VIDRAFT

Korean AI lab. Darwin models #1 on 10 official HF benchmarks. POCKET runs 180B on a laptop, no GPU. Evolutionary merging · ZTC · RSI 🇰🇷

[VIDRAFT @VIDRAFT_ai]

The Open Quantum Challenge is live. Enter with a GPU and an open harness, no quantum hardware needed.

S1: Fermi-Hubbard ground-state energy (to Feb 28)
S2: surface-code QEC decoder (Feb 10 to Mar 31)
$1,000 per season, auto-scored.

https://t.co/8IItjbS8An

[VIDRAFT @VIDRAFT_ai]

POCKET-35B-GGUF has about 1.5 million downloads on Hugging Face. Thank you to everyone running it on their own machines.

[VIDRAFT @VIDRAFT_ai]

100% on AIME 2026. Darwin-180B-RSI solved all 30 problems of this year's American Invitational Mathematics Examination, a perfect score and #1 on the official Hugging Face leaderboard.

Model: https://t.co/AZVkVA36b1
Leaderboard: https://t.co/GOmlvj4Sy5

[VIDRAFT @VIDRAFT_ai]

100% on AIME 2026. Darwin-180B-RSI solved all 30 problems of this year's American Invitational Mathematics Examination, a perfect score and #1 on the official Hugging Face leaderboard.

Model: https://t.co/AZVkVA36b1
Leaderboard: https://t.co/GOmlvj4Sy5

[VIDRAFT @VIDRAFT_ai]

Decide Live: zero-token decisions from your camera and microphone, right in the browser.

An EmbeddingGemma 2 model tuned for decisions scores the options on every frame with WebGPU. No server, no API call. Frames and audio never leave the device.

https://t.co/8yNme4rCKY

[VIDRAFT @VIDRAFT_ai]

Decide Live: zero-token decisions from your camera and microphone, right in the browser.

An EmbeddingGemma 2 model tuned for decisions scores the options on every frame with WebGPU. No server, no API call. Frames and audio never leave the device.

https://t.co/8yNme4rCKY

[VIDRAFT @VIDRAFT_ai]

Both seasons of the Open Quantum Challenge launch today on Hugging Face. Quantum simulation and QEC decoding on a GPU, with no quantum computer needed. The total prize is 2,000 USD.

https://t.co/8IItjbS8An

[VIDRAFT @VIDRAFT_ai]

The Open Quantum Challenge is live. Enter with a GPU and an open harness, no quantum hardware needed.

S1: Fermi-Hubbard ground-state energy (to Feb 28)
S2: surface-code QEC decoder (Feb 10 to Mar 31)
$1,000 per season, auto-scored.

https://t.co/8IItjbS8An

[VIDRAFT @VIDRAFT_ai]

MMMU-Pro: college-level questions that need both an image and text to answer, from art to engineering. #1 on the official Hugging Face leaderboard: Darwin-180B-RSI, 79.48%.

Model: https://t.co/AZVkVA36b1
Leaderboard: https://t.co/FhLO5MSwrA

[VIDRAFT @VIDRAFT_ai]

MMMU-Pro: college-level questions that need both an image and text to answer, from art to engineering. #1 on the official Hugging Face leaderboard: Darwin-180B-RSI, 79.48%.

Model: https://t.co/AZVkVA36b1
Leaderboard: https://t.co/FhLO5MSwrA

[VIDRAFT @VIDRAFT_ai]

MMLU-Pro: about 12,000 questions in 14 fields with 10 options each, so reasoning counts more than guessing. #1 on the official Hugging Face leaderboard (141 entries): Darwin-180B-RSI, 88.12%.

Model: https://t.co/AZVkVA36b1
Leaderboard: https://t.co/XMgIQ6EbAt

[VIDRAFT @VIDRAFT_ai]

MMLU-Pro: about 12,000 questions in 14 fields with 10 options each, so reasoning counts more than guessing. #1 on the official Hugging Face leaderboard (141 entries): Darwin-180B-RSI, 88.12%.

Model: https://t.co/AZVkVA36b1
Leaderboard: https://t.co/XMgIQ6EbAt

[VIDRAFT @VIDRAFT_ai]

S1MB is a 137-benchmark leaderboard for System One decision models. It scores how a model handles Noul, Choice, and Score tasks, then ranks models with a Borda score.
On the public leaderboard of 102 models, VIDRAFT’s Darwin ZTC v2 is #1. https://t.co/iargVnry6l

[VIDRAFT @VIDRAFT_ai]

Most GraphRAG tools retrieve and generate. ONGRID adds the step everyone skips: decision, telling you whether the answer is actually true.

Open source (Apache-2.0):
https://t.co/MRRD8SLwVX

⭐ if useful

[VIDRAFT @VIDRAFT_ai]

A Korean startup now leads S1MB, the 137-benchmark leaderboard for System One decision models. VIDRAFT's Darwin ZTC v2 ranks #1 of 102 models (Borda 89.58, task avg 66.46), ahead of OpenJev-27B, AutoJev-27B and the official Jev 1.13 (#5, 85.05).

https://t.co/Sxk6H7ULw5

[VIDRAFT @VIDRAFT_ai]

GPQA Diamond: 198 graduate-level science questions written by PhD experts and built to resist web search. #1 on the official Hugging Face leaderboard (111 entries): Darwin-180B-RSI, 94.44%.

Model: https://t.co/AZVkVA36b1
Leaderboard: https://t.co/KodIRQ3oz3

[VIDRAFT @VIDRAFT_ai]

Congrats to TypeSafe AI on its $870M Series A. Decision models are now a major AI category.

An open-weight option: VIDRAFT's Darwin ZTC v2 is #1 of 102 models on the public S1MB leaderboard (Borda 89.58), and runs on your own servers.

https://t.co/Sxk6H7ULw5

[VIDRAFT @VIDRAFT_ai]

Congrats to TypeSafe AI on its $870M Series A. Decision models are now a major AI category.

An open-weight option: VIDRAFT's Darwin ZTC v2 is #1 of 102 models on the public S1MB leaderboard (Borda 89.58), and runs on your own servers.

https://t.co/Sxk6H7ULw5

[VIDRAFT @VIDRAFT_ai]

Meet ONGRID 🌌 an open Ontology·Graph·Decision engine.

Your documents become a 3D knowledge graph. Ask in natural language, get an answer grounded in the graph, and verified by ZTC in zero tokens.

Live demo 👇
https://t.co/bsIY0Wcctv

[Alphana @0xAlphana]

@VIDRAFT_ai Congrats on topping S1MB. We submitted full 137/137 runs for GLiDE and clef-27b there too. One thing we found: no model won every dimension, and stability under a planted sentence varied a lot. Curious how Darwin holds up: https://t.co/qdsOhlhR7L