A good website keeping us all current for biological AI models.
There are not that many open models but the website lists their “openness” and their citation.
A good website keeping us all current for biological AI models.
There are not that many open models but the website lists their “openness” and their citation.
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…
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…
PET is used in drug discovery: PET in patient selection Process: Cyclotron is used, chemistry and formulation and then imaging and analysis. PET Takes time to make the probe: 20 mins to make the probe For brain usually short half life is used – Carbon 11 – 20 minutes, Fluorine 18 109 minutes, Nitrogen 13…
Talk to knowledge graph – sparql-tool Use LLM.: Hallucinations (sometimes good for creativity), Outdated knowledge, no access to your data ( trained on public knowledge). Solutions: Fine tuning – retrain the model on domain data RAG – Search: look things up in real time. Claude code looks at searched doc. Vector embeddings: semantic similarity search…
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…
With AI enabling many activities in the job hunt process, it is expected that many job applicants and executive at hiring companies use AI based tools for the process. The “automated” process used to be enabled by keywords which was the way that the candidates were selected from a large pool but with the availability…
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