It’s a paradigm shift you are living in - wake up, stop pronouncing it insane, and get busy moving on. We are on the other side of it and we won’t be able to go back. #Ai #ML

📰 Reddit r/LocalLLaMA
Qwen3.8 27b with 200K ctx + MTP on 12GB Ampere Cards
https://www.reddit.com/r/LocalLLaMA/comments/1x1xt1x/qwen38_27b_with_200k_ctx_mtp_on_12gb_ampere_cards/
How identity and permissions become the blast-radius boundary for LLMs scworld.com/perspective/... via SCMagazine
#Identity #Application #security #AI #ML #LLMs
📰 Reddit r/MachineLearning
I built ALHR: A tree based sparse attention system that achieves sub-quadratic inference while retaining accuracy. [P]
https://www.reddit.com/r/MachineLearning/comments/1x1lem3/i_built_alhr_a_tree_based_sparse_attention_system/
📰 Reddit r/MachineLearning
[2610.08927] Can AI Agents Make Open-Ended Scientific Discovery? Evidence from Station
https://www.reddit.com/r/MachineLearning/comments/1x1lbrm/261008927_can_ai_agents_make_openended_scientific/
📰 Reddit r/MachineLearning
Integrum - Reflection based MCP server from any Python Module/Library [P]
https://www.reddit.com/r/MachineLearning/comments/1x1tt7m/integrum_reflection_based_mcp_server_from_any/
📰 Reddit r/LocalLLaMA
A 24KB stand-alone HTML-LLM that can generate consistent stories
https://www.reddit.com/r/LocalLLaMA/comments/1x1obep/a_24kb_standalone_htmlllm_that_can_generate/
📰 Reddit r/LocalLLaMA
Tested Mellum2.1-12B-A2.5B on PI Coding Agent - surprisingly usable, but not great at one-shot projects
https://www.reddit.com/r/LocalLLaMA/comments/1x1owjv/tested_mellum2112ba25b_on_pi_coding_agent/
📰 Reddit r/LocalLLaMA
GitHub - google-ai-edge/ml-drift: GPU-Accelerated AI/ML Inference
https://www.reddit.com/r/LocalLLaMA/comments/1x1owzm/github_googleaiedgemldrift_gpuaccelerated_aiml/
📰 Reddit r/LocalLLaMA
OpenAI's math findings built on stolen user data
https://www.reddit.com/r/LocalLLaMA/comments/1x1rk4o/openais_math_findings_built_on_stolen_user_data/
So many teams skip testing the difficult inputs because it feels expensive or risky. InferProbe changes that — local, private, zero-cost edge case testing.
Which edge case have you been quietly avoiding in your models?
Building InferProbe so ML engineers can test endpoints locally without worrying about cost, privacy leaks or slow feedback loops. Real perturbations, honest answers.
What would make your testing workflow feel truly unstoppable?
UAC-0099 Targets Ukrainian Government Personnel With ASHVEIN RAT Hiding Commands in HTML
The Russia-aligned threat actor known as UAC-0099 has been attributed to a previously undocumented .NET infostealer and remote access trojan (RAT) codenamed ASHVEIN.
According to TrendAI…
#hackernews #ml #news
Boris FX Samplitude 2026.5 Adds Spatial Panner and AI Stem Separation!...
#stereo #audio #audioengineer #audioengineering #plugins #audiotech #homestudio #mixing #mastering #proaudio #studio #DES #unmix #demix #stems #ML #upmix #music #remix #DAW #producer
📰 Reddit r/LocalLLaMA
I made a portable AI memory format that transfers both context and skill
https://www.reddit.com/r/LocalLLaMA/comments/1x1j2lx/i_made_a_portable_ai_memory_format_that_transfers/
📰 Reddit r/LocalLLaMA
Qwen3.8-Flash-Next-GSQ-RCO (IQ3_S): ~20-30 tok/sec decode & 300-90k tok/sec prefill on 12GB VRAM + 32GB RAM + NVME
https://www.reddit.com/r/LocalLLaMA/comments/1x1mzsg/qwen38flashnextgsqrco_iq3_s_2030_toksec_decode/
📰 Reddit r/LocalLLaMA
lightonai/LightOnOCR-3-4B · Hugging Face
https://www.reddit.com/r/LocalLLaMA/comments/1x1jdsk/lightonailightonocr34b_hugging_face/
📰 Reddit r/LocalLLaMA
Qwen-Image-2.1-Turbo released!
https://www.reddit.com/r/LocalLLaMA/comments/1x1lclx/qwenimage21turbo_released/