Earth AI is vertically integrating the search for critical…
A model is only as good as its data, and for Roman Teslyuk, the data wasn’t coming fast enough. “I hate delays,” Teslyuk, founder and CEO of Earth AI, told TechCrunch. But lately, as interest in developing new sources has jumped, the delays have more than doubled. “We’re 7 km behind — 7,000 meters of samples we don’t have data about.” So Earth AI is setting up its own labs instead, the startup exclusively told TechCrunch, hoping to bring the time down from five months to five days. Earth AI’s models have been good at highlighting areas with the potential to develop into a mine, Teslyuk said, but once those have been identified, the startup still needs to drill to confirm what minerals lie below and how they’re distributed.
But during the exploration process, a speedy in-house lab has the potential to significantly reduce costs by ensuring the drill is sent to the right spots to obtain the best data for the model. “If you don’t have the answers in time, you have to wait for five months for the answer, the next question [of where to drill] is not as good as it could be,” Teslyuk said. “To minimize drilling, you want to effectively ask the right questions, to get the information in time so you can narrow down exactly where to go.” When you purchase through links in our articles, we may earn a small commission . De Chant is also a lecturer in MIT’s Graduate Program in Science Writing, and he was awarded a Knight Science Journalism Fellowship at MIT in 2018, during which time he studied climate technologies and explored new business models for journalism. OpenAI ends Microsoft legal peril over its $50B Amazon deal Two college kids raise a $5.1 million pre-seed to build an AI social network in iMessage Meta’s loss is Thinking Machines’ gain Google to invest up to $40B in Anthropic in cash and compute OpenAI releases GPT-5.5, bringing company one step closer to an AI ‘super app’ Microsoft offers buyout for up to 7% of US employees Surveillance vendors caught abusing access to telcos to track people’s phone locations, researchers say
Analysis: Why This Matters
Earth AI updates are leading indicators — what looks like a small change today often becomes an industry-wide shift tomorrow.
Key Takeaways
- He has written for a wide range of publications, including Wired magazine, the Chicago Tribune, Ars Technica, The Wire China, and NOVA Next, where he was founding editor.
- A model is only as good as its data, and for Roman Teslyuk, the data wasn’t coming fast enough. “I hate delays,” Teslyuk, founder and CEO of Earth AI, told TechCrunch.
- He received his PhD in environmental science, policy, and management from the University of California, Berkeley, and his BA degree in environmental studies, English, and biology from St.
Watch for follow-up announcements from competing platforms — the industry rarely stays quiet for long after news like this.
Source: TechCrunch