Artificial Intelligence

Agentic AI Artificial Intelligence

How to Build Knowledge Graph Generation Pipelines From Text With kg-gen, NetworkX Analytics, and Interactive Visualizations
ByRicardo May 20, 2026May 20, 2026

In this tutorial, we’ll generate data graphs from plain textual content, conversations, and a number of supply paperwork utilizing kg-gen. We begin by establishing the required dependencies and configuring an LLM via LiteLLM, then we extract entities, predicates, and relationships from easy textual content. As we transfer ahead, we work with longer passages utilizing chunking…

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Artificial Intelligence Governance, Regulation & Policy

The Nvidia H200 China deal survived the Trump-Xi summit–just not in the way anyone expected
ByRicardo May 19, 2026May 19, 2026

President Trump flew to Beijing, introduced Jensen Huang alongside at the final minute, and left two days later, telling reporters that “one thing may occur” on chip exports. Nothing did. Not a single Nvidia H200 has shipped to China since Trump first authorised the gross sales in December 2025, and US Trade Representative Jamieson Greer advised Bloomberg that semiconductor…

Read More The Nvidia H200 China deal survived the Trump-Xi summit–just not in the way anyone expected
AI Shorts Artificial Intelligence

Stochastic Gradient Descent (SGD’s) Frequency Bias and How Adam Fixes It
ByRicardo May 18, 2026

Modern language fashions are educated on information with extraordinarily uneven token distributions. A small variety of phrases seem in nearly each sentence, whereas many uncommon however significant tokens happen solely sometimes. This creates a hidden optimization problem: parameters related to frequent tokens obtain fixed gradient updates, whereas parameters tied to uncommon tokens could go tons…

Read More Stochastic Gradient Descent (SGD’s) Frequency Bias and How Adam Fixes It
Artificial Intelligence Editors Pick

A Coding Implementation to Compress and Benchmark Instruction-Tuned LLMs with FP8, GPTQ, and SmoothQuant Quantization using llmcompressor
ByRicardo May 17, 2026

In this tutorial, we discover how to apply post-training quantization to an instruction-tuned language mannequin using llmcompressor. We begin with an FP16 baseline and then examine a number of compression methods, together with FP8 dynamic quantization, GPTQ W4A16, and SmoothQuant with GPTQ W8A8. Along the way in which, we benchmark every mannequin variant for disk…

Read More A Coding Implementation to Compress and Benchmark Instruction-Tuned LLMs with FP8, GPTQ, and SmoothQuant Quantization using llmcompressor
AI in Action Artificial Intelligence

Physical AI moves closer to factory floors as companies test humanoid robots
ByRicardo May 14, 2026

British know-how firm Humanoid will deploy humanoid robots at factories operated by German industrial provider Schaeffler, Reuters reported. The two companies’ settlement covers an estimated 1,000 to 2,000 robots in Schaeffler’s world manufacturing websites by 2032, in accordance to a Humanoid spokesperson. The companies haven’t disclosed the contract worth. The first deployment is scheduled between…

Read More Physical AI moves closer to factory floors as companies test humanoid robots
Artificial Intelligence Editors Pick

Understanding LLM Distillation Techniques
ByRicardo May 11, 2026

Modern giant language fashions are not educated solely on uncooked web textual content. Increasingly, firms are utilizing highly effective “trainer” fashions to assist practice smaller or extra environment friendly “scholar” fashions. This course of, broadly referred to as LLM distillation or model-to-model coaching, has change into a key approach for constructing high-performing fashions at decrease…

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Artificial Intelligence Big Data

How to Build Technical Analysis and Backtesting Workflow with pandas-ta-classic, Strategy Signals, and Performance Metrics
ByRicardo May 11, 2026May 11, 2026

In this tutorial, we implement how to use pandas-ta-classic to construct an entire technical evaluation and buying and selling technique workflow. We begin by putting in the required libraries, downloading historic OHLCV inventory knowledge with yfinance, cleansing the returned knowledge construction, and inspecting the accessible indicator classes contained in the library. We then calculate well-liked…

Read More How to Build Technical Analysis and Backtesting Workflow with pandas-ta-classic, Strategy Signals, and Performance Metrics
Agentic AI Artificial Intelligence

How to Build a Cost-Aware LLM Routing System with NadirClaw Using Local Prompt Classification and Gemini Model Switching
ByRicardo May 10, 2026

In this tutorial, we discover NadirClaw as an clever routing layer that classifies prompts into easy and complicated tiers earlier than sending them to essentially the most appropriate mannequin. We begin by putting in the required packages, organising an non-obligatory Gemini API key, and testing the native classifier by the NadirClaw CLI with out making…

Read More How to Build a Cost-Aware LLM Routing System with NadirClaw Using Local Prompt Classification and Gemini Model Switching
Applications Artificial Intelligence

How to Build a Single-Cell RNA-seq Analysis Pipeline with Scanpy for PBMC Clustering, Annotation, and Trajectory Discovery
ByRicardo May 9, 2026May 9, 2026

In this tutorial, we carry out a sophisticated single-cell RNA-seq evaluation workflow utilizing Scanpy on the PBMC-3k benchmark dataset. We begin by loading the dataset, inspecting its construction, and making use of high quality management checks to consider gene counts, complete counts, mitochondrial content material, and ribosomal gene alerts. We then filter low-quality cells and…

Read More How to Build a Single-Cell RNA-seq Analysis Pipeline with Scanpy for PBMC Clustering, Annotation, and Trajectory Discovery
Agentic AI Artificial Intelligence

OpenAI Releases Three Realtime Audio Models: GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper in the Realtime API
ByRicardo May 8, 2026

OpenAI launched three new audio fashions via its Realtime API, every focusing on a definite functionality in stay voice functions: GPT-Realtime-2 for voice brokers with reasoning, GPT-Realtime-Translate for stay speech translation, and GPT-Realtime-Whisper for streaming transcription. Alongside the mannequin releases, the Realtime API formally exits beta and is now typically out there — a significant…

Read More OpenAI Releases Three Realtime Audio Models: GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper in the Realtime API

Artificial Intelligence

How to Build Knowledge Graph Generation Pipelines From Text With kg-gen, NetworkX Analytics, and Interactive Visualizations

The Nvidia H200 China deal survived the Trump-Xi summit–just not in the way anyone expected

Stochastic Gradient Descent (SGD’s) Frequency Bias and How Adam Fixes It

A Coding Implementation to Compress and Benchmark Instruction-Tuned LLMs with FP8, GPTQ, and SmoothQuant Quantization using llmcompressor

Physical AI moves closer to factory floors as companies test humanoid robots

Understanding LLM Distillation Techniques

How to Build Technical Analysis and Backtesting Workflow with pandas-ta-classic, Strategy Signals, and Performance Metrics

How to Build a Cost-Aware LLM Routing System with NadirClaw Using Local Prompt Classification and Gemini Model Switching

How to Build a Single-Cell RNA-seq Analysis Pipeline with Scanpy for PBMC Clustering, Annotation, and Trajectory Discovery

OpenAI Releases Three Realtime Audio Models: GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper in the Realtime API

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