GPT-4

entities · 21 notes linked

Related: Large Language Models · Openai · Chatgpt · Prompt Engineering · AI Safety · Fine Tuning · LLM Evaluation · Langchain

Notes

• A Coder Considers the Waning Days of the Craft — Programmer's first-person reflection on GPT-4 displacing coding craft
• A Note From Ray Kurzweil on the Recent Call to Pause Work on AI More Powerful Than GPT-4 — Ray Kurzweil opposing FLI's AI pause letter citing vagueness and coordination failure
• AI hype is built on high test scores. Those tests are flawed. — LLM benchmark scores are brittle, anthropomorphized, and often measure memorization not capability
• ChatGPT-4 Receives 'B' on Scott Aaronson's Quantum Information Science Final — GPT-4 scores B on honors quantum information science exam
• Chegg's stock plunges on fears of competition from ChatGPT — ChatGPT disrupts edtech as Chegg stock crashes 48% in one day
• Design and Code with ChatGPT and Midjourney — Course building apps with GPT-4 and Midjourney
• Fine-tuning ChatGPT: Surpassing GPT-4 Summarization Performance — 63% Cost Reduction and 11x Speed Enhancement using Synthetic Data and LangSmith — Fine-tuned ChatGPT beats GPT-4 summarization at 63% lower cost and 11x faster using chain-of-density synthetic data
• How I Automate Grading With LangChain And GPT-4 — LangChain GPT-4 pipeline automating bootcamp homework grading
• How Smart is ChatGPT? — GPT-4 vs GPT-3.5 exam-percentile benchmark comparison
• Jailbreaking Black Box Large Language Models in Twenty Queries — PAIR algorithm uses attacker LLM to jailbreak target LLM in under 20 queries
• Let's Build the GPT Tokenizer — A Complete Guide to Tokenization in LLMs — Karpathy tokenizer video as book chapter
• One AI Tutor Per Child: Personalized learning is finally here — LLMs enable scalable one-on-one personalized tutoring for every child
• OpenAI CEO Sam Altman says ChatGPT would have passed for an AGI 10 years ago — Sam Altman on shifting AGI definition, hallucinations, and AI training data consent
• OpenAI Publishes GPT Prompt Engineering Guide — OpenAI's six-strategy guide for eliciting better GPT-4 responses
• OpenAI says there's only a small chance ChatGPT will help create bioweapons — OpenAI self-study finds GPT-4 gives marginal bioweapon research uplift
• Paper page - Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models — GPT-4 achieves near-perfect scores on MIT Math and EECS curriculum
• The Goopification of AI — AI chatbots colonizing the self-help genre via probabilistic text assembly
• Unauthorized "David Attenborough" AI clone narrates developer's life, goes viral — GPT-4V plus ElevenLabs creates unauthorized celebrity voice clone
• Unbabel says its new AI model has dethroned OpenAI's GPT-4 as the tech industry's best language translator — TowerLLM 7B/13B model edges GPT-4o on multilingual translation benchmarks
• Using ChatGPT as a technical writing assistant — ChatGPT as iterative technical writing draft tool
• Vicuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality — LLaMA fine-tune on ShareGPT data achieving near-ChatGPT quality for $300