Channels is rolling out as a Research Preview. If you want to explore the access controls, allowlists, and the underlying architecture, Anthropic has it all documented. → https://
code.claude.com/docs/en/channe
ls
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AGI
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Channels research preview with access controls documented
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Claude Code now supports remote-controlled AI agents
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🚨 @AnthropicAI just made Claude Code remote-controlled.
— Charly Wargnier (@DataChaz) 20 mars 2026
Meet Channels.
You can now:
→ Connect a persistent local Claude session directly to a Discord or Telegram Bot
→ Message tasks to your bot on the go
→ Come back to finished code 🔥
Here’s how to set it up:
1️⃣ Create a… pic.twitter.com/N7B2oEgdUi@AnthropicAI just made Claude Code remote-controlled. Meet Channels. You can now:
→ Connect a persistent local Claude session directly to a Discord or Telegram Bot
→ Message tasks to your bot on the go
→ Come back to finished code Here’s how to set it up: Create a -
AI Capabilities: The Moving Goalposts of Human Comparison
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When the latest AI systems can't do something, there's a category of people who will immediately say, "well humans can't do it either!" – Then they stop saying it when AI improves a bit. Been hearing it for 4+ years, "humans can't reason either", "humans can't adapt to a task
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AI system limitations and auditing challenges
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NOOOOOOOOON ÇA NE MARCHE PAS CAAAAAAAAAAA !!!
— Defend Intelligence (Anis Ayari) (@DFintelligence) 19 mars 2026
On interview pas des IA en 2026 mais voyons.
Surtout quand on sait qu’ils sont déterminé par le contexte de l’utilisateur, la manière de poser les questions etc
Ce n’est pas comme ça qu’on audit un système d’IA saperlipopette. https://t.co/okGIgKMezJNOOOOOOOOON ÇA NE MARCHE PAS CAAAAAAAAAAA !!! On interview pas des IA en 2026 mais voyons. Surtout quand on sait qu’ils sont déterminé par le contexte de l’utilisateur, la manière de poser les questions etc Ce n’est pas comme ça qu’on audit un système d’IA saperlipopette.
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AGI from Scaling: The Most Expensive Experiment with Unpromising Results
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Not so, not at all. The most expensive experiment in history is *not* the Metaverse. It is trying to derive AGI from scaling. Far more expensive. So far the results are not promising.
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AGI Discussion: Contrasting Financial Losses with Lack of True AGI and Questioning Benchmarks
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now plot losses, which have grown even faster but anyway that is $, not AGI, of which there is nothing to plot, because there is none. (just benchmarks, which often appear to be gamed).
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Reasoning versus Pattern Matching: Causal and Correlative Models
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To make it very short: reasoning generates causal models of the data, pattern matching uses associative/correlative models of the data.
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Model Limitations: Why AGI Needs True Metalearning Capabilities
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The fact that you need to provide a specialized harness clearly shows the model *does not* encode the kind of metalearning knowledge and problem-solving strategies that humans use. Humans solve novel problems without being told how to proceed step by step. AGI would *not* need a
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Defining Reasoning and Pattern Matching in AI Systems
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"all reasoning is pattern matching" is a useless statement if you don't define "reasoning" and "pattern matching" first. You might as well say "all information processing is information processing." With grounded definitions of both, reasoning and pattern matching are *very*