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The Download: gas and oil’s role in climate tech, and using AI to decipher ancient Latin

—Casey Crownhart After writing about Quaise, a geothermal startup that’s trying to commercialize new drilling technology, I've been thinking about the role oil and gas companies are playing in the energy transition. It’s becoming increasingly common in climate tech to see a startup join up with a bigger fossil fuel company in its field, like Quaise has with Nabors Industries, one of the biggest drilling firms in the world. This industry has resources and energy expertise—but also a vested inte

Google DeepMind's Aeneas model can restore fragmented Latin text

At its best, AI is a tool, not an end result. It allows people to do their jobs better, rather than sending them or their colleagues to the breadline. In an example of "the good kind," Google DeepMind has created an AI model that restores and contextualizes ancient inscriptions. Aeneas (no, it's not pronounced like that) is named after the hero in Roman mythology. Best of all, the tool is open-source and free to use. Ancient Romans left behind a plethora of inscriptions. But these texts are oft

Google DeepMind’s new AI can help historians understand ancient Latin inscriptions

To do this, Aeneas takes in partial transcriptions of an inscription alongside a scanned image of it. Using these, it gives possible dates and places of origins for the engraving, along with potential fill-ins for any missing text. For example, a slab damaged at the start and continuing with ... us populusque Romanus would likely prompt Aeneas to guess that Senat comes before us to create the phrase Senatus populusque Romanus, “The Senate and the people of Rome.” This is similar to how Ithaca w