The Sneakerweb
Article URL: https://sneakerweb.org/ Comments URL: https://news.ycombinator.com/item?id=48799781 Points: 3 # Comments: 0
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Built a local-first video indexing pipeline for LLMs (MCP + offline)
I've been trying to keep as much of my AI workflow local as possible. One thing I couldn't find was a good way to work with…
RT End Wokeness: 4,800+ black women killed by black men in the US since 2024 0 killed by white supremacists
RT End Wokeness4,800+ black women killed by black men in the US since 20240 killed by white supremacists
Lost and Found
Article URL: https://walzr.com/lost-and-found Comments URL: https://news.ycombinator.com/item?id=48799624 Points: 6 # Comments: 1
RT hardmaru: We just launched Sakana Translate! https://sakana.ai/translate-release/#English I personally rely on this tool every day. Huge congratula…
RT hardmaruWe just launched Sakana Translate!https://sakana.ai/translate-release/#EnglishI personally rely on this tool every day. Huge congratulations to the team for shipping this!Standard translation tools often miss the…
We just launched Sakana Translate! https://sakana.ai/translate-release/#English I personally rely on this tool every day. Huge congratulations to the …
We just launched Sakana Translate!https://sakana.ai/translate-release/#EnglishI personally rely on this tool every day. Huge congratulations to the team for shipping this!Standard translation tools often miss the deep…
GPT-5.6 Sol Ultra will be in Codex
Article URL: https://twitter.com/thsottiaux/status/2073933490513752151 Comments URL: https://news.ycombinator.com/item?id=48799614 Points: 14 # Comments: 1
I wrote a GGUF inferencer from scratch, AMA
*for a specific model, in the R language. veeery impractical. 60 seconds per token, yum 😋 not vibecoded, I just wanted to learn how the architecture…
If trends hold, Mythos-class capability may be running on high-end consumer hardware within ~2 years
submitted by /u/PetersOdyssey [link] [comments]
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
Article URL: https://www.readtheline.ca/p/al-vigier-canadas-ai-strategy-shouldnt Comments URL: https://news.ycombinator.com/item?id=48799256 Points: 40 # Comments: 10
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…