The router is smarter than you think. It doesn't just pick experts randomly. It learns input-expert affinity during training. "Explain quantum physics" → activates Science + Technical experts
"Write a poem about love" → activates Creative + Emotional experts Specialized
PROMPT ENGINEERING
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Router learns input-expert affinity patterns
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Prompt Specific AI Models for Better Results
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yep – but you can prompt it to use specific model too!
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Using Codex Parallel Instances for Task Automation
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there are few ways to go about it but I think the easiest would be to just activate background terminal (experimental) and just ask codex to spin up parallel instances to solve your task/ list of tasks
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AI Humanizer Tool Bypasses Detection Systems
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AI writing is getting better, but detectors are getting smarter. Most AI drafts still sound robotic and get flagged instantly. Enter Clever AI Humanizer: The free tool to make your AI text undetectable and human-like. Here's what you need to know: Bypasses Detectors:
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AI-Powered Learning: Master Anything Faster with Smart Techniques
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How to learn anything faster with AI Explain it like I’m 5
Examples & analogies
Quizzes, mind maps, role-play
Expert debates + feedback loops AI = tutor, coach, and study partner. #AI #Learning #Productivity #GenAI -
Skills Addition Roadmap: Explicit Invocation Coming Soon
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you can add skills to the project, however, explicit invocation is not supported yet and is on the roadmap! (deleted my previous post as it was not entirely accurate)
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Create-Plan Skill in Codex for Iterative AI Workflows
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the create-plan skill in codex comes in clutch many times! I use it all the time to iterate around with a SPEC md before firing off codex to go get shit done if you haven't already install it (simply ask install create-plan skill) and try it out
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Transformational AI Model Efficiency Gains
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The deployment implications are massive: – GPT-3 scale models (175B params) → 17.5B params at same accuracy
– Monthly inference costs: $500K → $50K
– Latency: 2 seconds → 200ms
– Memory requirements: 350GB → 35GB This isn't incremental. It's transformational. -
Building AI Integrations with Claude and Notion Automation
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I’m setting up my first-ever notion integrations. I’m communicating errors with Claude through screenshots. I’m debugging servers. Im adding animation gradients. I’m dictating it all through Wispr flow. I am 0% stressed and I’m watching “We Met in December”. Is this real life?
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Hallmark Movies Hack for Peaceful Multi-Terminal Coding
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I don't know how to describe it, but the greatest vibe coding hack for people who hate deep work is to turn on a Hallmark holiday movie in the background. There's something about the movie pacing that makes hammering 3 different Claude terminals feel very peaceful.