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The Novi AI Roundup
Novi Labs
13 episodes
3 days ago
Welcome to The Novi AI Roundup, the podcast that brings you sharp insights, bold conversations, and repurposed gems from our most impactful content at Novi Labs. Whether it's AI-powered forecasting, the latest in energy innovation, or the future of reservoir engineering, we’ve got the mic on what matters. Each episode transforms our internal know-how, blog gold, and field-tested wisdom into candid discussions. Expect punchy takes, no-fluff breakdowns, and the occasional cowboy hat.
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Technology
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All content for The Novi AI Roundup is the property of Novi Labs and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Welcome to The Novi AI Roundup, the podcast that brings you sharp insights, bold conversations, and repurposed gems from our most impactful content at Novi Labs. Whether it's AI-powered forecasting, the latest in energy innovation, or the future of reservoir engineering, we’ve got the mic on what matters. Each episode transforms our internal know-how, blog gold, and field-tested wisdom into candid discussions. Expect punchy takes, no-fluff breakdowns, and the occasional cowboy hat.
Show more...
Technology
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EP 2 · How Public Water Production Records Fail to Capture Reality in Tight Oil Wells
The Novi AI Roundup
19 minutes 53 seconds
2 months ago
EP 2 · How Public Water Production Records Fail to Capture Reality in Tight Oil Wells

The unconventional oil and gas industry relies heavily on publicly available production data for environmental impact assessments, economic evaluations, and regulatory decision-making. However, a comprehensive analysis across over 10,000 tight oil wells in four states reveals alarming discrepancies between public and proprietary water production data that fundamentally undermine the reliability of models used for critical industry and policy decisions. These findings challenge the validity of numerous published forecasts and highlight the urgent need for improved data collection and reporting standards.

This blog post is based on the technical paper “The Reliability of Public Water Production Data for Tight Oil Wells”, co-authored by Frank Male¹˒², Ian Duncan², and Kiran Sathaye. The paper was presented at URTeC 2025. Download the full paper here.

The Novi AI Roundup
Welcome to The Novi AI Roundup, the podcast that brings you sharp insights, bold conversations, and repurposed gems from our most impactful content at Novi Labs. Whether it's AI-powered forecasting, the latest in energy innovation, or the future of reservoir engineering, we’ve got the mic on what matters. Each episode transforms our internal know-how, blog gold, and field-tested wisdom into candid discussions. Expect punchy takes, no-fluff breakdowns, and the occasional cowboy hat.