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Aklatan
The Supragraphos library. “Aklatan” is a Filipino shorthand for “Silid-Aklatan” — a room for books. Aklatan is Supragraphos’ repository of published work.
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The Emergent Structure of Natural Language: Our Spin on Knowledge Representation & Reasoning Heuristics
A KRR is a set of ontological commitments — a representation that carries a theory of reasoning. So it doesn’t just store what’s known, it sanctions and recommends inferences atop what’s known. When that representation is natural language, those commitments and that reasoning theory are already in the words.
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Model Collapse: AI Gets Dumber the More It Trains on AI-Generated Data
Turns out, when you feed AI its own garbage, it gets dumber. Who’d have thought?
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How Structure and Language Choices Impact Prompt Engineering for LLMs
Choose a prompt: Your output should embody brevity. Or: Your output should demonstrate brevity. This isn’t a trick question. It’s a practical problem in the age of ChatGPT, Gemini, Claude — or whatever flavor of generative AI (genAI) large language model (LLM) you prefer. Because interestingly (and frustratingly), when you interact with genAI LLMs, the…
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ChatGPT Vs Gemini Vs Prompting: Experimenting with GenAI Output Quality & CORE Heuristics
Comparing ChatGPT and Gemini output and developing online content heuristics
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You’re Wrong about Generative AI for Long-Form Content
Why is generative AI so stupid for long-form content? Well, it’s not. McKinsey estimates generative AI will add $2.6 trillion in value to the world economy — and you’re missing out because you can’t use it properly.