News

  • Observability

    Byscientist

    Observability is important for AI and AI tools. It is the ability to monitor them for token usage, response quality and model drift. Typically, an AI system is monitored through logs, traces and metrics but an AI system on AI agent may need other metrics. Troubleshooting a complex AI system that produces its output probabilistically…

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    Relaxin

    Byscientist

    Relaxin is a 6kd 2 chain peptide hormone produced by ovary and placenta in females tha help remodel connective tissue but also promotes vasodilation and has cardioprotective and renoprotective effects in animal model via Nitric oxide pathway. Relaxin-2 signaling via GPCR RXFP1 has been investigated as a drug for its antifibrotic and vasodilatory actions. RXFP1…

  • Error codes

    Byscientist

    There is no error code in the answers that are provided by AI prompts. It will return an answer that is the best fit to the prompt or the question, but it does not tell you the probability that it is not correct or that it is low probability of answer. The conversational AI will…

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    Clinical trial challenges

    Byscientist

    Clinical trials are hard to do and often requires the cooperation of the CRO to execute the study, but Also, the study center that is recruiting The participants in the clinical study. The CRO monitors the clinical study but also all the aspects of the clinical study. A company called T3D therapeutics (https://www.t3dtherapeutics.com/) recently had…

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    Mesoscale explorer

    Byscientist

    Sometimes it is hard to imagine how many molecules are involved in a common biological pathway but there are thousands of molecules that orchestrate their chemical reactions to sustain life. One such area is the synaptic gap where messages are passed between neurons. This is a very active space where vesicle with messengers cross the…

  • Judging art

    Byscientist

    Art especially with pencil and paper is the culmination of human esthetic and often times is dependent on the eye of the beholder. Some artwork that is meaningful to one person is not so understandable or sometimes even ugly to the other person. So how do you judge art. There are several ways to do…

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    Neurological conditions

    Byscientist

    There has been changes in the neurological conditions overtime, and you might expect that many of the changes may have increased such as all the neurological disorders like Parkinson’s Alzheimer’s, but the true facts are a little different. For example, as expected, the diabetic neuropathy has increased, But what explains the increase in neonatal sepsis…

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    AI for drug discovery

    Byscientist

    There are many companies that promise AI for drug discovery such as ChatGPT from OpenAI, Anthropic’s AI suite and Perplexity and there are more companies coming up too. One specific company that is unusual is that it seems to be promising much more deeper understanding of the drug discovery pathways then the others. It can…

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    Functional prediction of microbial sequences

    Byscientist

    Even with E.coli and M.tuberculosis we only know ½ of them. Can you use ML model to define function: as natural language, or molecular interaction or chemical reaction. Function as molecular interaction: protein – protein interaction. Genomics: Learn association between genes (just like words). It is called gLM2. A multi-modal single residue resolution gLM. GLM2…