Blogs - Machine Learning
AMP BLAB: The AMPLab Blog
ChatGPT
AMPLab – UC Berkeley
- Making cities safer: data collection for Vision Zero 2017-04-26A critical part of enabling cities to implement their Vision Zero policies – the goal of the current National Transportation … Continue reading →Shankari
- Data Hackathons Workshop: Early Career Funding Available 2016-09-01The West Big Data Innovation Hub (WBDIH) is excited to host a Data Hackathons: Lessons Learned and Best Practices Workshop … Continue reading →Meredith Lee
- CACM Article on Randomized Linear Algebra 2016-06-02Each month the Communications of the ACM publishes an invited “Review Article” paper chosen from across the field of Computer … Continue reading →Michael Mahoney
- Scientific Matrix Factorizations In Spark at Scale 2016-06-02The canonical example of matrix decompositions, the Principal Components Analysis (PCA), is ubiquitous, with applications in many scientific fields including neuroscience, … Continue reading →Alex Gittens
- Technical Preview of Apache Spark 2.0: Easier, Faster, and Smarter 2016-05-19This is a guest blog post originally published on the Databricks blog. For the past few months, we have … Continue reading →Reynold Xin
- AMPLab postdoc Julian Shun wins the ACM Doctoral Dissertation Award 2016-05-11I am very pleased to announce that Julian Shun has been awarded the ACM’s doctoral dissertation award for his 2015 … Continue reading →Michael Mahoney
- Unexpected continuous location tracking/energy change in android? 2016-04-15So this is really weird, but I have found what seems to be unexpected continuous location tracking that is causing … Continue reading →Shankari
- Strata Keynote: “What’s Next for the Berkeley Data Analytics Stack” 2016-04-01The Strata+Hadoop World big data industry conference was held in San Jose this week and as usual, AMPLab and Berkeley were … Continue reading →Michael Franklin
- 40-Year Goodbye: A Last Lecture and Symposium 2016-03-29Hoping to start a new tradition, I’m giving a Last Lecture on Friday May 6, 2016 at 4PM, which is … Continue reading →Patterson
- What’s new in KeystoneML 2016-03-29At the AMPLab, we are constantly looking for ways to improve the performance and user experience of large scale advanced … Continue reading →sparks
OpenAI Blog
- Introducing more enterprise-grade features for API customers 2024-04-23Increasing enterprise support with more security features and controls, updates to our Assistants API, and tools to better manage costs.
- OpenAI’s commitment to child safety: adopting safety by design principles 2024-04-23We’re joining Thorn, All Tech Is Human, and other leading companies in an effort to prevent the misuse of generative AI to perpetrate, proliferate, and further sexual harms against children.
- Introducing OpenAI Japan 2024-04-14We are excited to announce our first office in Asia and we’re releasing a GPT-4 custom model optimized for the Japanese language.
- Introducing improvements to the fine-tuning API and expanding our custom models program 2024-04-04We’re adding new features to help developers have more control over fine-tuning and announcing new ways to build custom models with OpenAI.
- Start using ChatGPT instantly 2024-04-01We’re making it easier for people to experience the benefits of AI without needing to sign up
- Navigating the Challenges and Opportunities of Synthetic Voices 2024-03-29We’re sharing lessons from a small scale preview of Voice Engine, a model for creating custom voices.
- Sora: first impressions 2024-03-25We have gained valuable feedback from the creative community, helping us to improve our model.
- Global news partnerships: Le Monde and Prisa Media 2024-03-13We have partnered with international news organizations Le Monde and Prisa Media to bring French and Spanish news content to ChatGPT.
- OpenAI announces new members to board of directors 2024-03-08Dr. Sue Desmond-Hellmann, Nicole Seligman, Fidji Simo join; Sam Altman rejoins board
- Review completed & Altman, Brockman to continue to lead OpenAI 2024-03-08New board members named and enhancements to the governance structure introduced
- OpenAI and Elon Musk 2024-03-05We are dedicated to the OpenAI mission and have pursued it every step of the way.
- Video generation models as world simulators 2024-02-15We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of variable durations, resolutions and aspect ratios. We leverage a transformer architecture that operates on spacetime patches of video and image latent codes. Our largest model, Sora, is capable of generating a minute of […]
- Disrupting malicious uses of AI by state-affiliated threat actors 2024-02-14We terminated accounts associated with state-affiliated threat actors. Our findings show our models offer only limited, incremental capabilities for malicious cybersecurity tasks.
- Memory and new controls for ChatGPT 2024-02-13We’re testing the ability for ChatGPT to remember things you discuss to make future chats more helpful. You’re in control of ChatGPT’s memory.
- Building an early warning system for LLM-aided biological threat creation 2024-01-31We’re developing a blueprint for evaluating the risk that a large language model (LLM) could aid someone in creating a biological threat. In an evaluation involving both biology experts and students, we found that GPT-4 provides at most a mild uplift in biological threat creation accuracy. While this uplift is not large enough to be conclusive, […]
- New embedding models and API updates 2024-01-25We are launching a new generation of embedding models, new GPT-4 Turbo and moderation models, new API usage management tools, and soon, lower pricing on GPT-3.5 Turbo.
- Democratic inputs to AI grant program: lessons learned and implementation plans 2024-01-16We funded 10 teams from around the world to design ideas and tools to collectively govern AI. We summarize the innovations, outline our learnings, and call for researchers and engineers to join us as we continue this work.
- How OpenAI is approaching 2024 worldwide elections 2024-01-15We’re working to prevent abuse, provide transparency on AI-generated content, and improve access to accurate voting information.
- Introducing ChatGPT Team 2024-01-10We’re launching a new ChatGPT plan for teams of all sizes, which provides a secure, collaborative workspace to get the most out of ChatGPT at work.
- Introducing the GPT Store 2024-01-10We’re launching the GPT Store to help you find useful and popular custom versions of ChatGPT.