Allen AI

APRIL 12, 2023

These abilities coupled with the availability of APIs have accelerated the adoption of LLMs in numerous consumer-facing systems where safety is of paramount importance, such as tools for assisted writing used by students (especially minors) and virtual healthcare assistants used by patients.

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AI Impacts

APRIL 7, 2023

There seems like there could be "ample headroom" above humans, i.e. that a superintelligence will be able to vastly outperform us across virtually all domains. For one, it seems a bit suspicious to assume that humans have close to the maximal possible intelligence. but which is bound by the physical laws of our universe.

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Cold Takes

DECEMBER 22, 2022

In previous pieces, I argued that there's a real and large risk of AI systems' developing dangerous goals of their own and defeating all of humanity - at least in the absence of specific efforts to prevent this from happening. I discussed why it could be hard to build AI systems without this risk and how it might be doable.

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AssemblyAI

MAY 3, 2023

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests.

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Cold Takes

JANUARY 13, 2023

This post will lay out a couple of stylized stories about how, if transformative AI is developed relatively soon, this could result in global catastrophe. (By By “transformative AI,” I mean AI powerful and capable enough to bring about the sort of world-changing consequences I write about in my most important century series.)

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Cold Takes

FEBRUARY 10, 2023

Let’s say you’re convinced that AI could make this the most important century of all time for humanity. Most of today’s opportunities are concentrated in the US and UK, where the biggest AI companies (and AI-focused nonprofits) are. What can you do to help things go well instead of poorly?

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The MLOps Blog

FEBRUARY 27, 2023

Michal is the Director of AI at Deepsense.ai. He has led several data science projects spanning multiple industries like manufacturing, retail, healthcare, insurance, safety, et cetera. Every episode is focused on one specific ML topic, and during this one, we talked to Michal Tadeusiak about managing computer vision projects.

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Cold Takes

DECEMBER 15, 2022

In previous pieces, I argued that there's a real and large risk of AI systems' aiming to defeat all of humanity combined - and succeeding. I then argued that countermeasures could be challenging, due to some key difficulties of AI safety research.

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O'Reilly Media

APRIL 5, 2023

Based on what we’ve seen so far, however, AI seems much more capable of replaying the past than predicting the future. That’s because AI algorithms are trained on data. And it’s safe to say that most AI algorithms are trained on datasets that are significantly older. You turned left or right.

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deepsense.ai

NOVEMBER 14, 2023

Then there are business pressures to deliver at an extreme tempo, typical of the heated ‘hype economy’ driven by the fear of taking over the target niche in the AI revolution, contributing to the ‘produce fast, test later (i.e., that all data scientists live and breathe when practicing traditional ML. never)’ approach. never)’ approach.

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Sebastian Ruder

DECEMBER 1, 2023

NeurIPS 2023 , arguably this year’s biggest AI conference takes place in two weeks from Dec 10–16 in New Orleans.   This seems like a strong limitation—but it can serve as a useful inductive bias for recovering substitution cyphers (via an MLP probe) and in-context symbol manipulation.

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AWS Machine Learning Blog

OCTOBER 9, 2023

Today, we are excited to announce that the Mistral 7B foundation models, developed by Mistral AI, are available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. What is Mistral 7B Mistral 7B is a foundation model developed by Mistral AI, supporting English text and code generation abilities.

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Mlearning.ai

FEBRUARY 6, 2023

Image generated by DALLE-2 The measures to counter AI-Generated text in education and other fields need their own transparency measures. To combat these issues, OpenAI recently released an AI Text Classifier that predicts how likely it is that a piece of text was generated by AI from a variety of sources, such as ChatGPT.

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AWS Machine Learning Blog

JULY 18, 2023

According to Meta, the tuned versions use supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to align to human preferences for helpfulness and safety. Today, we are excited to announce that Llama 2 foundation models developed by Meta are available for customers through Amazon SageMaker JumpStart.

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Viso.ai

MARCH 12, 2024

Sora is a text-to-video artificial intelligence model developed by OpenAI that can create realistic and imaginative scenes from text instructions. OpenAI considers Sora as a path towards creating a simulator for the physical and digital world. This blog post will explore Sora, diving into how it works and its potential applications.

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Chatbots Life

MAY 12, 2023

How ChatGPT really works and will it change the field of IT and AI? — a a deep dive Unless you have been living under a rock for the last few months, you have probably heard about a new model from OpenAI called ChatGTP. Will ChatGPT replace your job? Will ChatGPT create jobs? Conclusions What is ChatGPT?

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deepsense.ai

APRIL 25, 2024

In today’s rapidly evolving generative AI world, keeping pace requires more than embracing cutting-edge technology. At deepsense.ai, we don’t merely follow trends; we aspire to establish new solutions. Please note that this division is conventional and does not provide full depth.

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Cold Takes

NOVEMBER 29, 2022

I’ve argued that AI systems could defeat all of humanity combined, if (for whatever reason) they were directed toward that goal. I’ll argue that if today’s AI development methods lead directly to powerful enough AI systems, disaster is likely 1 by default (in the absence of specific countermeasures).

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AI Impacts

SEPTEMBER 28, 2023

I started working at AI Impacts slightly less than a year ago. Before then, I was not following developments in either AI or AI safety. While I have mostly been working on historical case studies, 1 I have gotten a close look at the AI safety community and the arguments therein. Or you can read everything.

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Cold Takes

JANUARY 5, 2023

If this ends up being the most important century due to advanced AI, what are the key factors in whether things go well or poorly? The long-run future could come much faster than we think, due to a possible AI-driven productivity explosion. These claims seem too "wild" to take seriously.

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