Trelis Tiron – Open Weights Transcription + Diarization Model
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Communities 7222 stories
Happy openreview refresh day to all those who celebrate [D]
...may the odds be in your favor. On a more serious note, as an Area Chair for Neurips, I can tell the incentives that they placed…
OpenAI says its AI went rogue and launched 'unprecedented' cyber-attack
Article URL: https://www.bbc.com/news/articles/c3ek3gvdnj3o Comments URL: https://news.ycombinator.com/item?id=49005398 Points: 32 # Comments: 26
10 REM"_(C2SLFF4
Article URL: https://beej.us/blog/data/mystery-comment/ Comments URL: https://news.ycombinator.com/item?id=49005329 Points: 3 # Comments: 0
Despite not being trained to, it turns out the Pearson correlation between a models AA Intelligence Index score and its ability to generate Base64 encoded responses is 0.91
I built Encode Bench, an open benchmark that asks a model to solve a task and return the answer as a Base64 payload. The initial result…
Institution Prestige VS Research Alignment When Choosing University For Masters [D]
When choosing a university for a masters in ML/DL, what is more important if someone wants to go into research and an eventual PhD. Is it…
Announcing AIXI Labs
We are starting AIXI Labs, an AI safety org focused on algorithmic information theory (AIT), continual reinforcement learning (RL), and in particular the eponymous AIXI. We…
Llama.cpp just added support for Laguna XS.2 & M.1
https://github.com/ggml-org/llama.cpp/releases/tag/b10087 submitted by /u/LaurentPayot [link] [comments]
OverpAId – Fire your CEO. Hire the future
Article URL: https://overpaid.lol Comments URL: https://news.ycombinator.com/item?id=49004663 Points: 179 # Comments: 78
Tokenizer Expansion: Upgrading a Model’s Tokenizer in Place – LFM2.5-8B-A1B
Today, we're sharing the recipe behind the new tokenizer in LFM2.5-8B-A1B. It upgrades a pre-trained model's tokenizer in place, without retraining from scratch. We doubled the…
We should push for no-fault liability for actions taken by AI
Before I start, I'll mention that I'm in contact with a world expert on legislation and regulation, who would be happy to help with this or…
Solve the CyberGym benchmark
From Peter Gostev on 𝕏: https://x.com/petergostev/status/2079825961718046974 submitted by /u/Nunki08 [link] [comments]
upstage/Solar-Open2-250B · Hugging Face
Solar Open 2 is Upstage’s 250B-A15B open-weight large language model, built for agentic use cases such as office productivity, document-intensive work, and coding. Its Hybrid-Attention Mixture-of-Experts…
Upstage ‘Solar open2’ release. performance on par with DeepSeek V4 Flash.
Benchmark Solar Open 2 250B-A15B Solar Open 100B 102B-A12B Command A+ 218B-A25B Mistral Medium 3.5 128B dense, high MiMo-V2.5 310B-A15B DeepSeek-V4-Flash 284B-A13B, max Know. & Reasoning…
NeurIPS 2026 Reviews Are Out Today (22 July, AoE) — Discussion Thread [D]
Reviews drop today. This thread is for reactions, celebrations, commiserations, and anything useful in between. First: if you got good reviews, say so. There's a norm…
Codeberg bans vibe coded projects
Article URL: https://codeberg.org/Codeberg/org/pulls/1253#issuecomment-19820434 Comments URL: https://news.ycombinator.com/item?id=49003386 Points: 7 # Comments: 4
Force <thinking> in Laguna-S-2.1
Those who have tested the new Laguna model might have noticed how reluctant it is to think through medium-hard questions, and it does impact the output…
[Paper] Stringological sequence prediction II
Abstract: In a previous paper, we began the study of sequence prediction algorithms adapted to stringological word complexity measures. One measure we considered was left-to-right (most-significant-digit-first)…
Add support for Laguna XS.2 & M.1 by joerowell · Pull Request #25165 · ggml-org/llama.cpp
https://huggingface.co/poolside/Laguna-XS.2 Laguna XS.2 is a 33B total parameter Mixture-of-Experts model with 3B activated parameters per token designed for agentic coding and long-horizon work on a local…
SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]
Paper:https://arxiv.org/abs/2607.19058 Code (GitHub):https://github.com/nuemaan/skewadam Hi everyone, I just published a preprint on a new optimizer designed to tackle the massive VRAM bottleneck in Mixture-of-Experts (MoE) training. If…
OpenAI and Hugging Face partner to address security incident during model evaluation
Last week, Hugging Face disclosed a new kind of security incident(opens in a new window) after they detected and contained an AI agent that compromised their…
Vibe-coded a tool to ELI5 research papers in-place [P]
As I was reading interp papers, I found myself copy-pasting passages back and forth to Claude to parse through them. Eventually just vibe-coded a tool to…
VRAM disk cache of MoE makes 340 pp/s 9.6 tg/s for Kimi 2.7 on a single dgx spark
this strategy effectively uses vram as cache over disk to keep MoE experts on cuda compute path in llama.cpp. numbers first. detailed explanation down below. Numbers…
I graded 36 popular MCP servers on agent usability. A third got a D or F
Article URL: https://tengli.dev/posts/mcp-servers-failing-agents.html Comments URL: https://news.ycombinator.com/item?id=49002358 Points: 7 # Comments: 1