Blogs - Machine Learning


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
- OpenAI Red Teaming Network 2023-09-19We’re announcing an open call for the OpenAI Red Teaming Network and invite domain experts interested in improving the safety of OpenAI’s models to join our efforts.
- Introducing OpenAI Dublin 2023-09-13We’re growing our presence in Europe with an office in Dublin, Ireland.
- Join us for OpenAI’s first developer conference on November 6 in San Francisco 2023-09-06Developer registration for in-person attendance will open in the coming weeks and developers everywhere will be able to livestream the keynote.
- Teaching with AI 2023-08-31We’re releasing a guide for teachers using ChatGPT in their classroom—including suggested prompts, an explanation of how ChatGPT works and its limitations, the efficacy of AI detectors, and bias.
- Introducing ChatGPT Enterprise 2023-08-28Get enterprise-grade security & privacy and the most powerful version of ChatGPT yet.
- OpenAI partners with Scale to provide support for enterprises fine-tuning models 2023-08-24OpenAI’s customers can leverage Scale’s AI expertise to customize our most advanced models.
- GPT-3.5 Turbo fine-tuning and API updates 2023-08-22Developers can now bring their own data to customize GPT-3.5 Turbo for their use cases.
- OpenAI acquires Global Illumination 2023-08-16The entire team has joined OpenAI.
- Using GPT-4 for content moderation 2023-08-15We use GPT-4 for content policy development and content moderation decisions, enabling more consistent labeling, a faster feedback loop for policy refinement, and less involvement from human moderators.
- Confidence-Building Measures for Artificial Intelligence: Workshop proceedings 2023-08-01
- Frontier Model Forum 2023-07-26We’re forming a new industry body to promote the safe and responsible development of frontier AI systems: advancing AI safety research, identifying best practices and standards, and facilitating information sharing among policymakers and industry.
- Moving AI governance forward 2023-07-21OpenAI and other leading labs reinforce AI safety, security and trustworthiness through voluntary commitments.
- Custom instructions for ChatGPT 2023-07-20We’re rolling out custom instructions to give you more control over how ChatGPT responds. Set your preferences, and ChatGPT will keep them in mind for all future conversations.
- Partnership with American Journalism Project to support local news 2023-07-18A new $5+ million partnership aims to explore ways the development of artificial intelligence (AI) can support a thriving, innovative local news field, and ensure local news organizations shape the future of this emerging technology.
- Frontier AI regulation: Managing emerging risks to public safety 2023-07-06
- GPT-4 API general availability and deprecation of older models in the Completions API 2023-07-06GPT-3.5 Turbo, DALL·E and Whisper APIs are also generally available, and we are releasing a deprecation plan for older models of the Completions API, which will retire at the beginning of 2024.
- Introducing Superalignment 2023-07-05We need scientific and technical breakthroughs to steer and control AI systems much smarter than us. To solve this problem within four years, we’re starting a new team, co-led by Ilya Sutskever and Jan Leike, and dedicating 20% of the compute we’ve secured to date to this effort. We’re looking for excellent ML researchers and […]
- Insights from global conversations 2023-06-29We are sharing what we learned from our conversations across 22 countries, and how we will be incorporating those insights moving forward.
- Introducing OpenAI London 2023-06-28We are excited to announce OpenAI’s first international expansion with a new office in London, United Kingdom.
- Function calling and other API updates 2023-06-13We’re announcing updates including more steerable API models, function calling capabilities, longer context, and lower prices.