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Data Intelligence Tokyo #21: Fighting Misinformation in the Age of AI
Event Overview On Tuesday, Dec 9, I attended the 21st Data Intelligence Tokyo meetup, organized by Quollio. This edition was held at a new location, WeWork KDX...
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[Paper] PerfCoder: Large Language Models for Interpretable Code Performance Optimization
Large language models (LLMs) have achieved remarkable progress in automatic code generation, yet their ability to produce high-performance code remains limited-...
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[Paper] Professional Software Developers Don't Vibe, They Control: AI Agent Use for Coding in 2025
The rise of AI agents is transforming how software can be built. The promise of agents is that developers might write code quicker, delegate multiple tasks to d...
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Edge ML Has a Size Obsession
UPS Could Deliver Your Amazon Package on a Cargo E‑Bike In most cities, for most packages, this would actually be faster. No parking. No traffic. Straight to y...
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3 Questions: Using computation to study the world’s best single-celled chemists
Assistant Professor Yunha Hwang utilizes microbial genomes to examine the language of biology. Her appointment reflects MIT’s commitment to exploring the inters...
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[Paper] EvoLattice: Persistent Internal-Population Evolution through Multi-Alternative Quality-Diversity Graph Representations for LLM-Guided Program Discovery
Large language models (LLMs) are increasingly used to evolve programs and multi-agent systems, yet most existing approaches rely on overwrite-based mutations th...
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[Paper] EvoLattice: Persistent Internal-Population Evolution through Multi-Alternative Quality-Diversity Graph Representations for LLM-Guided Program Discovery
Large language models (LLMs) are increasingly used to evolve programs and multi-agent systems, yet most existing approaches rely on overwrite-based mutations th...
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The Machine Learning “Advent Calendar” Day 15: SVM in Excel
Instead of starting with margins and geometry, this article builds the Support Vector Machine step by step from familiar models. By changing the loss function a...
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[Paper] DiffusionBrowser: Interactive Diffusion Previews via Multi-Branch Decoders
Video diffusion models have revolutionized generative video synthesis, but they are imprecise, slow, and can be opaque during generation -- keeping users in the...
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[Paper] Feedforward 3D Editing via Text-Steerable Image-to-3D
Recent progress in image-to-3D has opened up immense possibilities for design, AR/VR, and robotics. However, to use AI-generated 3D assets in real applications,...
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[Paper] Directional Textual Inversion for Personalized Text-to-Image Generation
Textual Inversion (TI) is an efficient approach to text-to-image personalization but often fails on complex prompts. We trace these failures to embedding norm i...
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[Paper] A Scientific Reasoning Model for Organic Synthesis Procedure Generation
Solving computer-aided synthesis planning is essential for enabling fully automated, robot-assisted synthesis workflows and improving the efficiency of drug dis...