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AI/ML Articles — Page 5

Practical articles on custom software development, AI integration, and modern engineering practices.

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Secure AI-Driven Data Access with Intent-Driven Architecture
AI/ML5 min read

Secure AI-Driven Data Access with Intent-Driven Architecture

Introduction The evolution of modern applications has led to a demand for more intuitive user interactions. Users now expect to interact with systems conversationally, asking qu...

20 August 2026Read
Optimizing LLM Inference: From Knowledge Distillation to Speculative Decoding
AI/ML14 min read

Optimizing LLM Inference: From Knowledge Distillation to Speculative Decoding

Introduction Part 2: Knowledge Distillation, KV Caching, and Speculative Decoding In the first part, quantization and pruning were discussed as techniques to optimize Large Lang...

20 August 2026Read
Understanding Data Cleaning
Data Analysis5 min read

Understanding Data Cleaning

Data cleaning is the process of identifying and rectifying problems in a dataset, such as missing, duplicate, or irrelevant data, to enhance its quality. Raw data, such as log f...

20 August 2026Read
Evaluating AI Agents: Beyond Traditional Testing Methods
AI/ML7 min read

Evaluating AI Agents: Beyond Traditional Testing Methods

Contents Reimagining QA for AI Agents: A New Approach Creating AI agents, like Omega for sales teams, extends beyond mere automation. These agents must seamlessly integrate into...

20 August 2026Read
Understanding Association Rules in Data Analysis
Data Analysis7 min read

Understanding Association Rules in Data Analysis

Association rules are a key concept in data analysis, used to identify relationships, correlations, or patterns within large datasets. They help describe how often itemsets appe...

20 August 2026Read
AI/ML5 min read

Roulette Mode: Switching Language Models in mini-SWE-agent

What happens when an agent uses a different language model on every turn? In an experiment with mini SWE agent, randomly switching between GPT 5 and Sonnet 4 produced a higher S...

19 August 2026Read
AI/ML8 min read

GLM-5.3: How Chinese AI Labs Are Keeping Pace With Frontier Models

GLM 5.3 reaches the frontier of agentic coding Z.ai has announced GLM 5.3, a model currently available through its coding plan. API access is planned for a later release, follow...

19 August 2026Read
AI/ML3 min read

Greenidge Generation Rebrands as Vulcan Infrastructure and Power to Target AI and HPC

Greenidge Generation Rebrands as Vulcan Infrastructure and Power to Target AI and HPC Greenidge Generation has changed its name to Vulcan Infrastructure and Power as it shifts a...

19 August 2026Read
Building a Video Game with GPT-5.4
AI/ML4 min read

Building a Video Game with GPT-5.4

OpenAI has introduced GPT 5.4, their latest iteration in AI models, available through ChatGPT, their API, and Codex, a specialized coding IDE. This model represents a significan...

19 August 2026Read
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Blog - AI/ML - Page 5 — Xfinit Software