AI Concepts Articles
Browse 1087 articles about AI Concepts.
What Is the Agent Harness? Why Scaffolding Matters More Than the Model
Cursor's research shows the same model scores 46% or 80% depending on the harness. Learn why your agent wrapper drives more performance than model choice.
What Is the AI Adoption Gap? Why 86% of Employees Can Use AI but Only 25% Do
IBM's CEO survey reveals a 61-point gap between AI capability and actual usage. Here's what's causing it and how to close it inside your organization.
How to Use AI Agents for Workflow Automation: The Build vs Buy vs Wait Framework
40% of agentic AI projects will fail by 2027. Use this five-lever framework—automate, build, buy, hire, wait—to make smarter AI investment decisions.
What Is the Investment Decision Matrix for AI Workflows? Build, Buy, Hire, or Wait?
Use a two-axis matrix—work specificity vs market maturity—to decide whether to build, buy primitives, hire, or wait on any AI workflow investment.
What Is the Chief AI Officer Role? Why 76% of CEOs Are Hiring One in 2026
The CAIO role jumped from 26% to 76% adoption in two years. Learn what the role entails, who fills it, and how AI fluency is reshaping every department.
What Is the 'Do Not Automate What You Cannot Describe' Principle?
If you can't describe a workflow's inputs, outputs, exceptions, and ownership, you can't automate it well. Here's how to apply this rule to AI projects.
What Is DramaBox by Resemble AI? Open-Source Emotional Text-to-Speech Explained
DramaBox generates text-to-speech with emotional arcs, breath control, and voice cloning from 10 seconds of audio. Here's how it works and how to try it.
How to Build a Hybrid AI Memory System: Combining Memarch and Hermes for Claude Code
Memarch captures everything automatically. Hermes curates what matters. Learn how to combine both into a three-tier memory system that never forgets.
What Is LipDub? Open-Source Multilingual Lip-Sync for AI-Generated Video
LipDub is an open-source tool built on LTX that replaces dialogue in video with new speech in any language while preserving the original performance.
What Is Mercury 2? The Diffusion-Based Language Model That Runs 5x Faster Than Claude Haiku
Mercury 2 from Inception Labs applies image diffusion methods to language generation, producing outputs 5x faster than Claude Haiku. Here's how it works.
Why You Should Never Switch Models Mid-Conversation in AI Coding Agents
Switching models mid-task causes cache misses, context mismatches, and slower turns. Cursor's research explains why one model per session is the right call.
What Is Semantic Memory Search for AI Agents? How Vector Databases Enable Meaning-Based Recall
Keyword search misses synonyms and context. Semantic memory search uses vector embeddings to find information by meaning. Here's how to add it to your agents.
What Is Thinking Machines Labs' Interaction Model? Real-Time AI with Time Awareness
Thinking Machines Labs' new interaction model offers real-time translation, time tracking, and simultaneous tool calls. Here's what it means for AI agents.
What Is the Verifier Pattern in Multi-Agent Systems? How Independent Review Catches Bugs
Using the same model to write and verify code preserves biases. The verifier pattern uses a separate agent with no shared context to catch real errors.
Agent Harness Engineering: Why Your Wrapper Matters More Than the Model
Cursor's research shows the same Claude model scores 46% vs 80% depending on harness design. Here's what harness engineering means and how to build better ones.
Anthropic's 2028 AI Leadership Essay: Two Scenarios for the US-China AI Race
Anthropic's essay outlines two futures: US maintains compute dominance or China catches up. Here's what the argument means for AI builders and enterprise teams.
Claude Code Memory Systems Compared: Memarch vs Hermes vs Built-In
Compare Claude Code's built-in memory, Memarch's vector database, and Hermes's curated facts to find the best persistent memory setup for your agents.
Multi-Agent Reliability Math: Why Chaining 5 Agents Drops Success Rate to 77%
Chain five agents at 95% reliability each and your end-to-end success rate collapses to 77%. Here's the compounding problem and how to architect around it.
What Is the Claude Agent SDK? How It Differs from the Claude API
The Claude Agent SDK gives your agent tools, bash access, and a full agentic loop—not just a text response. Here's when to use it over the raw API.
What Is DramaBox by Resemble AI? Open-Source Emotional Text-to-Speech Explained
DramaBox generates voice with pacing, breath control, and emotional arcs from prose-style prompts. Clone a voice in 10 seconds with this open-source model.