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Long Lian
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@LongTonyLian

Long Lian

@LongTonyLian
Researcher at @thinkymachines. EECS @berkeley_ai. RL for reasoning and agentic systems with LLMs/VLMs. Opinions are my own. Prev: @AIatMeta, @nvidia.
San Francisco, CA
tonylian.com
Joined July 2022
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  • Pinned
    @LongTonyLian
    Long Lian
    @LongTonyLian
    Jul 6
    ThreadWeaver 🧵⚡️ is accepted for an oral presentation at #ICML2026 🎉 ThreadWeaver achieves faster reasoning end-to-end though multiple reasoning agents efficiently working together. Come to our talk at Thursday, Jul 9, 10 AM and poster at 2:30 PM!
    @LongTonyLian
    Long Lian
    @LongTonyLian
    Apr 8
    Our parallel reasoning project ThreadWeaver is now open-sourced 🎉! Check out our Data Gen/SFT/RL recipe at github.com/facebookresear… In case you don't know, ThreadWeaver 🧵⚡️ is the first parallel reasoning method to achieve comparable reasoning performance to widely-used
    2
  • @LongTonyLian
    Long Lian
    @LongTonyLian
    Aug 21
    Try it out for free and feel free to DM me your feedbacks!
    @thinkymachines
    Thinking Machines
    @thinkymachines
    Aug 21
    We want to improve Inkling’s agentic performance. To help us understand its real-world behavior, we are making it available for free on OpenRouter (only with agentic harnesses) for the next few weeks, starting now. We’ll use the data, disassociated from accounts, to better it.
    1
  • @LongTonyLian
    Long Lian
    @LongTonyLian
    Jul 15
    Honored to be in the agentic efforts in Inkling. I felt those sleepless nights were well-spent. Inkling is just a checkpoint of our progress for the foundation model effort started this January. This is just a preview, and the best is yet to come. ✨
    @thinkymachines
    Thinking Machines
    @thinkymachines
    Jul 15
    Today, we are introducing Inkling. Inkling reasons efficiently across text, image, and audio modalities. We are making the full weights available. thinkingmachines.ai/news/introduci… Available today for fine-tuning on Tinker. Play with it in the Inkling Playground. 🧵
    7
  • @LongTonyLian
    Long Lian
    @LongTonyLian
    Jul 15
    应可灵!✨应可灵!✨ bling bling bling✨
    @thinkymachines
    Thinking Machines
    @thinkymachines
    Jul 15
    Today, we are introducing Inkling. Inkling reasons efficiently across text, image, and audio modalities. We are making the full weights available. thinkingmachines.ai/news/introduci… Available today for fine-tuning on Tinker. Play with it in the Inkling Playground. 🧵
    21
  • @LongTonyLian
    Long Lian
    @LongTonyLian
    May 12
    Thinky’s new interaction models perform search in the background when listening and responding so you don’t notice! Also per request: Spoiler Alert 🚨
    @thinkymachines
    Thinking Machines
    @thinkymachines
    May 11
    Replying to @thinkymachines
    The model can multi-task! Long thinks the model knows everything, but the model actually searched while listening and responding to him so he didn't notice.
    Image
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    2
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