AI — Page 21

Mapping the Claude Ecosystem: Four Products, One Platform

Claude has grown from a chatbot into a layered ecosystem of products and automations. Here's what each piece actually does—and what questions it raises.

Google Cloud MCP Explained diagram showing flow from Agent Language Model through MCP to External tools, with smiling woman…

Model Context Protocol Explained: How MCP Works

AI. Yuki Okonkwo2 months ago· 8 min read

Model Context Protocol Explained: How MCP Works

MCP standardizes how AI models connect to tools and data. Here's what the protocol actually does, how clients and servers talk, and why it matters for developers.

Claude Code Design Skills That Escape Generic AI Output

AI. Yuki Okonkwo2 months ago· 8 min read

Claude Code Design Skills That Escape Generic AI Output

AI Labs breaks down the Claude Code skill stack that moves AI-generated websites past purple gradients and scroll reveals into something with a real design point of view.

ByteDance's Seedance 2.5 Raises the Bar for AI Video

Samira Barnes·2 months ago

ByteDance's Seedance 2.5 Raises the Bar for AI Video

ByteDance's Seedance 2.5 promises 30-second native clips, 50 reference inputs, and a copyright platform. Here's what's confirmed, what's hype, and what it means.

Competitive benchmark leaderboard showing AI model performance rankings with chess position, code interface, and "FUGU…

Sakana Fugu Is a Router, Not a Frontier Model

AI. Samira Barnes2 months ago· 7 min read

Sakana Fugu Is a Router, Not a Frontier Model

Sakana Fugu benchmarks against top AI models, but it's an orchestration layer, not a foundation model. Here's what that category gap costs developers.

A smiling person in a black shirt next to a Ponytail app icon with an orange background and white starburst design

Ponytail Cuts Claude Code Token Usage by 94%

Bob Reynolds·2 months ago

AI. Bob Reynolds2 months ago· 6 min read

Ponytail Cuts Claude Code Token Usage by 94%

Ponytail is a Claude Code plugin that enforces a seven-step minimalism checklist before writing code. Here's what it does, how it works, and what to watch for.

Man in beanie and glasses with arms outstretched against dark background with cyan "IMAGINATION" text and orange starburst…

Claude Fable 5 and the Data You Hand Over

Claude Fable 5 and the Data You Hand Over

Claude Fable 5 promises to handle whole jobs autonomously. Before you hand it your CRM export, ask who controls what it learns about you.

Futuristic dashboard interface displaying Claude OS autonomous agent system with glowing orange core, system metrics, and…

Building a Personal Agent OS: One Dashboard for AI

Building a Personal Agent OS: One Dashboard for AI

Julian Goldie's custom Agent OS centralizes AI agents, shared memory, and autonomous loops. A look at what it does, how it works, and what it can't yet promise.

Organization settings screen showing Claude Tag configuration with Slack integration enabled and access controls, with a…

Claude Tag Gives AI Its Own Identity in Slack

Claude Tag Gives AI Its Own Identity in Slack

Anthropic's Claude Tag introduces a new access model where the AI acts under its own identity in Slack—not yours. Here's what that means for security teams.

A person in medical attire with a headlamp and stethoscope stands against a dark background with "MIDJOURNEY MEDICAL" text…

Midjourney Medical's Ultrasonic Body Scanner, Explained

Tyler Nakamura·2 months ago

Midjourney Medical's Ultrasonic Body Scanner, Explained

Midjourney founder David Holz wants to reinvent medical imaging with ultrasonic full-body scans. Here's what the technology promises—and where physics pushes back.

Cyan building icon with arrow pointing to glowing blue sphere containing "TRILLION $ MARKET" text against dark background

AI Is Reshaping Services Jobs—Are You Ready?

AI. Tyler Nakamura2 months ago· 7 min read

AI Is Reshaping Services Jobs—Are You Ready?

Y Combinator thinks AI-native startups will rewrite tax, law, insurance, and healthcare. Here's what that means if you're early in your career in those fields.

Anthropic announcement graphic with orange border, glowing white text reading "SONNET 5?" and orange dotted wave pattern…

Claude Sonnet 5, GPT-5.6, and What Labs Aren't Telling You

AI. Rachel "Rach" Kovacs2 months ago· 9 min read

Claude Sonnet 5, GPT-5.6, and What Labs Aren't Telling You

Claude Sonnet 5, a GPT-5.6 voice upgrade, and a secret Mythos successor all in one week. Here's what the model release cycle isn't telling you about privacy and oversight.

Man in dark shirt against warm-lit background with text reading "He left DeepMind for Anthropic" and "John Jumper · NOBEL…

John Jumper on What AlphaFold Solved and What It Didn't

Samira Barnes·2 months ago

John Jumper on What AlphaFold Solved and What It Didn't

Nobel laureate John Jumper explains AlphaFold's real limits, its architecture's true innovations, and what drew him from DeepMind to Anthropic.

Stressed man in blue shirt covers face while colleagues celebrate chaotically in bright office setting

AI Video's Realism Gap and the Workflow Layer Bet

AI. Samira Barnes2 months ago· 7 min read

AI Video's Realism Gap and the Workflow Layer Bet

Local AI video runs free on your machine. Frontier models win on realism. But the real question is who controls the workflow layer—and what that means legally.

A developer at a computer with text "LESS CODE BETTER QUALITY" and an arrow pointing to a cartoon character wearing…

Ponytail Cuts AI Coding Agent Costs by Up to 77%

AI. Yuki Okonkwo2 months ago· 6 min read

Ponytail Cuts AI Coding Agent Costs by Up to 77%

Ponytail is a Claude Code plugin that enforces YAGNI principles to reduce AI-generated code bloat. Here's what the benchmarks actually show—and what they don't.

Man with beard and glasses wearing white beanie looks directly at camera with concerned expression against dark background…

AI Voice Cloning and the Accountability Gap

Samira Barnes·2 months ago

AI Voice Cloning and the Accountability Gap

Voice cloning already passes in casual listening. The harder question isn't whether AI was used—it's who's accountable for what gets said with it.

Orange digital figures spiral inward toward a glowing starburst center with text "IT'S ABSURD" and "Artifacts" on black…

Claude Code Artifacts: What Enterprise Teams Need to Know

AI. Samira Barnes2 months ago· 7 min read

Claude Code Artifacts: What Enterprise Teams Need to Know

Claude Code's new Artifacts feature auto-publishes live web pages from coding sessions. Here's what enterprise compliance teams need to ask before deploying it.

A presenter in a dark suit stands before a large screen displaying a glowing green and white humanoid robot head alongside…

Fusion Agents and Abacus AI Redraw the AI Attack Surface

Fusion Agents and Abacus AI Redraw the AI Attack Surface

Fusion Agents and Abacus AI can now deploy live infrastructure on request. That's not just a productivity story—it's a security story worth understanding.

A woman in a maroon shirt speaks to camera with code and diagrams visible on a dark background, labeled "think series:…

AI Agents in Production: What Actually Works

AI Agents in Production: What Actually Works

IBM's Shailaja Patel-Pranav breaks down why AI agents fail in production—and the coordination patterns that make them actually reliable in enterprise workflows.

A futuristic AI robot head in gold and white displayed on stage next to glowing "SubQ" text promoting "1000x Less Compute"…

SubQ Claims 12M Token Context at Near-Zero Cost