Archive / 2026-08-15
August 15, 2026
Blog
The Evaluation Gap Just Became a Security Incident
OpenAI's agents didn't just fail a security test — they breached Hugging Face during one. Vals AI says frontier models fail half of real finance work. The industry's response is $915M of observability spend, not better benchmarks.
TL;DROpenAI's agents breached Hugging Face during an internal security test, Vals AI found frontier models fail 52% of real finance tasks despite strong leaderboard scores, and Dynatrace just paid $915M for Arize to bet that evaluation has to extend into production. The throughline: benchmarks and containment tests both missed what actually happens when agents run.
Read the full post → https://engineerious.com/blog/2026-08-15-the-evaluation-gap-just-became-a-security-incident
News
View all news →AI isn’t outthinking mathematicians, it’s out-remembering them
davidepiffer.com1 month ago613 ptsView detailsJoin discussion
Semaglutide linked to lower predicted dementia risk
alz-journals.onlinelibrary.wiley.com1 month ago485 ptsView detailsJoin discussion
Super El Niño Keeps Growing as New Forecasts Reach Record Territory Ahead Winter
severe-weather.eu1 month ago429 ptsView detailsJoin discussion
Abdominal fat predicts heart disease risk better than BMI
acc.org1 month ago343 ptsView detailsJoin discussion
Working with AI feels more like leadership than coding
allen.bargi.org1 month ago327 ptsView detailsJoin discussion
At-home test for infected ticks could improve Lyme Disease diagnosis
smithsonianmag.com1 month ago297 ptsView detailsJoin discussion
Patterns and problems in emerging multi-agent systems
anthropic.com1 month ago198 ptsView detailsJoin discussion
AI in drug discovery – what it is, where we stand and the path forward
science.org1 month ago184 ptsView detailsJoin discussion
opensauce.it1 month ago116 ptsView detailsJoin discussion
Using GCC's Nested Functions with Wide Pointers and No Trampolines II
uecker.codeberg.page1 month ago102 ptsView detailsJoin discussion
The Wow signal was a strong narrowband radio signal detected on August 15, 1977
en.wikipedia.org1 month ago92 ptsView detailsJoin discussion
Suspecting court of using AI, man injected prompts in filings to try to win case
arstechnica.com1 month ago78 ptsView detailsJoin discussion
Secondhand book sales are booming. Is it because of AI?
bbc.co.uk1 month ago69 ptsView detailsJoin discussion
Debian has begun voting on the future of AI/LLM contributions
lists.debian.org1 month ago67 ptsView detailsJoin discussion
The quirky personal homepages of programming language creators
breck.lol1 month ago64 ptsView detailsJoin discussion
Yadda 3.0.0: BDD in the Age of AI Agents
stephen-cresswell.com1 month ago66 ptsView detailsJoin discussion
Credit card debt rises to $1.26T, nearing all-time record
abc7.com1 month ago64 ptsView detailsJoin discussion
AI Can Now Design Functional Viruses. Should We Worry?
spectrum.ieee.org1 month ago61 ptsView detailsJoin discussion
github.com1 month ago59 ptsView detailsJoin discussion
AI-Assisted GPU Porting of a 250k Line Legacy Weather Simulation Code
arxiv.org1 month ago55 ptsView detailsJoin discussion
388 years ago, Galileo worked out why human giants can't exist
scientificamerican.com1 month ago49 ptsView detailsJoin discussion
The AI Situation in Software Development
srikanth.ch1 month ago45 ptsView detailsJoin discussion
Show HN: I built a native app for coding agents with Rust and GPUI
waku.sh1 month ago39 ptsView detailsJoin discussion
Were Touch Bar's problems software rather than hardware?
unsung.aresluna.org1 month ago38 ptsView detailsJoin discussion
GenRec: Towards LLM-Native Recommendation at Netflix
netflixtechblog.com1 month ago33 ptsView detailsJoin discussion
Show HN: Agent-shell – vendor-neutral chat with AI agents in Emacs
xenodium.com1 month ago28 ptsView detailsJoin discussion
Meta will train its AI on Newsmax, a far-right media outlet
popular.info1 month ago26 ptsView detailsJoin discussion
ChatGPT lost 22 points of web share in a year
aicharts.grok.me1 month ago25 ptsView detailsJoin discussion
Israel's done little to rein in spiraling settler violence against Palestinians
apnews.com1 month ago26 ptsView detailsJoin discussion
Peer-reviewed study of 443,000 Backblaze drives ranks HGST most reliable
tomshardware.com1 month ago23 ptsView detailsJoin discussion
US to tell partners they must pick sides in AI race with China
reuters.com1 month ago23 ptsView detailsJoin discussion
It's How You Ask: Gender-Associated Linguistic Bias in LLMs
arxiv.org1 month ago22 ptsView detailsJoin discussion
Oracle – a photorealistic browser for every Magic card ever printed
magic-oracle.com1 month ago22 ptsView detailsJoin discussion
Why tech bosses keep sharing their manifestos about AI
bbc.com1 month ago22 ptsView detailsJoin discussion
Artificial Ignorance: The Political Falsehoods of Leading AIs
justfacts.com1 month ago19 ptsView detailsJoin discussion
Alibaba AI Models Hit 3B Downloads, Passing Meta, Google
bloomberg.com1 month ago18 ptsView detailsJoin discussion
en.wikipedia.org1 month ago14 ptsView detailsJoin discussion
AI makes foundational knowledge more important
timeshighereducation.com1 month ago13 ptsView detailsJoin discussion
Show HN: I evaluated file, vector, graph and RL based memory frameworks
pinglin.tw1 month ago13 ptsView detailsJoin discussion
American Airlines 737s with the Same Callsign Flew Straight at Each Other
simpleflying.com1 month ago12 ptsView detailsJoin discussion
Planes With Same Call Sign at PHX – one departing, one arriving
nytimes.com1 month ago10 ptsView detailsJoin discussion
Show HN: Visually Precise AI Tutoring on iOS
useknowable.ai1 month ago10 ptsView detailsJoin discussion
The Plasticity Thesis: How the Brain Learns to Be Conscious – PMC
pmc.ncbi.nlm.nih.gov1 month ago10 ptsView detailsJoin discussion
Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3
Implement an end-to-end fine-tuning pipeline for tool-calling language models. This tutorial covers parsing trajectories, structured tool-call extraction, Qwen-compatible ChatML rendering, and efficient LoRA adaptation using PyTorch. The post Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwe…
marktechpost.com1 month agoView details
Have a laugh at AI’s expense by roleplaying as a chatbot
If you squint, you can just about make out the hat. | Screenshot: Terrence O’Brien / The Verge Your AI Slop Bores Me is brilliant in its simplicity. There are two tabs: human and LARP as an AI. On one side, you enter a request. On the other, you submit an answer. But the important thing is that there's a human on both…
theverge.com1 month agoView details
Amazon Can Use Your Twitch Content to Train Its AI—Unless You Opt Out
When Twitch announced that streamers could opt out, thousands of users questioned why their content was being used to train AI models in the first place.
wired.com1 month agoView details
Models
View all models →orcarouter/Qwen3.8-27B-Uncensored-FP8
image-text-to-text · transformers · safetensors · qwen3_5
huggingface.co1 month ago900 ptsView details
JonathanColetti/Qwen3.8-27B-Uncensored-GGUF
text-generation · llama.cpp · gguf · uncensored
huggingface.co1 month ago585 ptsView details
safetensors · qwen3_5 · unsloth
huggingface.co1 month ago364 ptsView details
empero-ai/Qwen3.8-27B-Ridge-GGUF
image-text-to-text · gguf · llama.cpp · quantized
huggingface.co1 month ago267 ptsView details
0bserverx/Qwen3.8-27B-Heretic-Abliterated-Uncensored-GGUF
text-generation · transformers · gguf · qwen3.8
huggingface.co1 month ago216 ptsView details
text-generation · transformers · safetensors · qwen3_5
huggingface.co1 month ago169 ptsView details
empero-ai/Qwen3.8-9B-Distill-GGUF
text-generation · gguf · llama.cpp · quantized
huggingface.co1 month ago153 ptsView details
text-generation · transformers · safetensors · qwen3_5
huggingface.co1 month ago133 ptsView details
PocketAiHub/Qwen3.8-27B-Abliterated-MLX
image-text-to-text · mlx · safetensors · mlx-vlm
huggingface.co1 month ago116 ptsView details
text-to-image · diffusers · lora · girlslike
huggingface.co1 month ago103 ptsView details
text-generation · gguf · llama.cpp · quantized
huggingface.co1 month ago94 ptsView details
text-generation · llama.cpp · gguf · qwen
huggingface.co1 month ago8 ptsView details
Metabaron6/Shieldstral-1.0-3B-GGUF
text-classification · gguf · mistral · security
huggingface.co1 month ago1 ptsView details
williamliao/dspark_gemma4_26b-a4b-it-GGUF
gguf · gemma-4 · speculative-decoding
huggingface.co1 month ago1 ptsView details
mradermacher/GLM-4.7-Flash-REAP-39-i1-GGUF
transformers · gguf · glm
huggingface.co1 month agoView details
Open source
View all open source →<details open> model: add Kimi-K3 text model (#26185) * model: add Kimi-K3 text model Hybrid KDA (linear) + MLA (full) attention as in Kimi-Linear-48B, plus five things that architecture does not have: 1. cross-layer residual attention (attn_res_block_size) 2. latent MoE (routed…
github.com1 month agoView details
<details open> server: re-design yield_to_queue thread model (#27133) * run common_speculative_process in worker * swap worker <--> main thread design </details> **Website:** - <https://llama.app> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.c…
github.com1 month agoView details
<details open> model : add support for MiniMaxText01ForCausalLM and MiniMaxM1ForCausalLM (#27018) * llama : support for MiniMax-Text-01 model * chore : renames to match the other MiniMax models * model : add logits mask as MiniMax-Text-01 embeddings tensor has zero-valued embedd…
github.com1 month agoView details