Kedr

ok yeah

Sam Altman says its bad that everyone's personal computers are using the world's limited supply of memory chips. "It’s quite terrible to have everybody have a bunch of the world’s limited supply of DRAMs sitting in their own computer, and being used 5% of the time. Like, you want maximum utilization."

Do not do the Qwen.

Other copycat channels learned the Sinaboto lesson and took their obfuscation one step up. Momomakes has provided videos showing the animation process. The catch? It's Astra computer use. The videos make absolutely no sense, but they can fool the untrained viewer.

we're so cooked

if you have a qwen3.5 4b around, please try steering neurons L14 N8949 +1 and L13 N7956 -1 now you have evil qwen recipe: dose × median(‖resid‖ leaving layer L, tokens 1:) / ‖W_down[:, n]‖` at the down_proj at every input

I found a neuron that makes the model green.

We found DeepSeek V4.1 Flash 1017 beats GPT 6 Sol on our multi-step offensive cybersecurity task. Sol was tested via the Daybreak trusted access program. We have been building a cybersecurity benchmark based on simulated corporate networks. This is a valuable indicator for the cyber-risk a model poses if in the hands of a bad actor. We plan to make the full evaluation public in the coming weeks but wanted to share our first immediate finding here.

Today we’re releasing Muse Spark Open, the most capable US open-weight model to date. Built for coding and agentic work, it excels at long-horizon tasks, complex software engineering, and multi-step reasoning. Key Model Specs: → 816B total / 42B active parameters → 1M token context window → Natively multimodal across text, image, video, audio