked (I can confirm). In order to fight AI scrapers, I guess. So, GitHub decided to blanket-limit access to open source projects as a defense against the very scourge that they(r parent company) unleashed on the world. I won't be hypocrite: it's a bit embarrassing, but undeniably satisfy…