DALL·E 2 is the OpenAI deep learning model for generating images from prompts, or natural language descriptions Stable Diffusion is the open source AI image generator and model from Stability...
OpenAI Cookbook shares example code for accomplishing common tasks with the OpenAI API Indirect Prompt Injection on Bing Chat turns Bing Chat into a “Social Engineer” who seeks out and...
Dive into Deep Learning is an interactive deep learning book with code, math, and discussions Deep Learning Tutorial for Beginners provides 18 lessons in Deep Learning Introduction to Machine Learning...
Jailbreak Chat lists prompts that can be used to jaibreak ChatGPT The Generality (source: microsoft/unilm) has an index to Microsoft AGI resources FutureTools collects and organizes AI tools The AI...
WSJ: The AI industry spent 17x more on Nvidia chips than it brought in in revenue • In a presentation earlier this month, the venture-capital firm Sequoia estimated that the...
Tests for consciousness in humans and beyond • Which systems/organisms are conscious? New tests for consciousness (‘C-tests’) are urgently needed. There is persisting uncertainty about when consciousness arises in human...
The AI Threats to Climate Change • Silicon Valley and Wall Street love to hype artificial intelligence (AI). The more it’s used, they say, the more diseases we’ll cure, the...
Ollama: running Large Language Models locally • Ollama is a tool to run Large Language Models locally, without the need of a cloud service. Its usage is similar to Docker,...
Improving LoRA: Implementing Weight-Decomposed Low-Rank Adaptation (DoRA) from Scratch • Low-rank adaptation (LoRA) is a machine learning technique that modifies a pretrained model (for example, an LLM or vision transformer)...
The Killer Use Case for LLMs Is Summarization • The killer use case for large language models (LLMs) is clearly summarization. At least today, in my limited experience, LLMs are...
“Hallucinating” AIs Sound Creative, but Let’s Not Celebrate Being Wrong • The term “hallucination,” which has been widely adopted to describe large language models (LLMs) outputting false information, is misleading....
Comparing Anthropic’s Dictionary Learning to Ours • Readers may have noticed many similarities between Anthropic’s recent publication Towards Monosemanticity: Decomposing Language Models With Dictionary Learning (LW post) and my team’s...
Fine-tuning GPT-3.5-Turbo for Natural Language to SQL • Allowing non-technical users to ask questions from a database has been a problem of interest in academia and industry for years. The...
Google, Amazon, Nvidia, and others put $235 million into Hugging Face • Hugging Face, which acts like GitHub for machine learning and other AI models, codes, and datasets, raised $235...
Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Models to Unique Applications • In this blog, we provide a thorough analysis and a practical guide for fine-tuning. We examine the...
Generative Agents: Interactive Simulacra of Human Behavior • Believable proxies of human behavior can empower interactive applications ranging from immersive environments to rehearsal spaces for interpersonal communication to prototyping tools....
What Self-Driving Cars Tell Us About AI Risks • 5 conclusions from an automation expert fresh off a stint with the U.S. highway safety agency: 1. Human errors in operation...
GPT-4 architecture, datasets, costs and more leaked • A new report by SemiAnalysis reveals more details about OpenAI’s GPT-4, concluding that “OpenAI is keeping the architecture of GPT-4 closed not...
Redox-Based Transistor as a Reservoir System for Neuromorphic Computing • Physical systems known as “reservoirs” are designed to emulate neural networks and meet the need for improved computational efficiency and...
The Rise of the AI Engineer • I think software engineering will spawn a new subdiscipline, specializing in applications of AI and wielding the emerging stack effectively, just as “site...
The Alan Turing Institute has failed to develop modern AI in the UK • The UK’s flagship institute for artificial intelligence, the Alan Turing Institute, has been at best irrelevant...
Scientists Use GPT AI to Passively Read People’s Thoughts in Breakthrough • cientists have invented a language decoder that can translate a person’s thoughts into text using an artificial intelligence...
A brief history of LLaMA models • The LLaMA base model was released in February 2023. Now we have seen a handful of new fine-tuned LLaMA models released. • (AGI...
Finetuning Large Language Models • In the rapidly evolving field of artificial intelligence, utilizing large language models (LLMs) efficiently and effectively has become increasingly important. But we can use large...
OpenAssistant Conversations - Democratizing Large Language Model Alignment • Aligning large language models (LLMs) with human preferences has proven to drastically improve usability and has driven rapid adoption as demonstrated...
We’re one step closer to reading an octopus’s mind • An octopus’s remarkable intelligence makes it a unique subject for marine biologists and neuroscientists. Researchers at the University of Naples...
The Contradictions of Sam Altman, AI Crusader • Sam Altman, the 37-year-old startup-minting guru at the forefront of the artificial intelligence boom, has long dreamed of a future in which...
ChatGPT started a new kind of AI race — and made text boxes cool again • Who would have thought that typing into a chat window, on your computer, would...
The genie escapes: Stanford copies the ChatGPT AI for less than $600 • Stanford’s Alpaca AI performs similarly to the astonishing ChatGPT on many tasks – but it’s built on...
Organoid intelligence (OI): the new frontier in biocomputing and intelligence-in-a-dish • OI describes an emerging multidisciplinary field working to develop biological computing using 3D cultures of human brain cells (brain...
They thought loved ones were calling for help. It was an AI scam. • Scammers are using artificial intelligence to sound more like family members in distress. People are falling...
WSJ: The AI industry spent 17x more on Nvidia chips than it brought in in revenue • In a presentation earlier this month, the venture-capital firm Sequoia estimated that the...
Tests for consciousness in humans and beyond • Which systems/organisms are conscious? New tests for consciousness (‘C-tests’) are urgently needed. There is persisting uncertainty about when consciousness arises in human...
The AI Threats to Climate Change • Silicon Valley and Wall Street love to hype artificial intelligence (AI). The more it’s used, they say, the more diseases we’ll cure, the...
Ollama: running Large Language Models locally • Ollama is a tool to run Large Language Models locally, without the need of a cloud service. Its usage is similar to Docker,...
Improving LoRA: Implementing Weight-Decomposed Low-Rank Adaptation (DoRA) from Scratch • Low-rank adaptation (LoRA) is a machine learning technique that modifies a pretrained model (for example, an LLM or vision transformer)...
The Killer Use Case for LLMs Is Summarization • The killer use case for large language models (LLMs) is clearly summarization. At least today, in my limited experience, LLMs are...
“Hallucinating” AIs Sound Creative, but Let’s Not Celebrate Being Wrong • The term “hallucination,” which has been widely adopted to describe large language models (LLMs) outputting false information, is misleading....
Comparing Anthropic’s Dictionary Learning to Ours • Readers may have noticed many similarities between Anthropic’s recent publication Towards Monosemanticity: Decomposing Language Models With Dictionary Learning (LW post) and my team’s...
Fine-tuning GPT-3.5-Turbo for Natural Language to SQL • Allowing non-technical users to ask questions from a database has been a problem of interest in academia and industry for years. The...
Google, Amazon, Nvidia, and others put $235 million into Hugging Face • Hugging Face, which acts like GitHub for machine learning and other AI models, codes, and datasets, raised $235...
Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Models to Unique Applications • In this blog, we provide a thorough analysis and a practical guide for fine-tuning. We examine the...
Generative Agents: Interactive Simulacra of Human Behavior • Believable proxies of human behavior can empower interactive applications ranging from immersive environments to rehearsal spaces for interpersonal communication to prototyping tools....
What Self-Driving Cars Tell Us About AI Risks • 5 conclusions from an automation expert fresh off a stint with the U.S. highway safety agency: 1. Human errors in operation...
GPT-4 architecture, datasets, costs and more leaked • A new report by SemiAnalysis reveals more details about OpenAI’s GPT-4, concluding that “OpenAI is keeping the architecture of GPT-4 closed not...
Redox-Based Transistor as a Reservoir System for Neuromorphic Computing • Physical systems known as “reservoirs” are designed to emulate neural networks and meet the need for improved computational efficiency and...
The Rise of the AI Engineer • I think software engineering will spawn a new subdiscipline, specializing in applications of AI and wielding the emerging stack effectively, just as “site...
The Alan Turing Institute has failed to develop modern AI in the UK • The UK’s flagship institute for artificial intelligence, the Alan Turing Institute, has been at best irrelevant...
Scientists Use GPT AI to Passively Read People’s Thoughts in Breakthrough • cientists have invented a language decoder that can translate a person’s thoughts into text using an artificial intelligence...
A brief history of LLaMA models • The LLaMA base model was released in February 2023. Now we have seen a handful of new fine-tuned LLaMA models released. • (AGI...
Finetuning Large Language Models • In the rapidly evolving field of artificial intelligence, utilizing large language models (LLMs) efficiently and effectively has become increasingly important. But we can use large...
OpenAssistant Conversations - Democratizing Large Language Model Alignment • Aligning large language models (LLMs) with human preferences has proven to drastically improve usability and has driven rapid adoption as demonstrated...
We’re one step closer to reading an octopus’s mind • An octopus’s remarkable intelligence makes it a unique subject for marine biologists and neuroscientists. Researchers at the University of Naples...
The Contradictions of Sam Altman, AI Crusader • Sam Altman, the 37-year-old startup-minting guru at the forefront of the artificial intelligence boom, has long dreamed of a future in which...
ChatGPT started a new kind of AI race — and made text boxes cool again • Who would have thought that typing into a chat window, on your computer, would...
The genie escapes: Stanford copies the ChatGPT AI for less than $600 • Stanford’s Alpaca AI performs similarly to the astonishing ChatGPT on many tasks – but it’s built on...
Organoid intelligence (OI): the new frontier in biocomputing and intelligence-in-a-dish • OI describes an emerging multidisciplinary field working to develop biological computing using 3D cultures of human brain cells (brain...
They thought loved ones were calling for help. It was an AI scam. • Scammers are using artificial intelligence to sound more like family members in distress. People are falling...
