If trends hold, Mythos-class capability may be running on high-end consumer hardware within ~2 years
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RT Sakana AI: 🐟️ Sakana Translate公開 🐟️ 本日、Sakana AIはチャットサービス「Sakana Chat」に新機能「Sakana Translate」を追加しました。 日本語・…
RT Sakana AI🐟️ Sakana Translate公開 🐟️本日、Sakana AIはチャットサービス「Sakana Chat」に新機能「Sakana Translate」を追加しました。日本語・英語・中国語の双方向翻訳に対応します。Sakana Translateを試す：https://translate.sakana.ai
A community project to build open source models
This is probably a dumb question, but I am going to ask it anyway. In light of open source models getting so popular, the chance any…
What do you guys use local models for?
I previously built a telegram bot that chatted with people. But it was never put in production. Besides that I often find that even the cheap…
Llama-Server is Throwing Away Your Perfectly Good KV Caches, and How to Fix It
Introduction I watched 2.49 GB of state restore from disk in 1.23 seconds — and then get thrown away. llama-server's slot save/restore promises exactly what long-context…
Al Vigier: Canada's AI strategy shouldn't include secret Palantir bills
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Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities across government systems
Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities across government systems
TopoPrimer: The Missing Topological Context in Forecasting Models
We introduce TopoPrimer, a framework that makes the global topological structure of the series population an explicit input to any forecasting model. TopoPrimer improves accuracy across…
Understanding Annotator Safety Policy with Interpretability
Safety policies define what constitutes safe and unsafe AI outputs, guiding data annotation and model development. However, annotation disagreement is pervasive and can stem from multiple…
Fortress: A Case Study in Stabilizing Search Recommendations via Temporal Data Augmentation and Feature Pruning
In search and recommendation systems, predictive models often suffer from temporal instability when certain input features introduce volatility in output scores. This instability can degrade model…
Segmental Attention Decoding with Long Form Acoustic Encodings
We address the fundamental incompatibility of attention-based encoder-decoder (AED) models with long-form acoustic encodings. AED models trained on segmented utterances learn to encode absolute frame positions…
A Field Guide to Claude Fable: Finding Your Unknowns
A Field Guide to Claude Fable: Finding Your Unknowns
We terminated a TPU mid-training and it recovered in seconds: Introduction to elastic training with MaxText
Distributed AI training is notoriously fragile because losing a single machine typically crashes the entire multi-node job, forcing a time-consuming, full-workload infrastructure restart. To address this,…
Scaling Properties of Continuous Diffusion Spoken Language Models
Speech-only spoken language models (SLMs) lag behind text and text-speech models in performance, with recent discrete autoregressive (AR) SLMs indicating significant computational and data demands to…
Revisiting ASR Error Correction with Specialized Models
Language models play a central role in automatic speech recognition (ASR), yet most methods rely on text-only models unaware of ASR error patterns. Recently, large language…
Path-Constrained Mixture-of-Experts
Sparse Mixture-of-Experts (MoE) architectures route each token through a subset of experts at each layer independently. We propose viewing MoE computation through the lens of expert…
Strange Balls found on Queensland beaches could be toxic 'space debris': experts
Article URL: https://www.inkl.com/news/strange-balls-found-on-queensland-beaches-could-be-toxic-space-debris-experts-warn Comments URL: https://news.ycombinator.com/item?id=48799220 Points: 5 # Comments: 5
Building Agents That Don't Break Themselves
Article URL: https://fly.io/blog/building-agents-that-dont-break-themselves/ Comments URL: https://news.ycombinator.com/item?id=48799192 Points: 4 # Comments: 0
The Private Capture of Public Genius
Article URL: https://www.wysr.xyz/p/the-private-capture-of-public-genius Comments URL: https://news.ycombinator.com/item?id=48799178 Points: 6 # Comments: 0
Has_not_been_viewed_much
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I built a free desktop app to make running local models dead simple (Athanor Lite)
Been lurking here for a while and using local models for client work. Kept hitting the same wall, the people who would benefit most from local…
AI Daily Brief — 5 July 2026
Claude Fable wrote most of sqlite-utils 4.0rc2 and helped port a 2003 game to iOS via Claude Code, as a US holiday kept lab announcements sparse.
When people discuss China vs. US competition over AI it would help if they specified the grounds of competition because there are divergent beliefs on…
When people discuss China vs. US competition over AI it would help if they specified the grounds of competition because there are divergent beliefs on what…
Connections in Math: the two kinds of random
Article URL: https://stillthinking.net/posts/connections-in-math-two-kinds-of-random/ Comments URL: https://news.ycombinator.com/item?id=48799026 Points: 5 # Comments: 0