1. Jun 28, 2024We propose a novel persona-driven data synthesis methodology that leverages various perspectives within a large language model (LLM) to create diverse synthetic data. To fully exploit this methodology at scale, we introduce Persona Hub -- a collection of 1 billion diverse personas automatically curated from web data. These 1 billion personas (~13% of the world's total population), acting as ...
  2. scalingsynthesis.com

    Jun 7, 2023How do you scale and distribute synthesis? Last updated June 7, 2023. #Question # Scaling synthesis by focusing on individual synthesis and allowing distributed synthesis out of band A common assumption from builders is that the answer is to focus on individual synthesis with the expectation that distributed synthesis will happen out of band.
  3. scalingsynthesis.com

    scalingsynthesis.com

    https://scalingsynthesis.com

    How do you scale and distribute synthesis; How might we navigate the structure now or later tradeoffs; Designing for ambient review is a rich opportunity space; A DSL for a discourse graph with information entry, visualization, and retrieval; Search as a primitive; For broader context about what we are doing and why: What is a decentralized ...
  4. pharmafeatures.com

    Jan 15, 2025Scaling up API synthesis is a multidisciplinary challenge that demands innovation, precision, and accountability. From optimizing chemical pathways to engineering industrial processes and navigating regulatory landscapes, each step requires careful planning and execution. At its core, the scale-up process is about more than producing APIs at ...
  5. May 23, 2024It seeks to translate system behaviors expressed in Linear-Time Temporal Logic (LTL) into correct-by-construction models using synthesis tools. However, this approach faces substantial challenges. Among these challenges is the high computational complexity of LTL synthesis, which constrains its application to large-scale systems.
  6. onlinelibrary.wiley.com

    Scaling the production of synthetic 2D materials to industrial quantities has faced significant challenges due to synthesis bottlenecks whereby few have been produced in large volumes. These challenges typically stem from bottom-up approaches limiting the production to the substrate size or precursor availability for chemical synthesis and/or ...
  7. link.springer.com

    The signature benefits of continuous flow are largely a result of a reactor's micro-sized features. However, as the technology gains industrial traction in the synthesis of active pharmaceutical ingredients (API), the reactors must be scaled to larger size to meet production demands. Often, the micro-features cannot be preserved, and thus the challenge is in transferring the benefits of ...
  8. pubs.acs.org

    4 days agoNanorods are promising to construct functional superstructures. The currently used nanorods are essentially symmetric, with the same materials at the ends. Theoretical prediction indicates that asymmetric Janus nanorods with varied materials at the ends are advantageous in the synthesis of diversified functional self-assembled materials. Herein, we propose a novel method of electrostatics ...
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