Dev | doing the math for you

“Personality” in a Machine: What Do We Mean?

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LLM coding personalities: recognize archetypes, biases, and failure modes—calibrate prompts and reviews to harness strengths.

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Protocol wars: OpenAI’s commerce-focused ACP vs Anthropic’s integration-first MCP — will AI become buyer, connector, or a hybrid?

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Agentic Commerce Protocol (ACP) enables secure, agent-driven Instant Checkout in chat—streamlined purchases for retail and SaaS.

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CraftGPT: an LLM built from Minecraft Redstone — a physical, mind-bending demo of latency, quantization, and engineering tradeoffs.

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Google’s AI summaries aren’t stealing journalism: they expose what’s reducible. Journalism prioritizes investigation, context, & depth.