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A Coding Implementation of an OpenAI-Assisted Privacy-Preserving Federated Fraud Detection System from Scratch Using Lightweight PyTorch Simulations
ByRicardo January 2, 2026

In this tutorial, we demonstrate how we simulate a privacy-preserving fraud detection system using Federated Learning without relying on heavyweight frameworks or complex infrastructure. We build a clean, CPU-friendly setup that mimics ten independent banks, each training a local fraud-detection model on its own highly imbalanced transaction data. We coordinate these local updates through a…

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Editors Pick Staff

How to Build Production-Grade Agentic Workflows with GraphBit Using Deterministic Tools, Validated Execution Graphs, and Optional LLM Orchestration
ByRicardo December 30, 2025

In this tutorial, we build an end-to-end, production-style agentic workflow using GraphBit that demonstrates how graph-structured execution, tool calling, and optional LLM-driven agents can coexist in a single system. We start by initializing and inspecting the GraphBit runtime, then define a realistic customer-support ticket domain with typed data structures and deterministic, offline-executable tools. We show…

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Editors Pick Staff

Meet Pyversity Library: How to Improve Retrieval Systems by Diversifying the Results Using Pyversity?
ByRicardo October 28, 2025

Pyversity is a quick, light-weight Python library designed to enhance the variety of outcomes from retrieval programs. Retrieval usually returns objects which can be very related, main to redundancy. Pyversity effectively re-ranks these outcomes to floor related however much less redundant objects. It provides a transparent, unified API for a number of well-liked diversification methods,…

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Staff

Beyond the Black Box: Architecting Explainable AI for the Structured Logic of Law
ByRicardo September 15, 2025September 15, 2025

The Epistemic Gap: Why Standard XAI Fails in Legal Reasoning The core drawback is that AI explanations and authorized justifications function on totally different epistemic planes. AI gives technical traces of decision-making, whereas regulation calls for structured, precedent-driven justification. Standard XAI methods consideration maps and counterfactuals fail to bridge this hole. Attention Maps and Legal…

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Editors Pick Staff

A Comprehensive Coding Guide to Building Interactive Experiment Dashboards with Hugging Face Trackio
ByRicardo September 15, 2025

In this tutorial, we stroll via Hugging Face Trackio step-by-step, exploring how we are able to monitor experiments regionally, cleanly, and intuitively. We begin by putting in Trackio in Google Colab, making ready a dataset, and establishing a number of coaching runs with totally different hyperparameters. Along the best way, we log metrics, visualize confusion…

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Editors Pick Staff

Hello, AI Formulas: Why =COPILOT() Is the Biggest Excel Upgrade in Years
ByRicardo August 20, 2025August 20, 2025

Microsoft has formally launched the COPILOT perform in Excel for Home windows and Mac, bringing the ability of huge language fashions (LLMs) straight into spreadsheets. This transfer represents a elementary shift: AI is now a local function, not simply an exterior add-in or separate software. Customers can now analyze, summarize, and generate knowledge utilizing pure…

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Editors Pick Staff

Alibaba AI Team Just Released Ovis 2.5 Multimodal LLMs: A Major Leap in Open-Source AI with Enhanced Visual Perception and Reasoning Capabilities
ByRicardo August 18, 2025

Ovis2.5, the latest large multimodal language model (MLLM) from Alibaba’s AIDC-AI team, is making waves in the open-source AI community with its 9B and 2B parameter variants. Ovis2.5 sets new benchmarks for performance and efficiency by introducing technical advances geared toward native-resolution vision perception, deep multimodal reasoning, and robust OCR — tackling long-standing limitations faced…

Read More Alibaba AI Team Just Released Ovis 2.5 Multimodal LLMs: A Major Leap in Open-Source AI with Enhanced Visual Perception and Reasoning Capabilities
Editors Pick Staff

Implementing Self-Refine Technique Using Large Language Models LLMs
ByRicardo July 29, 2025

This tutorial demonstrates how to implement the Self-Refine technique using Large Language Models (LLMs) with Mirascope, a powerful framework for building structured prompt workflows. Self-Refine is a prompt engineering strategy where the model evaluates its own output, generates feedback, and iteratively improves its response based on that feedback. This refinement loop can be repeated multiple…

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Editors Pick Staff

A Code Implementation to Efficiently Leverage LangChain to Automate PubMed Literature Searches, Parsing, and Trend Visualization
ByRicardo July 24, 2025

In this tutorial, we are excited to introduce the Advanced PubMed Research Assistant, which guides you through building a streamlined pipeline for querying and analyzing biomedical literature. In this tutorial, we focus on leveraging the PubmedQueryRun tool to perform targeted searches, such as “CRISPR gene editing,” and then parse, cache, and explore those results. You’ll…

Read More A Code Implementation to Efficiently Leverage LangChain to Automate PubMed Literature Searches, Parsing, and Trend Visualization
Editors Pick Staff

Are We Ready for Production-Grade Apps With Vibe Coding? A Look at the Replit Fiasco
ByRicardo July 22, 2025

The Allure and The Hype Vibe coding—constructing applications through conversational AI rather than writing traditional code—has surged in popularity, with platforms like Replit promoting themselves as safe havens for this trend. The promise: democratized software creation, fast development cycles, and accessibility for those with little to no coding background. Stories abounded of users prototyping full…

Read More Are We Ready for Production-Grade Apps With Vibe Coding? A Look at the Replit Fiasco

Staff

A Coding Implementation of an OpenAI-Assisted Privacy-Preserving Federated Fraud Detection System from Scratch Using Lightweight PyTorch Simulations

How to Build Production-Grade Agentic Workflows with GraphBit Using Deterministic Tools, Validated Execution Graphs, and Optional LLM Orchestration

Meet Pyversity Library: How to Improve Retrieval Systems by Diversifying the Results Using Pyversity?

Beyond the Black Box: Architecting Explainable AI for the Structured Logic of Law

A Comprehensive Coding Guide to Building Interactive Experiment Dashboards with Hugging Face Trackio

Hello, AI Formulas: Why =COPILOT() Is the Biggest Excel Upgrade in Years

Alibaba AI Team Just Released Ovis 2.5 Multimodal LLMs: A Major Leap in Open-Source AI with Enhanced Visual Perception and Reasoning Capabilities

Implementing Self-Refine Technique Using Large Language Models LLMs

A Code Implementation to Efficiently Leverage LangChain to Automate PubMed Literature Searches, Parsing, and Trend Visualization

Are We Ready for Production-Grade Apps With Vibe Coding? A Look at the Replit Fiasco

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