AI & Aliens: New Eyes on Ancient Questions // Richard Cloete // #288
Feb 4, 2025
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Richard Cloete, a computer scientist at Harvard and founder of SEAQR Robotics, joins the discussion on the cutting-edge intersection of AI with UAP tracking. He shares insights from the Galileo Project, detailing the advanced sensor setups and challenges in training AI for sky surveillance. The conversation also highlights Aerosynth, a tool for simulating aerial objects to enhance detection, and Seeker Robotics' innovations in ocean exploration. Cloete emphasizes the importance of AI in classifying interstellar objects and advancing our understanding of both space and oceanic mysteries.
The Galileo Project is leveraging AI-driven sensor systems to accurately detect and monitor unidentified aerial phenomena, emphasizing the need for unbiased data collection.
Seeker Robotics aims to apply similar AI techniques for ocean exploration, utilizing unmanned vehicles to gather environmental data and support marine research.
Deep dives
The Galileo Project and UAP Detection
The Galileo Project focuses on monitoring the electromagnetic spectrum to detect unidentified aerial phenomena (UAP). It employs a suite of sensors, including infrared and all-sky visible cameras, along with acoustic sensors to gather data on unusual objects in the sky. The primary goal is to collect evidence without preconceived notions, allowing the data to speak for itself rather than relying on potentially biased human interpretation. One innovative aspect of the project is the development of a simulated dataset, known as Aerosynth, which utilizes 3D modeling to generate images of various aerial objects under different conditions for training AI detection models.
AI's Role in Anomaly Detection
The podcast discusses how artificial intelligence (AI) is being utilized to process the massive amount of visual data generated from monitoring activities in the sky. Traditional human analysis is often prone to errors, and the project aims to automate object detection and tracking to maintain a consistent output. By implementing algorithms like YOLO for object detection alongside various tracking techniques, the team is building a robust system to identify objects that exhibit unusual movement patterns in the sky. Despite current limitations in operational systems and the need for triangulation to determine object sizes and distances, the goal is to improve detection accuracy and discover anomalies.
Vera Rubin Observatory and Interstellar Objects
The podcast also highlights the collaboration with the Minor Planet Center in preparation for the Vera Rubin Observatory, which will enhance the detection of celestial bodies far beyond previous capabilities. This new telescope is expected to gather extensive data, which is crucial for identifying interstellar objects that enter our solar system. With machine learning, the team aims to classify these objects, differentiating them from known asteroids and comets, and predicting potential threats to Earth. This efficient processing of data from multiple sources will allow for the timely identification of near-Earth objects, improving overall planetary defense strategies.
Seeker Robotics and Ocean Exploration
Seeker Robotics, a startup founded by Dr. Richard Clutty, aims to extend the monitoring techniques developed in the Galileo Project to ocean exploration. Given that much of the ocean remains unmapped and unexplored, the company plans to deploy uncrewed surface vehicles equipped with various sensors to continuously gather environmental data. These vehicles will enhance surveillance of coastal and marine areas, providing valuable insights for researchers and governmental organizations. By establishing a data-sharing model, Seeker Robotics hopes to generate a sustainable revenue stream that will support continued research in both oceanography and UAP phenomena.
Richard Cloete is a computer scientist and a Laukien-Oumuamua Postdoctoral Research Fellow at the Center for Astrophysics, Harvard University. He is a member of the Galileo Project working under the supervision of Professor Avi, having recently held a postdoctoral position at the University of Cambridge, UK.
AI & Aliens: New Eyes on Ancient Questions // MLOps Podcast #288 with Richard Cloete,
Laukien-Oumuamua Postdoctoral Research Fellow at Harvard University.
// Abstract
Demetrios speaks with Dr. Richard Cloete, a Harvard computer scientist and founder of SEAQR Robotics, about his AI-driven work in tracking Unidentified Aerial Phenomena (UAPs) through the Galileo Project. Dr. Cloete explains their advanced sensor setup and the challenges of training AI in this niche field, leading to the creation of AeroSynth, a synthetic data tool.
He also discusses his collaboration with the Minor Planet Center on using AI to classify interstellar objects and upcoming telescope data. Additionally, he introduces Seeker Robotics, applying similar AI techniques to oceanic research with unmanned vehicles for marine monitoring. The conversation explores AI’s role in advancing our understanding of space and the ocean.
// Bio
Richard is a computer scientist and Laukien-Oumuamua Postdoctoral Research Fellow at the Center for Astrophysics, Harvard University. As a member of the Galileo Project under Professor Avi Loeb's supervision, he develops AI models for detecting and tracking aerial objects, specializing in Unidentified Anomalous Phenomena (UAP).
Beyond UAP research, he collaborates with astronomers at the Minor Planet Center to create AI models for identifying potential interstellar objects using the upcoming Vera C. Rubin Observatory.
Richard is also the CEO and co-founder of SEAQR Robotics, a startup developing advanced unmanned surface vehicles to accelerate the discovery of novel life and phenomena in Earth's oceans and atmosphere.
Before joining Harvard, he completed a postdoctoral fellowship at the University of Cambridge, UK, where his research explored the intersection of emerging technologies and law.Grew up in Cape Town, South Africa, where I used to build Tesla Coils, plasma globes, radio stethoscopes, microwave guns, AM radios, and bombs...
// MLOps Swag/Merch
https://shop.mlops.community/
// Related Links
Website: www.seaqr.net
https://itc.cfa.harvard.edu/people/richard-cloete
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Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/
Connect with Richard on LinkedIn: https://www.linkedin.com/in/richard-cloete/
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