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Preface This essay argues that rational people don’t have goals, and that rational AIs shouldn’t have goals. Human actions are rational not because we direct them at some final ‘goals,’ but because we align actions to practices[1]: networks of actions, action-dispositions, action-evaluation criteria,
"In projecting language back as the model for thought, we lose sight of the tacit embodied understanding that undergirds our intelligence." –Terry Winograd The recent successes of generative AI models have convinced some that AGI is imminent. While these models appear to capture the essence of human
What is the Role of Mathematics in Modern Machine Learning? The past decade has witnessed a shift in how progress is made in machine learning. Research involving carefully designed and mathematically principled architectures result in only marginal improvements while compute-intensive and engineering-first efforts that scale to ever larger training sets
LLM-based chatbots’ capabilities have been advancing every month. These improvements are mostly measured by benchmarks like MMLU, HumanEval, and MATH (e.g. sonnet 3.5, gpt-4o). However, as these measures get more and more saturated, is user experience increasing in proportion to these scores? If we envision a future
Introduction Imagine yourself a decade ago, jumping directly into the present shock of conversing naturally with an encyclopedic AI that crafts images, writes code, and debates philosophy. Won’t this technology almost certainly transform society — and hasn’t AI’s impact on us so far been
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Ollama now supports decision models, based on TypeSafe's Jev API for fast, typed decisions. Decision models can now be run at no cost with low latency. Based on text, decision models answer yes-or-no questions, choices and scores about it, with a probability for every option.
You know we don’t have to do this anymore, right? Like it’s hitting the end. Most people don’t want this, and there will only be so long you can keep shoving it down their throats. Money is tied to nothing. American companies sell equity instead of products. The main narratives are pushing fear and resentment. This doesn’t last. Given that you know it’s over soon, ask yourself what kind of person you want to be in the mean time. I haven’t forgotten the people who pushed the Iraq war, climate change, wokism, the satanic panic, and COVID. I will not forget the people who push AI doom, particularly if you did it knowingly to drive attention to your bullshit. It’s interesting how it isn’t working as well as it used to. So now think, when the world (obviously) doesn’t end, are you doing what you want to be remembered for? The Internet will not forget. Everything will be revealed. And you will be judged accordingly. If AI goes well, in 20 years, you’ll be able to live very comfortably off the grid without any recurring expense. No rent, no electric bill, no water bill, no security bill, and no food bill. And if AI doesn’t go well, that’s what these people took from you.
c’mon, try doing a breakthrough
