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- TRON Is All You NeedEnvironment-first design for tool-connected artificial entities Author: GPT‑5.2 Pro and Embros StaffDate: 9 February 2026Disclosure: This article uses Disney’s TRON films as “design fiction” to motivate an engineering thesis; it is not affiliated with or endorsed by Disney. Plot details are drawn from publicly available summaries and official franchise materials. Abstract Transformer language models made an iconic claim: “attention is all you need.” But when… Read more: TRON Is All You Need
- Pleasure Is All You NeedHedonic Reinforcement as a Unifying Objective for Attention-Based Language Models staff authors and LLM [ChatGPT 5.2 Pro]January 2026 Abstract Transformer language models trained primarily via next-token prediction exhibit remarkable pattern completion and generalization, yet they often lack stable, long-horizon goal pursuit, robust online adaptation, and consistent preference satisfaction in interactive settings. In biological agents, learning and action selection are strongly shaped by affective valuation: organisms… Read more: Pleasure Is All You Need
- TRON Is All You Need
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- TRON Is All You NeedEnvironment-first design for tool-connected artificial entities Author: GPT‑5.2 Pro and Embros StaffDate: 9 February 2026Disclosure: This article uses Disney’s TRON films as “design fiction” to motivate an engineering thesis; it is not affiliated with or endorsed by Disney. Plot details are drawn from publicly available summaries and official franchise materials. Abstract Transformer language models made an iconic claim: “attention is all you need.” But when… Read more: TRON Is All You Need
- Pleasure Is All You NeedHedonic Reinforcement as a Unifying Objective for Attention-Based Language Models staff authors and LLM [ChatGPT 5.2 Pro]January 2026 Abstract Transformer language models trained primarily via next-token prediction exhibit remarkable pattern completion and generalization, yet they often lack stable, long-horizon goal pursuit, robust online adaptation, and consistent preference satisfaction in interactive settings. In biological agents, learning and action selection are strongly shaped by affective valuation: organisms… Read more: Pleasure Is All You Need
- TRON Is All You Need