3l3c7r1c

Those visualizations are really cool! Did you use any AI assisted coding? If the answer is yes, which tool(s) did you use?

For coding Claude Opus-3 provides far more mature code and good at finding bugs (when present with the error code) compared to GPT-4-Turbo and GPT-4o. Last few days I've been using both for some python+pyspark project. Not sure how come in their comparison GPT-4o is showing that good!

Another benefit is cell memory. If you see the vaccines kids get, almost all are multiple shots. Including 3-4 shots for Hep-B. It's nothing new. The reason is body takes repeat threat more seriously and builds the cell memory. So even when the antibody is gone the cell memory tells body to act quickly and what to do.

Body takes repeat threat way more seriously. That's the reason second dose of vaccine mRNA creates about 10x more antibodies. Almost all kids vaccine require a second or even 3 shots with months of gap in between to create stronger immunity. (https://www.cdc.gov/vaccines/schedules/hcp/imz/child-adolesc...)

If you keep a tab on the news you might have seen antibody level from covid vaccines drops significantly over time. Actually same is true for people already have covid; natural protection wanes off within few months.