AI Technology & Industry Review
A Google DeepMind research team proposes a biologically-inspired dual-system framework for intelligent agents. This “Talker-Reasoner” architecture aligns with Kahneman’s concept, where System 1 is fast and intuitive, while System 2 is slower and deliberative.
In a new paper FACTS About Building Retrieval Augmented Generation-based Chatbots, an NVIDIA research team introduces the FACTS framework, designed to create robust, secure, and enterprise-grade RAG-based chatbots.
In a new paper ChatQA: Building GPT-4 Level Conversational QA Models, an NVIDIA research team introduces ChatQA, a suite of conversational question-answering models that achieve GPT-4 level accuracies without relying on synthetic data from OpenAI GPT models.
In the new paper Towards Healthy AI: Large Language Models Need Therapists Too, a team from Columbia University and IBM Research proposes SafeguardGPT, a framework that incorporates psychotherapy and reinforcement learning to correct the potentially harmful behaviours of AI chatbots.
Colossal-AI open sources a complete RLHF pipeline that includes supervised data collection, supervised fine-tuning, reward model training, and reinforcement learning fine-tuning, based on the LLaMA pre-trained model, and shares ColossalChat, the most practical open-source project that closely resembles the original ChatGPT technical solution!
In the new paper BlenderBot 3: A Deployed Conversational Agent That Continually Learns to Responsibly Engage, researchers from Meta AI and Mila/McGill University release BlenderBot 3, a 175B parameter state-of-the-art open-domain dialogue model deployed on a public website. BlenderBot 3 is designed for continual learning via its user interactions.
In the new paper Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent, a Stanford NLP research team presents Chirpy Cardinal, an open-domain conversational social chatbot with emotional and social intelligence that enables authentic and engaging interactions with real people.
Microsoft announced it would spin off its chatbot business XiaoIce, with all associated technologies licensed to a newly formed independent company.
PLATO-2, a open-domain chatbot model, can talk about anything in Chinese and English and engage in deep conversations.
Microsoft today announced it will divest its XiaoIce business into an independent company, with Harry Shum appointed as the Chairman of the board.
This is the first chatbot to blend a diverse set of conversational skills — including empathy, knowledge, and personality — together in one system.
One of a new breed of open-domain chatbots designed to engage in conversations across any topic, Meena’s free and natural conversational abilities are closing the gap on human performance.
Artificial intelligence can help companies navigate a global human resource market that is projected to reach US$30 billion by 2025, due in large part to technological proliferation.
Instead of having users simply swipe through headshots, many new dating apps and online platforms are leveraging artificial intelligence to introduce a variety of novel approaches to smart matchmaking.
Synced Global AI Weekly June 9th
Writers often get their inspiration from conversations with other people. So says 19-year-old Katie Bilbrey, who has published 15 online stories under the pen name TheSolSoldier. Bilbrey took a different tact for her latest writing project — instead of back-and-forthing with friends, she drew her inspirations for Our Precious Future through conversations with an artificial intelligence named Zo.
Although most adults are now accustomed to smart devices, children aged 4–9 have thus far had less cause to communicate with virtual assistants or operate other AI-powered products. A Boston-based company is changing that with its new intelligent plush toy.
Google and Amazon unveiled mini-sized smart speakers Google Home Mini Chalk and Amazon Echo Dot 2, both priced at less than US$50. Virtual assistants can plug into your environment with a natural human-machine voice interface that used to exist only science fiction.
An intelligent revolution of the legal industry has begun.
How can we communicate with “super intelligent” robots? The answer lies in conversational systems.
Chief Scientist Lei Li of Toutiao discusses how to apply machine learning to natural language understanding and producing machine-written news articles