OpenAI has launched ChatGPT Enterprise, an AI chatbot with enterprise-grade security and privacy, unlimited higher-speed GPT-4 access, longer context windows, and advanced data analysis capabilities. Some websites, including Amazon, Quora, and NY Times, have already blocked OpenAI's GPTBot, a language model that can generate text indistinguishable from human writing. Researchers from the Australian National University have proposed a dual-stage optimization technique using adversarial fine-tuning to generate and detect problematic content in large language models. LongBench, the first bilingual, multi-task benchmark for long context understanding, provides a more rigorous evaluation of long context understanding, which is crucial for developing language models that can handle longer sequences.
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Timestamps:
00:34 Introduction
01:54 Introducing ChatGPT Enterprise
03:35 Websites That Have Blocked OpenAI’s GPTBot - 1000 Website Study
05:21 Ahead of AI #11: New Foundation Models
06:27 Fake sponsor
08:48 Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content
10:35 LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
12:36 ORES: Open-vocabulary Responsible Visual Synthesis
14:35 Outro

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