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ANI
Project Setup for Python 2026: uv + Ruff + Ty + Polars
Photo by Editor # Introduction Python setting up a project used to mean making a dozen small decisions before you…
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Machine Learning
memweave: Zero-Infra AI Agent Memory with Markdown and SQLite — No Vector Database Required
Disclosure: memweave is an open-source project I built. This article describes the problem it addresses and the design decisions behind…
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Machine Learning
Introduction to Deep Evidential Regression for Uncertainty Quantification
to evidential deep learning (EDL), a framework for one-shot quantification of epistemic and aleatoric uncertainty. More specifically, we will focus…
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ANI
Docker for Python & Data Projects: A Beginner's Guide
Photo by the Author # Introduction Python and data projects have a dependency problem. Between Python versions, physical environments, system-level…
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Generative AI
UCSD and AI Research Together Introduce Parcae: A Stable Architecture for Large-Scale Language Models That Achieves the Quality of a Converter Twice the Size
The basic recipe for building better language models hasn't changed much since the Chinchilla era: use more FLOPs, add more…
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Generative AI
How to Build a Universal Long-Term Memory Framework for AI Agents Using Mem0 and OpenAI
In this tutorial, we build a long-term memory layer for AI users to use Mem0OpenAI models, and ChromaDB. We are…
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Generative AI
Coding Implementation to Build Multi-Agent AI Systems with SmolAgents Using Coding, Tool Calling, and Dynamic Orchestration
In this tutorial, we build an advanced, production-ready agent system using SmolAgents and show how modern, lightweight AI agents can…
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Reactive Machines
MixAtlas: Development of Uncertainty Data Integration for Multimodal LLM Midtraining
This paper was accepted at the Workshop on Navigating and Addressing Data Problems for Foundation Models (NADPFM) at ICLR 2026.…
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Self Aware
Kiln and the Quantum of Relations – Marginalian
Anything you give your time and polish with attention will become a lens in your search for meaning, adding metaphors…
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Generative AI
Ukujula Okujulile Kwezobuchwepheshe Ezigabeni Ezibalulekile Zokuqeqeshwa Kwemodeli Yolimi Olukhulu Lwesimanje, Ukuqondanisa, Nokuthunyelwa
Ukuqeqesha imodeli yolimi olukhulu yesimanje (i-LLM) akusona isinyathelo esisodwa kodwa kuyipayipi elihlelwe ngokucophelela eliguqula idatha engahluziwe ibe isistimu ehlakaniphile ethembekile,…
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