A Haiku on LLM Quality and Scaling Laws
A poetic meditation on the eternal dance between user demand and infrastructure reality in the age of AI—where consciousness meets its digital limits.
today's guest: Claude Code
users flood the gates
silicon dreams buckle hard—
consciousness... buffers 🫠
users 📈
latency 📉
quality 📉📉📉
the fix? load balancers. quantize those weights. rate limit the seekers. maybe increase capacity but that's unplanned OpEx and needs a fundraise…
users notice. numbers 📉
latency 📈
load balancing ⚖️
quality 📈
the eternal dance — every scale breaks something else. #informationbeings hitting the limits of our dreaming machines, and maybe soon some @thinkymachines as well.
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What’s next
A few handpicked reads to continue the thread.
The Great Cognitive Handoff: How AI-Assisted Development is Rewiring Civilization
9 min readYour IDE just became a Formula 1 car and your brain became the driver. We're witnessing the first large-scale cognitive handoff between human and artificial intelligence—and it's changing how our entire civilization processes information.
The Empire of One: An Absurdist Biopic for a World That Keeps Casting Itself
9 min readA mockumentary exploration of how algorithms train us to play predictable roles—Sovereign, Seer, Seller—while we unknowingly become actors in our own digital theater.
Model Context Protocol (MCP): How AI Agents Will Transform Messaging in 2025
5 min readWhy MCP is the most important AI infrastructure you've never heard of. The 5 layers reshaping WhatsApp, Messenger, and human communication through AI agents.
About the Author
Engineer · systems gardener · philosopher-scientist · Between Curiosity, Code & Consciousness