Topic
Whether analytical steps in published research can be inspected and repeated, and how unverifiable components affect confidence in findings.
Stanford's Le Cong says the fully autonomous lab is a bad idea and that humans should keep the mission. The unsettled question is how AI involvement gets reported to regulators.
Reality
A Chiba University-led review sets a harmonized nomenclature for selenosugars plus a minimum analytical bar. It is the dull prerequisite for pooling twenty years of urinary selenium data.
Reality
A Nature Biotechnology paper reports a hybridization-driven synthesis method that builds over 1,000 distinct gene fragments in a single reaction, then uses it to find PETase variants beating the standard enzyme.
Reality
A Regensburg group assessed 4966 quantum computing papers and could only attempt replication on about a quarter. Of 127 checked by hand, roughly 11 yielded code that actually ran.
Reality
An international group writing in BioScience says AI models, satellite feeds and proprietary sensors have put unverifiable steps inside the method itself. Every fix they propose is lab-side.
Reality