Tootfinder

Collective Memory in Contemporary Fiction Films
https://ift.tt/7BnhLWG
updated: Thursday, December 18, 2025 - 11:01pmfull name / name of organization: Karine Bertrand,…
via Input 4 RELCFP ht…

With the emergence of more processors with 64 cores or more, I'm thinking more about whether it makes sense to implement a hypercube virtualised on a single chip with a single vector of memory, or as a literal hypercube of 64 (say) RP2350s. I understand the problems of transferring data across a hypercube, but I don't have a good feeling of how the bus contention on a multicore processor scales. What should I read?

Implementing post scarcity hardware
Prototype work towards building a post-scarcity software system

Myanmar releases six journalists from prison, all detained following the military's 2021 coup, but continues to hold at least 27 journalists behind bars (Committee to Protect Journalists)
https://cpj.org/2025/12/myanmar-releases-six-journalists-in-pre-el…

Myanmar releases 6 journalists in pre-election amnesty - Committee to Protect Journalists
Bangkok, December 4, 2025—The Committee to Protect Journalists welcomes the recent release of six journalists in Myanmar as part of a pre-election amnesty of more than 3,800 political prisoners, but urges junta authorities to free all remaining jailed members of the press. Those freed are Zaw Linn Htut (Phoe Thar), Htet Htet Khine, Nay Naw, Nyein Chan Wai, Aung San Lin, and Sithu...

Myanmar shut down a major online scam center on October 21 as part of operations starting in September to curb cross-border online scams and illegal gambling (Associated Press)
https://apnews.com/article/myanmar-scam-centers-cybercr…

Stragglers from Myanmar scam center raided by army cross into Thailand as buildings are blown up
A Thai regional army commander say that the number of people fleeing from Myanmar to Thailand after Myanmar’s military shut down a major online scam center has slowed to a trickle. The news on Tuesday came after more than 1,500 people had left in the past week. The KK Park site was identified by Thai officials and independent experts as housing a major cybercrime operation. It was raided by Myanmar’s army in mid-October as part of operations starting in early September to suppress cross-bor…

"Recent raids on one of #Myanmar 's most notorious internet #scam hubs sparked a recruitment rush as fleeing workers scrambled to enlist at nearby #fraud factories"

Memory Retrieval and Consolidation in Large Language Models through Function Tokens
Shaohua Zhang, Yuan Lin, Hang Li
https://arxiv.org/abs/2510.08203 https://

Memory Retrieval and Consolidation in Large Language Models through Function Tokens
The remarkable success of large language models (LLMs) stems from their ability to consolidate vast amounts of knowledge into the memory during pre-training and to retrieve it from the memory during inference, enabling advanced capabilities such as knowledge memorization, instruction-following and reasoning. However, the mechanisms of memory retrieval and consolidation in LLMs remain poorly understood. In this paper, we propose the function token hypothesis to explain the workings of LLMs: Duri…

We've reached the point in the evolution of cyber scamming where military units are blowing up buildings to stop the digital crimes.
Stragglers from Myanmar scam center raided by army cross into Thailand as buildings are blown up
https://apnews.com/artic…

Stragglers from Myanmar scam center raided by army cross into Thailand as buildings are blown up
A Thai regional army commander say that the number of people fleeing from Myanmar to Thailand after Myanmar’s military shut down a major online scam center has slowed to a trickle. The news on Tuesday came after more than 1,500 people had left in the past week. The KK Park site was identified by Thai officials and independent experts as housing a major cybercrime operation. It was raided by Myanmar’s army in mid-October as part of operations starting in early September to suppress cross-bor…

Complex Gaussianity and spatio-frequential memory effect of random wave processes
Guillaume Bal, Anjali Nair
https://arxiv.org/abs/2510.09402 https://arxiv…

Complex Gaussianity and spatio-frequential memory effect of random wave processes
Wavefield speckle patterns are generated by interference of randomly scattered coherent light. In the weak-coupling regime of the Itô-Schrödinger paraxial model for long-distance wave propagation, we show the following multiscale character: a macroscopic envelope solves a deterministic diffusion equation while the local wavefield (the speckle) is described by a complex Gaussian process both in terms of spatial axial and lateral displacements as well as frequency and angular variations of the …

Robust forecast aggregation via additional queries
Rafael Frongillo, Mary Monroe, Eric Neyman, Bo Waggoner
https://arxiv.org/abs/2512.05271 https://arxiv.org/pdf/2512.05271 https://arxiv.org/html/2512.05271
arXiv:2512.05271v1 Announce Type: new
Abstract: We study the problem of robust forecast aggregation: combining expert forecasts with provable accuracy guarantees compared to the best possible aggregation of the underlying information. Prior work shows strong impossibility results, e.g. that even under natural assumptions, no aggregation of the experts' individual forecasts can outperform simply following a random expert (Neyman and Roughgarden, 2022).
In this paper, we introduce a more general framework that allows the principal to elicit richer information from experts through structured queries. Our framework ensures that experts will truthfully report their underlying beliefs, and also enables us to define notions of complexity over the difficulty of asking these queries. Under a general model of independent but overlapping expert signals, we show that optimal aggregation is achievable in the worst case with each complexity measure bounded above by the number of agents $n$. We further establish tight tradeoffs between accuracy and query complexity: aggregation error decreases linearly with the number of queries, and vanishes when the "order of reasoning" and number of agents relevant to a query is $\omega(\sqrt{n})$. These results demonstrate that modest extensions to the space of expert queries dramatically strengthen the power of robust forecast aggregation. We therefore expect that our new query framework will open up a fruitful line of research in this area.
toXiv_bot_toot

Obstructions for normally spanned sets of vertices
Nicola Lorenz, Max Pitz
https://arxiv.org/abs/2510.04367 https://arxiv.org/pdf/2510.04367

Obstructions for normally spanned sets of vertices
Halin conjectured that a graph has a normal spanning tree if and only if every minor of it has countable colouring number. This has recently been proven by the second author. In this paper, we strengthen this result by establishing the following local version of it: Given a prescribed set of vertices $U$ in a connected graph $G$, there is a normal tree in $G$ that includes $U$ if and only if every $U$-rooted minor of $G$ (i.e. a minor every branch set of which meets $U$) has countable colouri…