Category: Artificial Intelligence - Page 2

How to Protect Model Weights and Intellectual Property in Large Language Models

How to Protect Model Weights and Intellectual Property in Large Language Models

Learn how to protect your large language model's weights and intellectual property using fingerprinting, watermarking, and legal strategies. Real-world techniques, market trends, and implementation steps for 2025.
Replit for Vibe Coding: Cloud Dev, Agents, and One-Click Deploys

Replit for Vibe Coding: Cloud Dev, Agents, and One-Click Deploys

Replit lets you code, collaborate, and deploy apps in your browser with AI-powered agents and one-click publishing. No setup. No installs. Just build and ship.
Model Lifecycle Management: How LLM Updates and Deprecations Affect API and Open-Source Choices

Model Lifecycle Management: How LLM Updates and Deprecations Affect API and Open-Source Choices

Learn how LLM deprecation policies and lifecycle management differ between API and open-source models-and why ignoring them can break your apps. Get practical steps to avoid costly surprises.
Optimizing Attention Patterns for Domain-Specific Large Language Models

Optimizing Attention Patterns for Domain-Specific Large Language Models

Optimizing attention patterns in domain-specific LLMs improves accuracy by focusing on key terms and relationships. LoRA fine-tuning cuts costs by 95% while boosting performance in healthcare, legal, and finance. But over-specialization can break general understanding.
Auditing and Traceability in Large Language Model Decisions: A Practical Guide for Compliance and Trust

Auditing and Traceability in Large Language Model Decisions: A Practical Guide for Compliance and Trust

Auditing and traceability in LLM decisions ensure ethical, legal, and transparent AI use. Learn how to implement governance frameworks, track model behavior, and comply with global regulations like the EU AI Act.
Cost per Action vs Cost per Token: Which LLM Pricing Model Saves You Money?

Cost per Action vs Cost per Token: Which LLM Pricing Model Saves You Money?

Cost per token dominates LLM pricing, but cost per action offers predictable, business-friendly billing. Learn how each model works, which fits your use case, and why per-action pricing is gaining ground in 2025.