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Lucas Atkins

Arcee AI author of the Trinity model launch posts and co-author of the Arcee Trinity Large technical report

  • Author of Arcee AI's model launch posts and co-author of its Trinity Large technical report, Arcee AI456

Lucas Atkins writes Arcee AI's model announcements, including the posts that introduced AFM-4.5B, Trinity Mini, Trinity Large and Trinity-Large-Thinking, and is the final listed author of the Arcee Trinity Large Technical Report (2026). Atkins co-authored Arcee's Genesis-Science-1 announcement in 2026.123465

Work at Arcee AI

Atkins wrote Arcee AI's July 2025 post taking AFM-4.5B out of preview and releasing the weights of AFM-4.5B and AFM-4.5B-Base on Hugging Face. In December 2025, Atkins wrote "The Trinity Manifesto", which explained Arcee's move into pretraining its own models and introduced Trinity Mini and Trinity Nano Preview.12

Atkins's January 2026 post on Trinity Large described its architecture, sparsity and training at scale, and the April 2026 post announced Trinity-Large-Thinking, a reasoning checkpoint aimed at multi-turn tool calling and long-running agent loops. With Mark McQuade, Atkins co-authored Arcee's July 2026 post on Genesis-Science-1, an open model for scientific research developed with the U.S. Department of Energy.345

Research

Atkins is the final listed author of the Arcee Trinity Large Technical Report (February 2026), whose author list also includes Mark McQuade and contributors from DatologyAI and Prime Intellect. Earlier, Atkins co-authored "Spectrum: Targeted Training on Signal to Noise Ratio" (2024) and a 2024 study on domain adaptation of Llama-3-70B-Instruct through continual pre-training and model merging.678

Work

Career timeline

  1. Jun 7, 2024

    Co-authored "Spectrum - Targeted Training on Signal to Noise Ratio" on arXiv.7

  2. Jun 21, 2024

    Co-authored a study on domain adaptation of Llama-3-70B-Instruct with continual pre-training and model merging.8

  3. Jul 29, 2025

    Announced the official launch of AFM-4.5B and the release of its weights on Hugging Face.1

  4. Dec 1, 2025

    Published "The Trinity Manifesto", introducing Trinity Mini and Trinity Nano Preview.2

  5. Jan 27, 2026

    Published Arcee AI's deep-dive post on Trinity Large.3

  6. Feb 19, 2026

    Posted the Arcee Trinity Large Technical Report as its final listed author.6

  7. Apr 1, 2026

    Announced Trinity-Large-Thinking with open weights under the Apache 2.0 license.4

  8. Jul 22, 2026

    Co-authored Arcee AI's announcement of Genesis-Science-1 with the Department of Energy.5

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References · reviewed Oct 22, 2026

  1. 1.
    Announcing the Official Launch of AFM-4.5B (Arcee AI blog) (external site: arcee.ai)

    Arcee AI · Announcement · published Jul 29, 2025 · accessed Oct 22, 2026

  2. 2.
    The Trinity Manifesto: Introducing Trinity Mini (Arcee AI blog) (external site: arcee.ai)

    Arcee AI · Announcement · published Dec 1, 2025 · accessed Oct 22, 2026

  3. 3.
    Trinity Large (Arcee AI blog) (external site: arcee.ai)

    Arcee AI · Announcement · published Jan 27, 2026 · accessed Oct 22, 2026

  4. 4.
    Trinity-Large-Thinking: Scaling an Open Source Frontier Agent (Arcee AI blog) (external site: arcee.ai)

    Arcee AI · Announcement · published Apr 1, 2026 · accessed Oct 22, 2026

  5. 5.
    Genesis-Science-1 (Arcee AI blog) (external site: arcee.ai)

    Arcee AI · Announcement · published Jul 22, 2026 · accessed Oct 22, 2026

  6. 6.
    Arcee Trinity Large Technical Report (arXiv 2602.17004) (external site: arxiv.org)

    arXiv · Paper · published Feb 19, 2026 · accessed Oct 22, 2026

  7. 7.
  8. 8.

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