Junghwan Lim

CEO & CTO @motif_tech

[Junghwan Lim @junghwan_l]

@InfronAI 🔗 Motif-3 on Infron: https://t.co/tcwdaUcBDj

🔗 Motif-3 Technical report: https://t.co/TW9YhppyxZ

[Junghwan Lim @junghwan_l]

Motif 3 is now public and available through an API for the first time. We've been heads-down on research. Now that you can build with it, we'd love to hear where it shines and where we can improve. Your feedback will shape what we build next.

Free on @InfronAI through Sep 29.

[Infron @InfronAI]

Motif 3 scores 35.3 on tau-3 Banking, ahead of DeepSeek V4 Pro in @motif_tech's published comparison: https://t.co/TjbARgL5RB

It activates just 13.2B parameters per token.

Free access on Infron. Report and API details in the first reply.

[leo 🐾 @synthwavedd]

I am told the Hodge Conjecture is very close to being verified by OpenAI, and that one of OpenAI or Anthropic are also close to solving Birch-Swinnerton-Dyer. The race to be 'next' behind the scenes is unlike anything I've had described to me before

If true - and it may not be, given the scale of the rumour mill right now - it could mean 3 Millennium Problems fall in the space of a month. Crazy times

[Rand @rand_longevity]

the Hodge conjecture has been solved

[Nathan Lambert @natolambert]

While everyone is raging at me for defending OpenAI/Anthropic in one narrow area, we have got loads of new, fun, and powerful open models. A far better place than your attention than frontier lab drama.

[SemiAnalysis @SemiAnalysis_]

Korea’s Trillion-Dollar Sovereign AI Investment: Nvidia Wins, Hynix Loses
Korea hosts a Squid Games, National AI Tournament,
the best non-Chinese open source model gets eliminated,
why Nvidia needs open source, implications for Hynix and Samsung

https://t.co/E3eiJx4VzN

[SuSu_酥酥👅 @NFT_Chen]

💥最新 AI 模型梯队排行榜08/31：中国模型全面紧追，第一梯队门口已挤满中国模型！

🔹夯：Opus 5 / GPT-5.6 SOL / Grok 4.6 / Kimi K3

🔹顶级：DeepSeek V4 Flash / GLM-5.3 / Qwen3.8 2.4T A95B / GLM-5.3-Flash / Hy-4 Preview / Qwen-3.8-Flash-Next

🔹人上人：GPT-5.6 Terra / Qwen3.8 27B / Motif3 / MiniMax-M3 / Ornith-1.5

🔹NPC：DeepSeek V4 Pro / GPT-5.6 Luna / mimo V2.5 Pro / Muse Spark 1.2

🔹拉完了：Gemini 3.7 Flash / Sonnet 5 / thinking / Nemotron 3 Ultra / Hy3 / Muse Glimmer

🔹落伍了：Gemini 3.6 Flash / Gemini 3.5 Flash / Haiku-4.5 / Mistral Medium 3.5 / Nemotron 3.5 Lightning

GLM-5.3-Flash、Hy-4 Preview、Qwen-3.8-Flash-Next 已贴身紧逼第一梯队，Kimi 直接站上夯位。Gemini 3.7/3.6/3.5 整建制掉到后面。格局变了。

#AI梯队 #中国大模型 #GLM53Flash #Hy4 #Qwen38 #KimiK3 #DeepSeek #Gemini掉队 #08月31日榜单 #从夯到拉

[Motif Technologies @motif_tech]

📢 About Motif 3📢
▪️ Decoder-only MoE language model with 314B parameters, 13.2B active.
▪️ Scored 47 on @ArtificialAnlys Intelligence Index, 5th among all open-weight models, ahead of @MiniMax_AI M3, @thinkymachines Inkling, @nvidia Nemotron, and all other models developed outside of China.
▪️ Built from scratch around a novel attention architecture (GDLA) and trained on only 768 B200s in ~5 months.
▪️ MIT license.

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[Motif Technologies @motif_tech]

Jisoo Lee, one of the driving forces behind Motif 3, will share the story of its development journey and how NVIDIA technologies were leveraged along the way.

If you’re interested, register for the session below!

⏰ Time: Wednesday, August 26, 2:00–3:00 PM
📌 Register here: https://t.co/MgXUsmX2xH

Motif 3 개발의 주역이신 이지수님께서 Motif 3 개발 여정과 Nvidia 기술들을 어떻게 활용했는지에 대해서 설명해주실 예정입니다.

관심있으신 분들은 아래 링크에서 일정 등록하세요!

⏰ 일시 : 8월 26일(수) 오후 2시 - 3시
📌 일정 등록하기: https://t.co/MgXUsmX2xH

[하GPT 하정우 @JungWooHa2]

글로벌 가장 널리 인정받는 AAII가 한국을 명실공히 AI 레이스 No.3 국가로 인정하고 있습니다. 국가 AI 전략과 #혁신역량 보유 국내 #독파모 기업들이 함께 만든 성과입니다. 앞으로도 규모 무관 가장 혁신적이고 능력과 의지가 있는 기업에 집중 지원 투자해서 경쟁력을 높여가야 겠습니다.

[Artificial Analysis @ArtificialAnlys]

South Korea has once again established a clear #3 position in the global AI race, trailing only the United States and China. The depth and vibrancy of Korea’s AI ecosystem is supported by strong domestic talent, public investment, and the incentives created by Korea’s Sovereign AI Foundation Model project

A number of South Korean labs, including Motif Technologies, Upstage, SK Telecom, and LG AI Research, have now scored above 30 on the Artificial Analysis Intelligence Index. This concentration of competitive model developers highlights the growing density of Korea’s domestic AI ecosystem. Among them, Motif Technologies and Upstage have models scoring above 40, making them the highest-scoring models on the Intelligence Index developed outside the United States and China.

Leading models from each lab include:

➤ Motif Technologies’ Motif 3 scored 47 on the Intelligence Index (314B total parameters, 13B active; open weights).

➤ Upstage’s Solar Pro 4 scored 42 on the Intelligence Index. It is a proprietary reasoning model.

➤ SK Telecom’s A.X K2 scored 35 on the Intelligence Index (692B total parameters, 33B active; open weights).

➤ LG AI Research’s K-EXAONE 2.0 scored 31 on the Intelligence Index (750B total parameters, 37B active; open weights).

Outside the competition, Korea’s model-development ecosystem has continued to broaden. Trillion Labs, Korea Telecom (KT), and other AI labs are building out their own model families, adding to a domestic field that is considerably deeper and more competitive than it was a year ago.

[Junghwan Lim @junghwan_l]

@lohaswinner @golbin 안타깝지만, 저희가 직접 제공하는건 어렵습니다..

대규모 GPU를 확보한 회사들과 협력하려 API 제공을 준비하고 있습니다

관심 감사드립니다

[Junghwan Lim @junghwan_l]

@golbin 별개로 정부지원 gpu는 독파모 사업이 끝남과 동시에 다 회수해가고 다음차수에 선발된 회사들에게 다시 분배해줍니다

저희는 저희 모델을 내부적으로 쓰고싶어도 못쓰는 상황이라 오해가 없으시길 바랍니다

[Junghwan Lim @junghwan_l]

@golbin 안녕하세요. 말씀해주신 “정부의 지원을 받은 모델”과 “사용하게 해 달라고 말해봤지만 ... 제공할 수 없다고 했다”에 해당되는 회사 이름을 명시해주실 수 있을까요?

[AfterQuery @AfterQuery]

Congratulations to the @motif_tech team on the release of Motif 3!

AfterQuery is proud to have served as the sole data partner on this model.

[spaceman 🚀🛰️🌌 @spacepope]

in the last 24 hours
🇰🇷Korea finally can into AI w/ Motif 3
🇺🇸US: Grok 4.6, Gemini Flash 3.7
then suddenly🇨🇳China: Qwen3.8 Max, Qwen3.8 27B, GLM5.3, Deepseek v4 Pro 0813, dots3-note

Does China perhaps hold a bit of a grudge against SK? or Elon? cuz theyre lookin a bit salty rn😂

[DailyPapers @HuggingPapers]

Motif 3

A 314B-parameter MoE language model with only 13.2B active parameters per token, trained on 12.5T tokens with a novel Grouped Differential Latent Attention.

[Artificial Intelligence Papers @SciFi]

Motif 3: Technical Report

Junghwan Lim, Joon Son Chung, Sungmin Lee, Wai Ting Cheung, Gihun Cho, Minsu Ha, Sangho Kang, Beomgyu Kim, Dongseok Kim, Jangwoong Kim, Taehyun Kim, Taewhan Kim, Jeesoo Lee, Jeongdoo Lee, Junhyeok Lee, Dongpin Oh, …
https://t.co/kM7F23MBTU [𝚌𝚜.𝙰𝙸]

[David Bennett @DavidBennett__]

Proud to have @motif_tech’s new model, Motif 3, on our ai& inference platform today.

@aiand_ are proud launch partners and excited about where sovereign AI is going.

Thanks to the Motif team, my co-founder @hara_shimpei, and all the team for the hard work to make this happen.