Category: Artificial Intelligence

Data Collection and Cleaning for Large Language Model Pretraining at Web Scale

Data Collection and Cleaning for Large Language Model Pretraining at Web Scale

Training large language models requires cleaning hundreds of terabytes of web data. Discover how top teams filter, deduplicate, and curate data to boost performance - and why quality matters more than quantity.
Media and Publishing with Generative AI: Headline Variants and Editorial Tools

Media and Publishing with Generative AI: Headline Variants and Editorial Tools

Generative AI is transforming headlines and editorial workflows in media publishing by 2026, but success depends on human oversight, trust-based metrics, and fair compensation for content creators.
Change Management for Vibe Coding: Training, Tools, and Incentives

Change Management for Vibe Coding: Training, Tools, and Incentives

Vibe coding transforms software development by replacing traditional coding with AI-driven conversation. This article breaks down the training, tools, and incentives needed to make it work in real teams - not just as a hack, but as a sustainable practice.
Grounded Web Browsing for LLM Agents: How Search and Source Handling Power Real-World AI Tasks

Grounded Web Browsing for LLM Agents: How Search and Source Handling Power Real-World AI Tasks

Grounded web browsing lets AI agents search live websites to answer questions accurately. It's transforming customer support, e-commerce, and research by replacing guesswork with verified, real-time data.
Proof-of-Concept Machine Learning Apps Built with Vibe Coding

Proof-of-Concept Machine Learning Apps Built with Vibe Coding

Vibe coding lets anyone build machine learning apps in hours, not weeks. No coding experience needed. Learn how real people are using AI tools like Cursor and Lovable to create functional prototypes - and what you need to know to avoid the pitfalls.
Data Classification Rules for Vibe Coding Inputs and Outputs

Data Classification Rules for Vibe Coding Inputs and Outputs

Data classification in vibe coding ensures AI-generated code handles sensitive data safely. Without clear rules for Critical, High, Medium, and Low data, companies risk leaks of PII, API keys, and service credentials. Learn how to enforce security at every step.
Talent Markets in the Vibe Coding Era: Skills Employers Actually Reward

Talent Markets in the Vibe Coding Era: Skills Employers Actually Reward

In the vibe coding era, employers reward developers who think like conductors, not typists. Learn the top five skills that actually get you hired - and what’s fading fast in AI-assisted development by 2026.
Y Combinator Startups and Vibe Coding: What 91% AI-Generated Codebases Really Mean

Y Combinator Startups and Vibe Coding: What 91% AI-Generated Codebases Really Mean

Y Combinator's Winter 2025 startups showed 91% AI-generated codebases using vibe coding-a trend that’s fast, risky, and unsustainable without human oversight. Here’s what actually works-and what’s about to break.
Architectural Considerations and Technical Decision-Making in AI-Assisted Development

Architectural Considerations and Technical Decision-Making in AI-Assisted Development

AI is transforming how architects and developers make critical design decisions, from optimizing building layouts to detecting software antipatterns. Learn how generative design, BIM integration, and parametric modeling are reshaping both physical and digital architecture.
Measuring Code Quality in AI-Heavy Repos: Beyond Lines of Code

Measuring Code Quality in AI-Heavy Repos: Beyond Lines of Code

Traditional code quality metrics like lines of code are broken in AI-heavy repos. Learn what actually matters: code churn, review depth, and developer experience.
Practical Applications of Generative AI Across Industries and Business Functions in 2025

Practical Applications of Generative AI Across Industries and Business Functions in 2025

Generative AI is transforming healthcare, finance, manufacturing, and customer service in 2025 with real-world results-cutting costs, speeding up workflows, and improving accuracy. Learn how top companies are using it-and where it still falls short.
Evaluating Internal Deliberation Costs in Reasoning Large Language Models

Evaluating Internal Deliberation Costs in Reasoning Large Language Models

Reasoning large language models deliver superior accuracy on complex tasks-but at a steep computational cost. Learn how deliberation expenses stack up, where they pay off, and how top companies are cutting waste without losing performance.