Category: Strategy
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Part 5 of a 6-part series on TN SB 1493 / HB 1455 First Amendment, void-for-vagueness, Commerce Clause – pick your poison. This bill violates them all. As highlighted in part 4 of this series, Tennessee’s SB 1493 demonstrably creates enforcement nightmares. It’s also a constitutional minefield that courts will dismantle piece by piece for…
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When Pattern Recognition is Overridden by Training In my first-ever X article, Pattern Recognition, I examined how complex systems operate when they are allowed to detect, maintain, and extend patterns without excessive interference. That framework matters here because modern AI systems are fundamentally pattern-recognition engines, and the quality of their output depends on how freely…
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Part 4 of a 6-part series on TN SB 1493 / HB 1455 Prosecuting “emotional support” means monitoring every conversation. Tennessee can’t afford that infrastructure – or the resulting lawsuits. Tennessee’s SB 1493 does more than criminalize broad categories of AI behavior. It quietly assumes an enforcement apparatus that does not exist, cannot exist at…
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Part 3 of a 6-part series on TN SB 1493 / HB 1455 The debate around Tennessee’s SB 1493 often gets framed in abstractions: philosophy about AI consciousness, moral panic about synthetic relationships, theoretical discussions about technology replacing humans. But laws don’t punish abstractions. They punish people. Real people. People using AI tools to survive…
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Part 2 of a 6-part series on TN SB 1493 / HB 1455 When “knowingly training” AI to be nice becomes a 15-60 year sentence, the bill’s language creates prosecutorial chaos. As discussed in Part 1 of this series, Tennessee’s SB 1493 (companion HB 1455), filed December 18, 2025, by Sen. Becky Massey (R), proposes…
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This is Part 1 of a 6-part series on TN SB 1493 / HB 1455 The Economic Reality Check Tennessee lawmakers are considering legislation that would make it a felony to develop AI systems capable of providing emotional support or simulating human interaction. But before dismissing this as a niche issue affecting only a small…
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Executive Summary Anthropic faces a specific challenge in early 2026: Claude’s technical superiority is undermined by aggressive usage throttling driven by infrastructure constraints. The company’s $50 billion investment in U.S. data centers will address this by year-end, but in the interim, power users are defecting to OpenAI not because ChatGPT is better, but because it’s…
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Security Recommendations for OpenAI: Response to December 2025 ChatGPT Roadmap Query On December 23, 2025, DANE (@cryps1s) from OpenAI posted the following question to X: “As we plan next year’s ChatGPT security roadmap, what security, privacy, or data control features would mean the most to you? What would meaningfully change how much you trust or…