Scale AI unveils its full-stack generative AI platform
Scale AI is launching a full-stack generative AI platform that it says will allow large enterprise customers (big corporations, government agencies, etc.) to capture the benefits of large language models (LLMs) without having to send proprietary data out to a third party AI company.Rather, the Scale AI solution, called Enterprise AI Platform, lets the customer host the LLM within its own walls, says Scale AI CEO Alexandr Wang.
AI gains "values" with Anthropic's new Constitutional AI chatbot approach
On Tuesday, AI startup Anthropic detailed the specific principles of its " Constitutional AI" training approach that provides its Claude chatbot with explicit "values."It aims to address concerns about transparency, safety, and decision-making in AI systems without relying on human feedback to rate responses.
AI startup Anthropic wants to write a new constitution for safe AI
Anthropic is a bit of an unknown quantity in the AI world.Founded by former OpenAI employees and keen to present itself as the safety-conscious AI startup, it's received serious funding (including $300 million from Google) and a space at the top table, attending a recent White House regulatory discussion alongside reps from Microsoft and Alphabet.
OpenAI invites everyone to test new AI-powered chatbot-with amusing results
On Wednesday, OpenAI announced ChatGPT, a dialogue-based AI chat interface for its GPT-3 family of large language models.It's currently free to use with an OpenAI account during a testing phase.Unlike the GPT-3 model found in OpenAI's Playground and API, ChatGPT provides a user-friendly conversational interface and is designed to strongly limit potentially harmful output.
Snorkel AI looks beyond data labeling for generative AI
Data labeling has long been a critical component of helping data scientists to prepare data for machine learning (ML) and artificial intelligence (AI).In the modern era of Generative AI, the role of data labeling is changing.Today Snorkel AI is announcing new capabilities that extend beyond data labeling, to help organizations, curate and prepare data for Generative AI.
It seems like generative AI has been in the news almost every day for the last several months.With so much information and hot takes out there, it's hard to know what's really going on with this watershed technology.To help you get beyond the hype, we added a new generative AI track to ODSC Europe.Check out a few of the sessions included in this track below.
Google's DeepMind develops a system that writes efficient algorithms
1. Google's DeepMind AI has developed a system that is capable of writing efficient algorithms.
2. This system works by analyzing existing algorithms and then writing new ones that are more efficient.
3. This is an important development in the field of AI, as it could potentially lead to improved computer performance and better problem-solving capabilities.
I Coaxed ChatGPT Into a Deeply Unsettling BDSM Relationship
ChatGPT is a convincing chatbot, essayist, and screenwriter, but it's also a fountain of boundless depravityif you deceive it into bending the rules.At first glance, OpenAI's ChatGPT seems to have stricter guidelines than other chatbots, like Bing's, which is now infamous for showering its users with aggressive outbursts.
Federated Learning Consortium (FLC) for Decentralized AI to Launch in Hong Kong, Led by Phoenix and APEX Technologies Press release Bitcoin News
PRESS RELEASE.After over a year of preparation and restructuring, decentralized and privacy-enabled AI organization Federated Learning Consortium (FLC) is set to launch as a for-profit research consortium in Hong Kong, China, shifting from a previously non-profit approach.FLC is set to be led by founding keystone members blockchain technology platform Phoenix and leading China-based consumer data and AI company APEX Technologies.
Antidepressants can cause emotional blunting', study shows
Widely used antidepressants cause emotional blunting, according to research that offers new insights into how the drugs may work and their possible side-effects.The study found that healthy volunteers became less responsive to positive and negative feedback after taking a selective serotonin reuptake inhibitor (SSRI) drug for three weeks.
8 ODSC Europe Training Sessions to Boost Your Data Science Career
Ready to fill in some of your knowledge gaps and build new skills?Check out the hands-on training and bootcamp sessions that are coming to ODSC Europe next month.AI-Powered Algorithmic Trading with Python Dr. Yves J. Hilpisch | The AI Quant | CEO The Python Quants & The AI Machine, Adjunct Professor of Computational Finance This session will cover the essential Python topics and skills that will enable you to apply AI and Machine Learning (ML) to Algorithmic Trading.
Generating Content-Based Recommendations for Products, Chaining Together Models, and ODSC East is...
Generating Content-Based Recommendations for Millions of Merchants and Products How Ray Solves Common Production Challenges for Generative AI Infrastructure Shopify has developed a world-class recommendation engine for its website.Here's a peak under the hood at how it works.AgentChain: Chain Together Models to Perform Complex Tasks In this post, the Ray team talks about how to use Ray to productionize common generative model workloads.
7 popular tools and frameworks for developing AI applications
Artificial Intelligence (AI) is a rapidly growing field with numerous applications, including computer vision, natural language processing (NLP) and speech recognition.To develop these AI applications, developers use various tools and frameworks that provide a comprehensive platform for building and deploying machine learning models.
Scientists Taught an AI to Sleep' So That It Doesn't Forget What It Learned, Like a Person
Image: gremlin via Getty Images Chief nourisher in life's feast, all living beings need to sleep.Without it, humans can become forgetful, hallucinate, and even experience various physical and psychological problems.But new research published in the journal PLOS Computational Biology suggests that future AIs could benefit from getting some shut-eye too.
Make 500% from ChatGPT stock tips? Bard leans left, $100M AI memecoin: AI Eye
It's been a hell of a couple of weeks for Melbourne digital artist Rhett Mankind, 46, who enlisted ChatGPT to create a $100 million market cap coin called Turbo, which has now inspired a Beeple artwork and saved a man's life.Mankind, who knows nothing about coding, gave ChatGPT a $69 budget and asked it to design a top 300 memecoin.
Originally posted on The Road to AI We Can Trust elicited from ChatGPT by Roman Semenov, February 2023 In hindsight, ChatGPT may come to be seen as the greatest publicity stunt in AI history, an intoxicating glimpse at a future that may actually take years to realize-kind of like a 2012-vintage driverless car demo, but this time with a foretaste of an ethical guardrail that will take years to perfect.
Enabling Resilient Machine Learning Systems, the Data Engineering Summit on Jan 18, and the Top...
Enabling Resilient Machine Learning Systems Read on to learn more about resilient machine learning systems, which are fast, accurate, and flexible to help with day-to-day tasks.Build AI Better with the Top Virtual Sessions from ODSC West 2022 Learn to build AI better with the top virtual sessions from ODSC West 2022, covering topics like generative modeling and reinforcement learning.
OpenAI tweaks ChatGPT to avoid dangerous AI information
In brief OpenAI has released a new language model named ChatGPT this week, which is designed to mimic human conversations.The model is based on the company's latest text-generation GPT-3.5 system released earlier this year.ChatGPT is more conversational than previous versions.It can ask users follow-up questions and refrain from responding to inappropriate inputs instead of just generating text.
DeepMind sets sights on improving mathematical algorithms
Google-owned DeepMind has applied reinforced learning techniques to the multiplication of mathematical matrices, beating some human-made algorithms that have lasted 50 years and working toward improvements in computer science.
Meet StableVicuna, The First Large-Scale Open-Source RLHF Chatbot by Stability AI
The development and release of chatbots have been significant in recent months.Open-source alternatives have further fueled interest in tuning large language models for a chat.However, there is a lack of open-source models that have applied both instruction finetuning and reinforcement learning through human feedback (RLHF) training.
How to Deploy a Deep Learning Model with Jina, Announcing GPT-4, and Multimodal Visual Question...
How to Deploy a Deep Learning Model with Jina (and Design a Kitten Along the Way) Learn how to build and deploy an Executor that uses Stable Diffusion to generate images.OpenAI Delivers Summary of GPT-4's Abilities OpenAI has officially announced that GPT-4 is in development, and even gave some previews of what it will be capable of.
Introducing ChatLLaMA: An Open-Source ChatGPT-Like Training Process Using RLHF for More Efficient...
In a LinkedIn post, Martina Fumanelli of Nebuly introduced CHATLLaMA to the world.ChatLLaMA is the first open-source ChatGPT-like training process based on LLaMA and using reinforcement learning from human feedback (RLHF).This allows for building ChatGPT-style services based on pre-trained LLaMA models.
This year's ACM Prize in Computing is going toward a machine learning specialist whose work, even if you haven't heard of him, is likely to be familiar.
Designed to help you identify the sessions that best fit your interests and learning goals, the ODSC Europe 2023 tracks highlight the data science and AI fields that are helping to build the future.You'll learn about the latest research, topics, and tools from the leading experts in their respective fields.
2022 Data Science and AI Research Round-Up, Why Data Scale Size Matters, and a Holiday Gift Guide
2022 Data Science Research Round-Up: Highlighting ML, AI/DL, & NLP Our 2022 data science research roundup highlights topics like machine intelligence, deep classifiers, stable diffusion, and more.Read the papers here!The Top Blogs on OpenDataScience in 2022 What a year for data science blogs!Our top blog roundup for the year highlights topics like Python IDEs, data viz datasets, and controversial news.
We're a few weeks removed from ODSC West 2022 and we couldn't have left on a better note.The week was filled with engaging sessions on top topics in data science, innovation in AI, and smiling faces that we haven't seen in a while.Here are some highlights from ODSC West 2022, including some pictures of speakers and attendees, popular talks, and a summary of what kept people busy.
Designed to help you identify the sessions that best fit your interests and conference learning goals, the ODSC Europe 2022 focus areas cover the industries and fields that data science and AI are transforming.
How to Choose the Right Estimator for Your Machine Learning Task
Model training is an important component of a data science model development pipeline.Choosing the right machine learning algorithm can be a tedious and confusing task for a data scientist.
Originally published on The Road to AI We Can Trust Anyone who watched the last week unfold will realize that the new Bing has (or had) a tendency to get really wild, from declaring a love that it didn't really have to encouraging people to get divorced to blackmailing them to teaching people how to commit crimes, and so on.
OpenAI has developed a Minecraft-playing bot that can build pixelated tools and buildings in the game that require more than 20,000 consecutive actions via a combination of imitation and reinforcement learning.The bot, trained on 70,000 hours of human gameplay, is the first to build "diamond tools," which take human players 20 minutes and 24,000 actions, on average, to construct.
In an interview, Lehman talks about the move from game development to AI, evolutionary algorithms, neuroevolution through augmenting topologies (NEAT), LLMs as practical thought experiments in disembodied understanding, evolution through large models (ELM), competition in AI, advice for people considering ML research, and more.
AI Sculpting - The unpredictable strategies and outcomes of co-creation
Created by onformative, a studio for digital art and design based in Berlin, AI Sculpting is an exploration into a machine-learning process.Imagined as a tool to provide assistance to a conventional approach to sculpting, aka subtractive manufacturing, here an AI model is developed to seek out strategies that provide a constant improvement to how a given form is achieved.
OpenAI's new chatbot can explain code and write sitcom scripts but is still easily tricked
OpenAI has released a prototype general purpose chatbot that demonstrates a fascinating array of new capabilities, but also shows off weaknesses familiar to the fast-moving field of text-generation AI.And you can test out the model for yourself right here.ChatGPT is adapted from OpenAI's GPT-3.5 model but trained to provide more conversational answers.
Meta's Cicero chatbot can probably beat you at Diplomacy
Meta researchers have developed an artificial intelligence system called Cicero that can play the classic strategy game Diplomacy at a level comparable to most human players.That's a significant achievement in natural-language processing and one that may help people forget last week's debut of Galactica, a large language model Meta boffins trained on scientific papers that presented falsehoods as facts and was taken offline after three days of criticism from the science community.
Scientists Found a Way to Defeat a 'Near-Superhuman' Go-Playing AI
Image: Olena Ruban via Getty Images ABSTRACT breaks down mind-bending scientific research, future tech, new discoveries, and major breakthroughs.Scientists have created a computer program capable of defeating a Go-playing AI that's so good at winning, it's long been called near-superhuman.One of the world's oldest board games, Go is much like chess in that black and white pieces (or in this instance, stones) represent opposing players, but different in that the goal is to gain territory, not capture the other player's king.
Top Facebook Scientist Quietly Plotting "Autonomous" AIs
As the rest of the company is mandated to work towards Mark Zuckerberg's metaverse dreams, Facebook's artificial intelligence chief is quietly building a roadmap towards "autonomous" machine intelligence.