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31257 Posts
Ex-OpenAI employee speaks out about why he was fired: ‘I ruffled some feathers’

Ex-OpenAI employee speaks out about why he was fired: ‘I ruffled some feathers’

A former OpenAI researcher opened up about how he "ruffled some feathers" by writing and sharing some documents related to safety at the company, and was eventually fired.Leopold Aschenbrenner, who graduated from Columbia University at 19, according to his LinkedIn, worked on OpenAI's superalignment team before he was reportedly "fired for leaking" in April. He spoke out about the experience in a recent interview with podcaster Dwarkesh Patel released Tuesday.Aschenbrenner said he wrote and shared a memo after a "major security incident" that he didn't specify in the interview, and shared it with a couple of OpenAI board members. In…
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How Does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks

How Does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Source link lol
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HBO’s The Last of Us season two will only be seven episodes long

HBO’s The Last of Us season two will only be seven episodes long

Somehow, it's already been almost a year and a half since the first season of The Last of Us arrived on HBO. Things are well underway with the second season, and we've known for a while that it won't premiere until 2025. We still don't know exactly when to expect it (though given that they're well into shooting, an early-year debut isn't out of the question), but we do now know that season two will only have seven episodes.In an extensive interview with Deadline, showrunners Craig Mazin and Neil Druckmann (director of the two The Last of Us games that…
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Fruit Classification System with Deep Learning and Neural Architecture Search

Fruit Classification System with Deep Learning and Neural Architecture Search

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Source link lol
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Python variables now automagically work in Deephaven queries! | Deephaven

Python variables now automagically work in Deephaven queries! | Deephaven

Deephaven's query language provides a very powerful way to manipulate and analyze static and real-time data. Part of Deephaven's power is the ability to use Python functions and variables directly in your queries. As of Deephaven v0.16, using Python in Deephaven queries is even easier.Now, Deephaven automagically allows all Python variables that are in scope to be used in queries. No special coding is required.Let's look at a few examples.To begin, let's create some data to work with:from deephaven import empty_tablesource = empty_table(10).update("X = ii")Let's define a variable a in the global Python scope. Once variable a exists, it can…
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OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection

OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection

arXiv:2406.01919v1 Announce Type: new Abstract: Recently, there has been considerable attention on detecting hallucinations and omissions in Machine Translation (MT) systems. The two dominant approaches to tackle this task involve analyzing the MT system's internal states or relying on the output of external tools, such as sentence similarity or MT quality estimators. In this work, we introduce OTTAWA, a novel Optimal Transport (OT)-based word aligner specifically designed to enhance the detection of hallucinations and omissions in MT systems. Our approach explicitly models the missing alignments by introducing a "null" vector, for which we propose a novel one-side constrained OT setting…
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Understanding Microservices Architecture

Understanding Microservices Architecture

Introduction: Microservices architecture is gaining popularity among businesses as it provides several advantages over traditional monolithic architecture. It is an architectural style that breaks down a large software system into small, independent, and modular services, each with its own specific function. These services communicate with each other through well-defined APIs and can be deployed and managed independently. In this article, we will dive into the understanding of microservices architecture, its advantages, disadvantages, and key features. Advantages: Scalability: Microservices allow for easier scalability as each service can be scaled independently based on its usage and demand. Flexibility: This architecture allows for…
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Building safer dialogue agents

Building safer dialogue agents

Research Published 22 September 2022 Authors The Sparrow team Training an AI to communicate in a way that’s more helpful, correct, and harmlessIn recent years, large language models (LLMs) have achieved success at a range of tasks such as question answering, summarisation, and dialogue. Dialogue is a particularly interesting task because it features flexible and interactive communication. However, dialogue agents powered by LLMs can express inaccurate or invented information, use discriminatory language, or encourage unsafe behaviour.To create safer dialogue agents, we need to be able to learn from human feedback. Applying reinforcement learning based on input from research participants, we…
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Jessica Chastain is selling her historic 4-bedroom apartment in New York City for $7.45 million. Take a look inside.

Jessica Chastain is selling her historic 4-bedroom apartment in New York City for $7.45 million. Take a look inside.

Jessica Chastain has listed her New York City apartment built in 1885 for $7.45 million.The home was once owned by Leonard Bernstein, who wrote the music of "West Side Story" there.It features four bedrooms, five fireplaces, and Tiffany Studio stained-glass windows. Thanks for signing up! Access your favorite topics in a personalized feed while you're on the go. download the app By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy. You can opt-out at any time by visiting our Preferences page or by clicking "unsubscribe" at the bottom of the email. A historic apartment with celebrity ties…
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