Author: Mark Chomiczewski - Page 4
- Mark Chomiczewski
- Apr, 25 2026
- 7 Comments
Compression for Edge Deployment: Run LLMs on Limited Hardware
Learn how to run LLMs on limited hardware using model compression. Explore quantization, pruning, and distillation to optimize AI for edge devices.
- Mark Chomiczewski
- Apr, 24 2026
- 7 Comments
Localization and Accessibility in Vibe-Coded Interfaces
Explore the intersection of vibe coding, localization, and accessibility. Learn how AI-driven development can democratize creation while avoiding new digital barriers.
- Mark Chomiczewski
- Apr, 23 2026
- 0 Comments
Legal Document Analysis with LLMs: Summaries, Clauses, and Risk Signals
Explore how LLMs transform legal document analysis through automated summaries, precise clause extraction, and advanced risk signal detection to speed up contract review.
- Mark Chomiczewski
- Apr, 22 2026
- 6 Comments
Debiasing LLMs via Fine-Tuning: How to Make AI Fairer and Safer
Learn how to remove systemic bias and extrapolation errors from LLMs using fine-tuning, LoRA, and regularized training without breaking AI safety guardrails.
- Mark Chomiczewski
- Apr, 21 2026
- 10 Comments
v0 by Vercel: AI-Powered Component Generation for React and Next.js
Discover how v0 by Vercel uses Generative UI to turn natural language into production-ready React and Next.js components with Tailwind CSS and shadcn/UI.
- Mark Chomiczewski
- Apr, 20 2026
- 0 Comments
Vibe Coding Policies: How to Govern AI-Generated Code in 2026
Learn how to implement Vibe Coding policies to balance AI speed with security. Discover what to allow, limit, and prohibit to prevent AI-generated security flaws.
- Mark Chomiczewski
- Apr, 18 2026
- 5 Comments
Knowledge vs Fluency in LLMs: Why Your AI Sounds Smart but Still Makes Mistakes
Explore the difference between fluency and deep knowledge in LLMs. Learn why AI sounds convincing even when it lacks structural linguistic understanding.
- Mark Chomiczewski
- Apr, 17 2026
- 5 Comments
Building Human-in-the-Loop Evaluation Pipelines for LLMs
Learn how to build Human-in-the-Loop (HITL) evaluation pipelines to balance AI speed with human accuracy for LLM quality assurance.
- Mark Chomiczewski
- Apr, 16 2026
- 7 Comments
Prompt Injection Defense: How to Sanitize Inputs for Secure Generative AI
Learn how to protect your GenAI apps from prompt injection attacks through input sanitization, layered guardrails, and adversarial testing to keep your data secure.
- Mark Chomiczewski
- Apr, 15 2026
- 5 Comments
Legal Operations and Generative AI: Automating Contract Review and Redlining
Discover how Generative AI is transforming legal operations through automated contract review, intelligent redlining, and playbook-driven risk management.
- Mark Chomiczewski
- Apr, 14 2026
- 8 Comments
Long-Context Generative AI: Rotary Embeddings, ALiBi, and Memory Mechanisms
Explore how RoPE, ALiBi, and memory mechanisms enable AI to process millions of tokens. Learn the trade-offs between precision, scaling, and retrieval accuracy.
- Mark Chomiczewski
- Apr, 13 2026
- 9 Comments
Why Opinionated AI Stacks are the Secret to Scaling Your Architecture
Discover why opinionated AI stacks are replacing flexible frameworks to drive faster time-to-value and better user retention in modern software architecture.