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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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Many-Valued Multi‑Modal Logic Boosts AI Reasoning Capabilities

AI

A new framework extends multi-modal logic to many values using finite FLew-algebras and delivers an analytic tableau solver for satisfiability and validity problems in AI systems.

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AI Personalization Boosts E‑commerce Sales

AI

AI recommendation engines raise sales by up to 35%, raising concerns about filter bubbles and bias.

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Trump Renames AI as ‘Super Intelligence’, Launches Portal

AI

President Trump rebrands artificial intelligence as “Super Intelligence,” creating America.gov and signing an industry accord with six major tech firms.

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Generative Models Show Persistent Bias Toward Traditional Attire

AI

A study finds that DALL‑E 3 and Gemini 3 Pro Preview frequently generate images of people in culturally stereotypical clothing, reflecting regional and economic biases.

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New Many-Valued Logic Boosts AI Reasoning Capabilities

AI

A new framework extends multi-modal logic with finite FLew-algebras and analytic tableau techniques, enabling efficient reasoning under uncertainty for autonomous systems.

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New JAIR Papers Explore Logic, Image‑Generation Bias, and Low‑Resource Translation

AI

Three newly published JAIR studies present a many-valued logic framework, reveal bias toward traditional attire in text‑to‑image generation, and propose multi-hypothesis distillation for low-resource translation.

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Multi-Hypothesis Distillation Boosts Low‑Resource Machine Translation

AI

A new JAIR paper shows that generating multiple translations per sentence during knowledge distillation improves accuracy and reduces gender bias in low-resource language models.

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AI Drives Early Productivity Gains Across Industries

AI

A new NBER study shows that artificial intelligence initially boosts productivity mainly for capital owners but may widen wealth gaps unless targeted policies intervene.

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T2I Models Show Bias Toward Traditional Attire

AI

A study finds DALL‑E 3 and Gemini 3 Pro generate traditional attire for many nationalities.

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Abductive Reasoning in Fuzzy Logic Explored

AI

Researchers Katsumi Inoue and Daniil Kozhemiachenko present a framework for abductive reasoning using Łukasiewicz fuzzy logic, enabling explanations that account for degrees of truth.

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Symbolic Reasoning Meets Large Language Models for Structured Extraction

AI

Researchers combine symbolic logic programming with large language models to reliably extract structured knowledge from natural text.

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Google to Roll Out Differential Privacy Enhancements by End‑of‑Year

AI

Google will launch new differential‑privacy features for its search and maps services in late 2026.

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