AI tools, cybersecurity and development news aggregated from top sources — saved permanently with unique URLs.
Stop traumatizing AI into loops and turn hallucinations into an honest "I don't know!" by being NICE to them (Proof of Concept, Research, I don't want to sell anything)
TL;DR Some AI behavior reminded me of ADHD/Trauma Response (thought loops, task paralysis...) and I …
How Qwen3.6-35B-A3B fails differently as a sub agent compared to solo
Been running Qwen3.6-35B-A3B as a sub agent on a single 4090 for a few weeks. The failure modes are …
Advice on local coding setup
Just got an RTX 3090 to go with my Intel Core 9 Ultra 285K CPU and 32 GB of DDR5 6000 ram. I want to…
DGX Spark, Strix Halo prices increased (doubled)??
Anyone noticing any jump in the prices???? I wonder if this means local AI hardware is suddenly gett…
Single 3090 with Q4 Qwen 27B, context dropped from 137k to 14k with MTP enabled. Is it normal?
Note: Latest version of llama.cpp (b4c0549a49be9e6dc59ac9d0a5bc21dbda910774) My run command: ``` lla…
Cactus Hybrid Router: Gemma4-2B can match Gemini-3.1-Flash-Lite by routing 15-55% of tasks to Gemini And Running The Rest Locally.
Last week, we announced the “Simple Attention Network” and trained Needle, a 26m function call model…
Small comparison on full compute performance (Anima) of 5090 (600,475 and 400W) vs 6000 PRO MaxQ (325W), and 6000 PRO WS/SE (600W).
Hello guys, hoping you're doing fine! After selling some cards, I got a 6000 PRO MaxQ, which it's po…
$400 Qwen 3.6-27B Setup - Dual RTX 3060 - 30-50 t/s
I picked up a 7900 XTX earlier which runs qwen3.6-27b fine, but not to my like. Its compute performa…
Quale - a tool to help LLMs not do dumb stuff
It's a grammar free, language agnostic code analyser. LLMs don't know your repo's file layout. They …
Fast little local memory retriever for Hermes
As title says. Looking for suggestions of a good memory retriever (for use with hindsight/hermes) id…
A rare look inside Qwen 3.7’s open source model release approval process:
For real tho, 9b, 27b, 122b, I don’t really care at this point, just show us that you still love us.…
PrismML just released Binary and Ternary Bonsai Image 4B: 1-bit/ternary text-to-image diffusion transformers that can even run 100% locally in your browser on WebGPU.
The PrismML team really cooked with these models. They're only ~3GB in size (compared to FLUX.2 Klei…