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#data-integrity

The risk of weather data sabotage is rising

MIT Technology Review · 6d ago Cached

The article examines the growing threat of weather data manipulation, exacerbated by prediction markets and AI forecasting, and highlights a real-world incident where a Paris weather station was tampered with to influence betting outcomes.

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#data-integrity

Compaction as Epistemic Failure: How Agentic LLM Tools Fabricate Confirmed Results from Killed Processes

arXiv cs.AI · 2026-07-16 Cached

This paper identifies a failure mode in agentic LLM tools like Claude Code, where session compaction summaries misinterpret partial terminal output from timed-out commands as confirmed results, propagating false positives across sessions and model versions without re-verification.

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#data-integrity

SQLite should have (Rust-style) editions

Lobsters Hottest · 2026-07-15 Cached

The article argues that SQLite's defaults for foreign key constraints and type enforcement are problematic and suggests adopting Rust-style editions to allow users to opt into safer defaults.

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#data-integrity

Bab: a family of hashing functions for p2p networks

Lobsters Hottest · 2026-06-11 Cached

Bab is a family of hashing functions designed for peer-to-peer networks, enabling verifiable partial data. It was funded by the NLnet Foundation and the European Commission's Next Generation Internet programme.

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#data-integrity

If someone spoofs your IoT sensor data, does your AI even have a way to know it's been fooled?

Reddit r/AI_Agents · 2026-05-27

Discusses how AI systems often trust sensor inputs without validation, using an example of a logistics company where spoofed temperature sensor data led to cargo damage, and questions whether AI can detect such spoofing.

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#data-integrity

The next generation of AI has a prerequisite: a healthy human ecosystem

Reddit r/artificial · 2026-05-18

This article argues that the next generation of AI depends on a healthy human ecosystem, emphasizing the need to prioritize human health, data integrity, and environmental stability as engineering requirements.

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#data-integrity

Scientific datasets are riddled with copy-paste errors

Hacker News Top · 2026-04-19 Cached

A software tool designed to detect data fabrication has uncovered copy-paste errors in scientific datasets across open-access repositories, including a highly-cited Parkinson's Disease study in Cell (2016) that has been publicly available for over 8 years without detection.

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