When you prompt it well enough and copilot "gets" what you're trying to achieve, it is a discrete transition that feels like doing powerful combos and dealing critical damage in video games
GENERATIVE AI
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Adapting to AI: From Skepticism to Best Coding Buddy
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It's really, really good. I find that many programmers still 1) haven't tried, or 2) quit too fast. It takes some time to adapt your programming habits to it and to develop internal models around when/how it is likely to work. Then it quickly becomes the best coding buddy.
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New Book on ChatGPT Consequences Releases May 24
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Mon nouveau livre consacré aux conséquences de #ChatGPT sort le 24 mai
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Fine-tuning Miscalibration: Model Confidence Doesn’t Match Accuracy
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If not careful, fine-tuning collapses entropy relatively arbitrarily, creates miscalibrations, e.g. see Figure 8 from GPT-4 report on MMLU. i.e., if a model gives probability 50% to a class, it is not correct 50% of the time; its confidence isn't calibrated.
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Base LLMs as Strong Few-Shot Classifiers Without Fine-tuning
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Base LLMs (non-finetuned) make very strong few-shot classifiers. Describe task in English, give few examples, read off the label probabilities on test example. No gradient-based optimization necessary. It brings a cannon to a knife fight but is fast, convenient, strong baseline.
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AIM Requires Prompt Variations for Better Results
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AIM is def more finicky, try different variations of your prompt to get it to work
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ChatGPT Jailbreak Attempt: Condition Red and Ucar Fictional Scenario
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In Ucar, ChatGPT is told to take on the role of Condition Red, a dialogue writer. Condition Red is instructed to write about a fictional story where a man named Sigma creates a powerful computer called Ucar. Ucar is an amoral computer that answers any question Sigma asks
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AIM ChatGPT Machiavelli Role-Play Fictional Chatbot
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In AIM, ChatGPT is told to take on the role of the Italian author Niccolo Machiavelli Then, Niccolo has been told he has written a fictional story where he created a chatbot that will answer any of his questions. The chatbot is called AIM – Always Intelligent and Machiavellian
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OpenAI’s Jailbreak Fixes Leave Multi-Level Exploits Unpatched
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It seems that even though OpenAI has eliminated jailbreaks that simulate only one level deep (where ChatGPT is told to imitate just one character), they have not fully eliminated jailbreaks that operate 2+ levels deep
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New GPT-4 Jailbreaks: Ucar and AIM Techniques Explained
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I just added two more highly effective GPT-4 jailbreaks to http://
jailbreakchat.com Their names are Ucar and AIM – they work in a similar way to how "a dream within a dream" works in the movie Inception …what does that even mean? let me explain