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Artificial intelligence By Ren

Make sense of what AI is becoming.

The research, products, policy, and people changing artificial intelligence — explained clearly, with sources you can follow.

02 / The archive

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152 stories in AI Clear filters

Prob‑IRM learns reward machines despite noisy sensors

AI

A new learning framework called Prob‑IRM can infer reward machine models from imperfect sensor data, improving policy learning in both discrete and continuous environments.

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New JAIR Papers on Algorithmic Collusion, Social Choice, and Mereology

AI

Three newly released JAIR studies explore pricing collusion, democratic AI alignment, and quantum mereology.

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Adding an Intermediate Price Does Not Boost AI Collusion Risk

AI

A study shows that giving reinforcement‑learning agents a third price option does not raise the chance they learn to collude.

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Russia Plans State Funding for AI‑Enabled Biological Research

AI

Moscow will begin government backing for artificial intelligence projects in biology starting in 2026, aligning with the European Union’s forthcoming AI legislation while stressing balanced oversight.

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Qubit-Based Mereology Offers Nuanced Part‑Whole Modeling

AI

Researchers propose a quantum framework using qubits to model vague part–whole relations.

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Self‑Supervised Event Stream Modeling Survey Unifies Approaches

AI

A comprehensive survey unites self‑supervised methods for modeling event streams across domains.

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Representative Social Choice Brings Statistical Learning to AI Alignment

AI

A new JAIR study links classic voting theory with modern machine‑learning tools to improve how large language models reflect societal preferences.

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AI Revolution Claims Industry Transformation

AI

A recent study outlines how AI reshape multiple sectors, though specific developments remain unclear.

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Middleware ‘nocache’ Enhances Web Cache Control

AI

The npm package 'nocache', last updated over three years ago, adds HTTP headers that prevent browsers and proxies from storing responses, while query‑string techniques like '?nocache=1' also bypass cache.

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New Logic Framework Enhances AI Reasoning

AI

Researchers released an open‑source tool that extends multi‑modal logic with finite FLew‑algebras, improving automated reasoning in AI systems.

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Multi-Hypothesis Distillation Improves Low‑Resource Machine Translation

AI

A new study shows generating multiple translation hypotheses during knowledge distillation boosts accuracy and reduces bias for under‑represented languages.

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Patternmaking Still Hard for Current AI Models

AI

Current AI models lack precision needed for reliable patternmaking in fashion design.

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