Thomas J. Sharpton

A practical risk framework for large language model use in life science research

It is argued that effective prompt design is itself a primary risk management strategy, reducing the probability and severity of characteristic failures before verification is required, and introduced a structured framework for matching downstream verification effort to risk across dimensions of output verifiability, r...