Found 68 bookmarks
Custom sorting
Models All The Way Down
Models All The Way Down
LAION-5B is an open-source foundation dataset used to train AI models such as Stable Diffusion. It contains 5.8 billion image and text pairs—a size too large to make sense of. In this visual investigation, we follow the construction of the dataset to better understand its contents, implications and entanglements.
·knowingmachines.org·
Models All The Way Down
Climate Justice and Labor Rights | Part I: AI Supply Chains and Workflows
Climate Justice and Labor Rights | Part I: AI Supply Chains and Workflows
Tamara Kneese, Data & Society Research Institute Download full report here. Introduction In the second half of 2023, generative AI is dominating headlines. Policymakers, technologists, and activists are all grappling with its potential implications for communities and the planet. Integrating LLMs (large language models) into search engines may multiply the carbon emissions associated with each […]
·ainowinstitute.org·
Climate Justice and Labor Rights | Part I: AI Supply Chains and Workflows
AI By the People, For the People
AI By the People, For the People
This startup wants to help millions of people whose languages are marginalized online gain better access to AI tools
swer, Chopra says, lies in Karya’s corporate structure. Karya is registered as a non
·time.com·
AI By the People, For the People
AI Panic is Baby's First Colonialism | Nima Boscarino
AI Panic is Baby's First Colonialism | Nima Boscarino
Western men are grappling with their first experience of colonialism in the only way they know how – assuming they're the first ones here!
·acsweb.ucsd.edu·
AI Panic is Baby's First Colonialism | Nima Boscarino
AI Improves Employee Productivity by 66%
AI Improves Employee Productivity by 66%
Using generative AI (like ChatGPT) in business improves users’ performance by 66%, averaged across 3 case studies. More complex tasks have bigger gains, and less-skilled workers benefit the most from AI use.
·nngroup.com·
AI Improves Employee Productivity by 66%
The AI Ethics Revolution— A Brief Timeline
The AI Ethics Revolution— A Brief Timeline
The myth that genius men in Silicon Valley are solely responsible for advancements in AI has been completely debunked as the contributions…
·medium.com·
The AI Ethics Revolution— A Brief Timeline
Hope, fear, and AI
Hope, fear, and AI
How people are really using AI (and what they’re afraid of).
·theverge.com·
Hope, fear, and AI
Inside the AI Factory
Inside the AI Factory
How many humans does it take to make tech seem human? Millions.
fr
·theverge.com·
Inside the AI Factory
Self-healing code is the future of software development
Self-healing code is the future of software development
Developers love automating solutions to their problems, and with the rise of generative AI, this concept is likely to be applied to both the creation, maintenance, and the improvement of code at an entirely new level.
·stackoverflow.blog·
Self-healing code is the future of software development
AI: First New UI Paradigm in 60 Years
AI: First New UI Paradigm in 60 Years
AI is introducing the third user-interface paradigm in computing history, shifting to a new interaction mechanism where users tell the computer what they want, not how to do it — thus reversing the locus of control.
·nngroup.com·
AI: First New UI Paradigm in 60 Years
EU Parliament vote on AI Act: Lawmakers chose to protect people against harms of AI systems - AlgorithmWatch
EU Parliament vote on AI Act: Lawmakers chose to protect people against harms of AI systems - AlgorithmWatch
After long months of intense negotiations, members of the European Parliament voted on the EU’s Artificial Intelligence Act (AI Act). AlgorithmWatch applauds the Parliament for strengthening fundamental rights protection against the negative impacts of AI, such as that of face recognition in public spaces. Yet, the Parliament missed the opportunity to enhance protection for some people who would need it most.
·algorithmwatch.org·
EU Parliament vote on AI Act: Lawmakers chose to protect people against harms of AI systems - AlgorithmWatch
It’s time to talk about the real AI risks
It’s time to talk about the real AI risks
Experts at RightsCon want us to focus less on existential threats, and more on the harms here and now.
·technologyreview.com·
It’s time to talk about the real AI risks
Building LLM applications for production
Building LLM applications for production
This post consists of three parts. Part 1 discusses the key challenges of productionizing LLM applications and the solutions that I’ve seen. Part 2 discusses how to compose multiple tasks with control flows (e.g. if statement, for loop) and incorporate tools (e.g. SQL executor, bash, web browsers, third-party APIs) for more complex and powerful applications. Part 3 covers some of the promising use cases that I’ve seen companies building on top of LLMs and how to construct them from smaller tasks.
This post consists of three parts. Part 1 discusses the key challenges of productionizing LLM applications and the solutions that I’ve seen. Part 2 discusses how to compose multiple tasks with control flows (e.g. if statement, for loop) and incorporate tools (e.g. SQL executor, bash, web browsers, third-party APIs) for more complex and powerful applications. Part 3 covers some of the promising use cases that I’ve seen companies building on top of LLMs and how to construct them from smaller tasks.
·huyenchip.com·
Building LLM applications for production
Playfully Uncovering AI's Serious Novelty
Playfully Uncovering AI's Serious Novelty
Sylvan Rackham, a Research Fellow at ToftH, sees merit in taking a playful approach to understand implications of generative AI.
·techpolicy.press·
Playfully Uncovering AI's Serious Novelty
What Is ChatGPT Doing … and Why Does It Work?
What Is ChatGPT Doing … and Why Does It Work?
Stephen Wolfram explores the broader picture of what's going on inside ChatGPT and why it produces meaningful text. Discusses models, training neural nets, embeddings, tokens, transformers, language syntax.
·writings.stephenwolfram.com·
What Is ChatGPT Doing … and Why Does It Work?
State of GPT | BRK216HFS
State of GPT | BRK216HFS
Learn about the training pipeline of GPT assistants like ChatGPT, from tokenization to pretraining, supervised finetuning, and Reinforcement Learning from Hu...
·youtube.com·
State of GPT | BRK216HFS