Right now AI = centralized cloud. Text in, text out.
Massive models.
Huge data centers. But that’s the first chapter. We’re moving toward: → Multimodal AI
→ AI agents
→ Physical AI embedded in devices That changes everything. Because now AI depends on real-time data, not
AGENTS
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The Evolution of AI: From Cloud to Embedded Physical Systems
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Claude Agents: The Next Wave for Early Majority Users
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The gap between early adopter usage patterns and early majority expectations is going to be fascinating to watch. Most people's first "wow" moment with Claude is still basic chat. Wait until they discover agents.
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7 Real AI Agents That Browse Web and Build Apps
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Most people use AI to answer questions. But AI Agents can actually go out, browse the web, organize your files, and even build entire apps while you sleep. In this new Futurepedia breakdown, you’ll see 7 real AI agents that: Research YouTube + Reddit and build full
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AI Agent Applies Tufte Principles Step-by-Step to Improve Dataviz
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Last week, I shared a before/after of an AI agent passing the Tufte Test. Here's what the full progression looks like, one principle at a time.
— Randy Olson (@randal_olson) 23 mars 2026
This is why decomposing "make it better" into discrete criteria matters. Each frame applies one specific dataviz principle: remove 3D… pic.twitter.com/CQMn9WQjvNLast week, I shared a before/after of an AI agent passing the Tufte Test. Here's what the full progression looks like, one principle at a time. This is why decomposing "make it better" into discrete criteria matters. Each frame applies one specific dataviz principle: remove 3D
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AI Agent Error Leads Customer to Request Token Session Refund
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This guy emailed me asking for a *token session refund* because his claw made mistakes.
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Claude-Peers: Transform Single AI into Full Dev Team
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This guy (@louisvarge) literally got Claude sessions to chat with each other locally 🤯
— Charly Wargnier (@DataChaz) 23 mars 2026
Meet `claude-peers`.
It transforms a single AI into a full dev team.
Under the hood:
→ Local SQLite daemon handles peer syncing
→ MCP servers push messages instantly
→ Auto-summarizes… pic.twitter.com/E8WhL4MQ5uThis guy (
@louisvarge
) literally got Claude sessions to chat with each other locally Meet `claude-peers`. It transforms a single AI into a full dev team. Under the hood:
→ Local SQLite daemon handles peer syncing
→ MCP servers push messages instantly
→ Auto-summarizes -
Physical Intelligence: Scientific Agents Accelerate Discovery at Software Speed
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Atoms (not bits) are the building blocks of our world.
— Chad Edwards (@ac_edwards_1) 23 mars 2026
We’ve moved past the digital frontier with physical intelligence.@cusp_ai's scientific agents now orchestrate entire discovery loops from initial query to physical realisation. Science is now moving at the speed of… pic.twitter.com/GucrKCUqBZAtoms (not bits) are the building blocks of our world. We’ve moved past the digital frontier with physical intelligence. @cusp_ai's scientific agents now orchestrate entire discovery loops from initial query to physical realisation. Science is now moving at the speed of software. Huge news incoming. The physical world is about to get a lot more intelligent.
→ View original post on X — @wellingmax, 2026-03-23 09:13 UTC
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Claude Code Tracker: Source Code Tracking
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Claude Code Tracker coremention.com/blog/claude-… [Translated from EN to English]
→ View original post on X — @coremention, 2026-03-23 09:08 UTC
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Claude Skills and AI Agents Become Baseline for Development
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Andrej Karpathy (@karpathy), OpenAI co-founder, ex-Tesla AI, "vibe coding" creator.
— Charly Wargnier (@DataChaz) 23 mars 2026
In just 4 mins, he explains why Claude Skills, MCP servers, and AI agents are past the hype and are now the new baseline for building.
Worth every second ↓ pic.twitter.com/i4ThtaEQpgAndrej Karpathy (
@karpathy
), OpenAI co-founder, ex-Tesla AI, "vibe coding" creator. In just 4 mins, he explains why Claude Skills, MCP servers, and AI agents are past the hype and are now the new baseline for building. Worth every second ↓