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Provenance Brief
Academic Source

Principled Interpretability of Reward Hacking in Closed Frontier Models

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Published on January 1, 2026 4:37 PM GMT Authors: Gerson Kroiz, Aditya Singh, Senthooran Rajamanoharan, Neel Nanda Gerson and Aditya are co-first authors.

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Potential technical breakthrough.

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Major AI lab announcement.

This is a research sprint report from Neel Nanda’s MATS 9.0 training phase.

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About this source
Source
AI Alignment Forum
Type
Research Publication
Published
Credibility
From peer-reviewed or pre-print research

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Principled Interpretability of Reward Hacking in Closed Frontier Models

TL;DR

Published on January 1, 2026 4:37 PM GMT Authors: Gerson Kroiz, Aditya Singh, Senthooran Rajamanoharan, Neel Nanda Gerson and Aditya are co-first authors.

Quick Data

Source
https://www.alignmentforum.org/posts/A67SbpTjuXEHK8Cvo/principled-interpretability-of-reward-hacking-in-closed
Type
Research Publication
Credibility
From peer-reviewed or pre-print research
Published

Builder Context

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Full Analysis

Major AI lab announcement.

This is a research sprint report from Neel Nanda’s MATS 9.0 training phase.

Open receipts to verify and go deeper.

Source Verification

Source AI Alignment Forum
Type Research Publication
Tier Academic Source
Assessment From peer-reviewed or pre-print research
URL https://www.alignmentforum.org/posts/A67SbpTjuXEHK8Cvo/principled-interpretability-of-reward-hacking-in-closed
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