AI Agents Fail to Discover New Maya Site
Amateur AI use sparks debate in archaeology
1AI Misstep
Google researcher Pietro Miotti claimed to have discovered a new Maya site using AI agents analyzing NASA lidar data. However, the site had already been documented in an academic journal a year earlier. This incident highlights the growing tension between amateur AI users and professional archaeologists.
2Lidar Technology
Miotti used lidar, a laser-based mapping technology, to create detailed 3D images of the environment. He deployed 48 AI agents to analyze NASA lidar data, focusing on the Maya region after finding Peru insufficiently covered by public lidar data.
3Verification Process
Miotti contacted Mexico’s National Institute of Anthropology and History (INAH) to verify his findings. INAH confirmed no record of the site, but later it was revealed that the site had been documented in a journal. Miotti emphasized the need for fieldwork to validate AI discoveries.
4Archaeologists' Critique
Archaeologists criticized Miotti for spreading misinformation and undermining their work. They pointed out that local communities often already know about such sites. The incident underscores the importance of expert knowledge in verifying AI findings.
5AI Limitations
Miotti acknowledged the limitations of his AI tools, noting that comparing images against figures in papers is harder for agents than searching databases. He updated his blog to credit archaeologists’ work and stressed the need for better AI capabilities in this area.
6Broader Implications
The controversy reflects broader issues with AI in science, where tools may produce impressive results but fail to engage with existing research. This can lead to claimed breakthroughs that have already been made, shifting the burden of verification to experts.
7Funding Challenges
Archaeologist Elizabeth Graham highlighted the lack of funding for research as a bigger obstacle than discovering new sites. She noted that many known sites remain unexplored due to insufficient resources, questioning the value of AI-driven discoveries without proper excavation.
8Future of AI in Archaeology
Despite the criticism, Miotti believes AI can assist experts in sorting through large datasets. He has received interest from archaeologists and PhD students eager to explore AI workflows. However, experts caution that AI should complement, not replace, traditional archaeological methods.
Original article: The Verge (theverge.com) — AI Agents Fail to Discover New Maya Site