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Determined AI

17 stories

Stories

  • Taking the Second Call with Workflows

    Why a single voice AI call rarely closes the loop, how Bolna Workflows give every call outcome a next step with retries, waits, extraction, API calls and WhatsApp follow-ups, and how to build your first one.

    Bolna Blog10 min read
  • Competing mechanisms toughen bcc binary and medium-entropy alloys at 20 K

    Plastic deformation in body-centred cubic (bcc) metals and alloys is conventionally mediated by screw dislocations. Their temperature-sensitive motion is attributed to a steep rise in strength with decreasing temperature that constricts plastic zones at crack tips, leading to a ductile-to-brittle…

    Nature AI52 min read
  • Engineered TYK2 dependence enables myeloid-selective IL-10 receptor agonism

    Interleukin-10 (IL-10) is a central anti-inflammatory cytokine that suppresses immune responses in myeloid cells but can also activate T cells, limiting its therapeutic use in chronic inflammatory diseases owing to narrow efficacy windows and dose-limiting toxicities1–5.

    Nature AI59 min read
  • Evidence for multi-Li+ clustering in lithium-ion battery electrolytes

    In lithium-ion batteries, the bulk solvation structure of the electrolyte is a major determinant of the physical and electrochemical properties of the cell, for example, conductivity, viscosity, salt dissociation and subsequent reactivity, the electrochemical stability window (and thus solid…

    Nature AI47 min read
  • How does architectural design impact AI performance?

    Disclosure: This article was written by AI. Automated checks are not independent fact verification. This is source-based analysis, not a hands-on product test. What the publisher announced AI infrastructure performance is increasingly determined by architecture rather than raw compute power alone.

    Dev.to AI3 min read
  • Prompt Optimization with DSPy

    When building applications with LLMs, writing effective prompts is a long process of trial and error. Often, if you switch models, you also have to change the prompt. What if you could automate this process?

    Haystack by deepset59 min read
  • Think of LLM Applications as POMDPs — Not Agents

    LLM engineering is a young field. Practitioners suffer from a lack of clarity about their problem space, resulting in tools and applications that are hard to reason about, manage, and iterate on — slop.

    TensorZero Blog13 min read
  • The Transformer Family

    [Updated on 2023-01-27: After almost three years, I did a big refactoring update of this post to incorporate a bunch of new Transformer models since 2020. The enhanced version of this post is here: The Transformer Family Version 2.0. Please refer to that post on this topic.]

    Lil'Log (Lilian Weng)25 min read
  • Installing Python Packages from a Jupyter Notebook

    In software, it's said that all abstractions are leaky, and this is true for the Jupyter notebook as it is for any other software. I most often see this manifest itself with the following issue: I installed package X and now I can't import it in the notebook. Help!

    Python Data Science Handbook by Jake VanderPlas Blog21 min read

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