Tootfinder

Junior Communications Manager: https://benborges.xyz/2025/08/22/junior-communications-manager.html

"Advanced Whale Communication Technology Could Reshape Conservation Efforts"
#Whales #Animals #Conservation

Advanced Whale Communication Technology Could Reshape Conservation Efforts | Happy Eco News
Whale communication technology is advancing rapidly as Project CETI works to translate sperm whale vocalizations in the Caribbean. This technology could transform animal rights law, prevent ship collisions, protect critical habitats, and provide insights into marine ecosystems, while challenging assumptions about the fundamental differences between humans and animals.

Communication Efficient LLM Pre-training with SparseLoCo
Amir Sarfi, Benjamin Th\'erien, Joel Lidin, Eugene Belilovsky
https://arxiv.org/abs/2508.15706 https://

Communication Efficient LLM Pre-training with SparseLoCo
Communication-efficient distributed training algorithms have received considerable interest recently due to their benefits for training Large Language Models (LLMs) in bandwidth-constrained settings, such as across data centers and over the internet. Despite reducing communication frequency, these methods still typically require communicating a full copy of the model's gradients-resulting in a communication bottleneck even for cross-datacenter links. Furthermore, they can slightly degrade perfo…

Mailbag: Should we have seen this coming? https://www.dallascowboys.com/news/mailbag-should-we-have-seen-this-coming

"Writing is one of the most disruptive technologies ever invented after agriculture. Before writing, people could pass information in the current moment, to those who were close enough to hear noises made by other people. Writing allows people to communicate across space, passing written information to readers without the physical presence of the author. And it allows them to communicate across time, leaving evidence of thoughts long after the thinker had died."

When Trump federalized the D.C. police, he clobbered the idea that the people of the city govern themselves.
That’s what Mussolini did when he centralized Italy’s municipalities.
That’s what fascists do:
crush local authority under the weight of a single man’s will.
https://www.cl…

Trump’s Fascism Isn’t Coming. It’s Here.
America is not drifting toward authoritarianism.

Trump Announces Coming Tariffs On Furniture Imports - Joe.My.God.
https://www.joemygod.com/2025/08/trump-announces-coming-tariffs-on-furniture-imports/

PCCL: Photonic circuit-switched collective communication for distributed ML
Abhishek Vijaya Kumar, Arjun Devraj, Rachee Singh
https://arxiv.org/abs/2509.15450 https://

PCCL: Photonic circuit-switched collective communication for distributed ML
Modern distributed ML suffers from a fundamental gap between the theoretical and realized performance of collective communication algorithms due to congestion and hop-count induced dilation in practical GPU clusters. We present PCCL, a Photonic Collective Communication Library that reconfigures the network topology to match the communication patterns of collective algorithms, thereby eliminating congestion and dilation by creating direct, contention-free circuits between communicating GPUs. Unl…

Jointly Computation- and Communication-Efficient Distributed Learning
Xiaoxing Ren, Nicola Bastianello, Karl H. Johansson, Thomas Parisini
https://arxiv.org/abs/2508.15509 https…

Jointly Computation- and Communication-Efficient Distributed Learning
We address distributed learning problems over undirected networks. Specifically, we focus on designing a novel ADMM-based algorithm that is jointly computation- and communication-efficient. Our design guarantees computational efficiency by allowing agents to use stochastic gradients during local training. Moreover, communication efficiency is achieved as follows: i) the agents perform multiple training epochs between communication rounds, and ii) compressed transmissions are used. We prove exac…