Archive: 2026/01 - Page 2

Vibe Coding for Full-Stack Apps: What AI Can Really Do Today

Vibe Coding for Full-Stack Apps: What AI Can Really Do Today

Vibe coding lets you build full-stack apps with AI from simple prompts. Learn what it can do today, where it fails, and how to use it effectively without getting burned by bad code.
How to Calibrate Confidence in Non-English LLM Outputs

How to Calibrate Confidence in Non-English LLM Outputs

LLMs often overstate their confidence in non-English responses, creating dangerous blind spots. Learn why calibration fails across languages and how to protect yourself today.
Flash Attention: How Memory Optimizations Speed Up Large Language Model Inference

Flash Attention: How Memory Optimizations Speed Up Large Language Model Inference

Flash Attention slashes memory use and speeds up LLM inference by optimizing how attention computations move data in GPU memory. It enables 32K+ token contexts without accuracy loss, and is now standard in top models like Llama 3 and Claude 3.
Fairness Testing for Generative AI: Metrics, Audits, and Remediation Plans

Fairness Testing for Generative AI: Metrics, Audits, and Remediation Plans

Fairness testing for generative AI ensures AI systems don't reinforce bias in text, images, and decisions. Learn key metrics, audit methods, and real-world remediation plans used by leading companies in 2026.
How Large Language Models Learn: Self-Supervised Training at Internet Scale

How Large Language Models Learn: Self-Supervised Training at Internet Scale

Large language models learn by predicting the next word in trillions of internet text samples using self-supervised training. This method powers GPT-4, Claude 3, and Llama 3, but comes with trade-offs in accuracy, bias, and cost.
Accessibility-Inclusive Vibe Coding: Build WCAG-Compliant Interfaces by Default

Accessibility-Inclusive Vibe Coding: Build WCAG-Compliant Interfaces by Default

Accessibility-inclusive vibe coding combines AI-assisted development with WCAG 2.2 patterns to build accessible interfaces by default. Learn how to reduce fixes, avoid audits, and create truly inclusive digital products.
Style Transfer Prompts in Generative AI: How to Control Tone, Voice, and Format

Style Transfer Prompts in Generative AI: How to Control Tone, Voice, and Format

Learn how to use style transfer prompts in generative AI to control tone, voice, and format for consistent, high-performing content. Get practical methods, tool comparisons, and real-world fixes for common mistakes.