Every year, we compile a listing of 10 firms that we consider have executed essentially the most, or have the most effective likelihood, to make an actual dent in emissions or enhance public security and well being. We’ve now finalized our 2026 listing and can publish it on October 6.
It options firms making strides in power storage, nuclear energy, transportation and different areas regardless of at present’s regressive local weather politics. We hope you’ll benefit from the package deal and maybe come away feeling a bit extra hopeful about our local weather’s future. Right here’s what to anticipate.
—James Temple
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When can we are saying AI made a scientific discovery?
Final week, Anthropic introduced that its new molecular biology lab had made its first discovery: its AI brokers had flagged a beforehand uncatalogued sample surrounding an enzyme, a sample “reminiscent” of what led to the gene-editing expertise CRISPR. However the claims angered biologists.
Some questioned whether or not merely discovering the sample amounted to a discovery in any respect. One other stated his crew had already found the identical sample, elevating questions on whether or not Anthropic’s system had realized from his conversations with Claude.
It’s a reminder that what’s novel for AI could also be routine, unsurprising or just not that consequential to a biologist. And the grand claims might make actual progress more durable to acknowledge.
Discover out why AI firms could also be setting the mistaken bar for scientific discovery.









