dlo

blacklisting nouveau drivers

[dlo @dloob6]

@Laz4rz can't blame you

[Greg Kamradt @GregKamradt]

.@tufalabs just open sourced their 1st place notebook 👀

[Machine Learning Street Talk @MLStreetTalk]

ARC-AGI-3 is built different, it has dumbfounded almost all regular attempts so far because it's so much harder than anything that came before. It has no rules, it's agentic and has no explicit goals, they need to be discovered.

@tufalabs won the first milestone of @arcprize

> There is no language built into the benchmark, but these guys "put the language back in", because in their view - it's the best way to climb up the notional "abstraction mountain" and effectively use many of the abstractions which have evolved over millions of years of language evolution.

> They built a novel harness "The Duck" around a 27B open weights model (Qwen 3.6) to solve extremely challenging and novel reasoning problems that require abstraction.

> This is the launch video of their winning agentic harness, "The Duck". We have also released an exclusive interview with them on MLST, just dropped.

> The million dollar question is: what will @fchollet think about how they've done it, and is this a step towards AGI?

[dlo @dloob6]

@MLStreetTalk @tufalabs @arcprize proud of our work!

[Tufalabs @tufalabs]

Our winning solution to the ARC-AGI-3 Milestone 1 is now open-source: the Duck harness, built on Qwen 3.6 27B 🦆🔥

ARC-AGI-3 is interactive with no rules explained, the agent has to figure out the goal itself. We hit 1.21% with our lightweight harness.

Links below 👇

[dlo @dloob6]

@_xjdr when you say fp8 experts do you mean weights or weights and activations?

[dlo @dloob6]

@giffmana lovely rapper's town yo

[dlo @dloob6]

@Dorialexander @AndrasCzeizel not true actually

[dlo @dloob6]

@yacineMTB recommendation is search with an empty query

[dlo @dloob6]

@DriesSmit1 brilliant!

[dlo @dloob6]

@arcprize @tufalabs let's go!

[dlo @dloob6]

@snwy_me embeddings issue

[dlo @dloob6]

@_arohan_ embeddings

[dlo @dloob6]

@tenderizzation mechinterp ppl in shambles

[dlo @dloob6]

@giffmana successfully updated nvidia drivers no way, that's agi

[dlo @dloob6]

@jeremyphoward @pli_cachete surprising how many people working in ai are confused by this story

[dlo @dloob6]

@_xjdr sick, thanks

[dlo @dloob6]

@kimmonismus yes unusable. simply ignores half of the prompt/conversation

[dlo @dloob6]

@yifanzhang_ muon and shampoo don't use any of these though

[dlo @dloob6]

@code_star yeah quadratic attention is a blessing in that regards.