Deniz

department of compartmentalization.

[Guanghan Ning @quietnning]

Jonathan Blow’s latest puzzle game Order of the Sinking Star is finally released!

A decade ago, The Witness came out; as a tribute to this legendary puzzle game, we introduce our work today: Witness-Inspired Testbed of Novel Environments with Symbolic Structure (WITNESS).

We show that interactive discovery of unseen rules in unfamiliar environments is a major difficulty for frontier models like Opus-5 and GPT-6, while smaller models further struggle with rule-based execution.

Our experiments also indicate that RL on hidden-rule puzzles transfers to broader rules and real-world tasks beyond training.

🧵 Long thread [0/n].

[Deniz @seaandoldman]

@bluebottleroast you are incredibly understaffed in your market street location

[Deniz @seaandoldman]

@marksaroufim congrats legend @marksaroufim

[Nicolai Ouporov @nicoup]

Honored to be co-hosting and judging the OpenEnv Hackathon with @Meta Superintelligence Labs, @PyTorch, @huggingface & more.

If you want to break into RL envs and post-training (also maybe win the 10k prize @fleet_ai is sponsoring), this is the best place to start!

[Deniz @seaandoldman]

@nicoup @fleet_ai 🐾

[Deniz @seaandoldman]

Wordle 498 3/6

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[Deniz @seaandoldman]

@ramsri_goutham @OpenAI Curios if any of the startups provide a real time solution?

[Deniz @seaandoldman]

@typesfast @DJSnM Very cool. Thanks for sharing

[Deniz @seaandoldman]

Steps down. Wordle 460 5/6

⬛🟨⬛⬛🟩
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⬛⬛🟩🟩🟩
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🟩🟩🟩🟩🟩

[Deniz @seaandoldman]

The Elusive Future of San Francisco’s Fog https://t.co/zkyDg9qMRp

[Deniz @seaandoldman]

@ManMadeMoon

[Deniz @seaandoldman]

@MikeIsaac Is that a good thing?

[Deniz @seaandoldman]

@bbmind @brianschatz @kyrstensinema It is a rhetorical question Bart.

[Deniz @seaandoldman]

A Werner Herzog fiction narrated by Werner Herzog? Yes, please.

[Deniz @seaandoldman]

Chesa Boudin Recall: How San Francisco Became a Failed City - The Atlantic https://t.co/NuypmMHh58

[Deniz @seaandoldman]

My ppl

[Eren Bali @erenbali]

Oh fuck, she’s Turkish.

[Deniz @seaandoldman]

Bye!

[Be A King @BerniceKing]

Please share this quote from my father through #MLKDay2022:

“I think the tragedy is that we have a Congress with a Senate that has a minority of misguided senators who will use the filibuster to keep the majority of people from even voting.”

@LeaderMcConnell @SenatorSinema