Defined.ai blog

SEPTEMBER 21, 2023

What is Natural Language Processing? It’s a subfield of artificial intelligence (AI) focused on enabling machines to understand, interpret, and produce human languag e. It’s a subfield of artificial intelligence (AI) focused on enabling machines to understand, interpret, and produce human languag e.

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Topbots

FEBRUARY 1, 2023

2] In Part 1 of this series I discussed how artificial intelligence (AI) has advanced to the point where it creates new data for analysis, abstracts the insights from the synthetic data and takes on much of the cognitive role previously reserved for humans. Creativity Most of us have never taken a course in creativity and few have studied it.

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The MLOps Blog

FEBRUARY 27, 2023

You can watch it on YouTube: Or listen to it as a podcast on: Spotify Apple Podcast But if you prefer a written version, here it is! I’m joined by my co-host, Stephen, and with us today, we have Michal Tadeusiak , who will be answering questions about managing computer vision projects. I’m Sabine, your host.

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AssemblyAI

NOVEMBER 9, 2023

In Natural Language Processing (NLP), Text Summarization models automatically shorten documents, papers, podcasts, videos, and more into their most important soundbites. These are sometimes referred to as AI summarizers. What is Text Summarization for NLP? 51:29: I wanted to lay out before the Congress my plan.

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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. What can you do to help things go well instead of poorly? I expect a lot to change in the future, including a general increase in the number of helpful jobs available.

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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. Perhaps the eight-year-old is a mind-reader, or even a young Professor X.)

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ML Review

FEBRUARY 26, 2018

How can you tell whether your shop assistant is a person or a robot? The most significant innovation in AI these recent years, smart chatbots, personal assistants, are only a glimpse of what the future holds. During 2017’s Double 11 shopping festival, AliMe successfully responded to 9.04

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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 People do try to “test” AI systems for safety, and they do need to achieve some level of “safety” to commercialize.

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Cold Takes

DECEMBER 8, 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 expect powerful, dangerous AI systems to have a lot of benefits (commercial, military, etc.),

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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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Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. The two-day event brought together researchers, practitioners, and industry leaders to discuss the latest trends and advances in data-centric AI, and we recorded each session as a video.

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Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. The two-day event brought together researchers, practitioners, and industry leaders to discuss the latest trends and advances in data-centric AI, and we recorded each session as a video.

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DataRobot Blog

APRIL 4, 2022

What is MMM? MMM stands for Marketing Mix Model and it is one of the oldest and most well-established techniques to measure the sales impact of marketing activity statistically. Historical data needs to be accurate, consistent and, most importantly, available. When can you give us the ROI?”. What cannot be measured?

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AssemblyAI

DECEMBER 2, 2022

The new AI models in action Let’s take a look at each of these new AI models in turn. Each model also supports various summary lengths, allowing product teams to further tailor the summaries to their specific use case. More than 500 passengers were taken to Manhattan after spending roughly an hour and a half trapped.

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Cold Takes

JUNE 9, 2022

I've been working on a new series of posts about the most important century. The original series focused on why and how this could be the most important century for humanity. But it had relatively little to say about what we can do today to improve the odds of things going well.

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Dlabs.ai

JUNE 8, 2020

But how you prepare can determine the scale of the problem. This is precisely what predictive maintenance aims to do: to leverage data so that you can identify when and where an issue might occur — meaning you can take the necessary corrective actions. How Predictive Maintenance Can Transform Industry 4.0

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AI Impacts

OCTOBER 20, 2023

This is a plausible future for AI. Some people involved in the debate about slowing or pausing AI seem to think that successfully stopping AI progress over the long term would likely lead to death or dystopia: Either we figure out how to make AGI go well or we wait for the asteroid to hit. - 3 None of this happened.

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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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IBM Journey to AI blog

JULY 7, 2023

Knowledge workers, typically those with advanced training and years of experience, have become a valuable asset for companies worldwide. Yet, empowering knowledge workers to stay productive can be a constant challenge. This article looks at how emerging tools can help. What is a knowledge worker?

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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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AI Impacts

DECEMBER 13, 2023

What Do I Mean By ‘Overhang’? Hardware Overhang for AI One major concern about pausing AI development, from a purely safety perspective, is the possibility of hardware overhang. Hardware would continue to progress during this AI pause. 2 Afterwards, the ban would be completely lifted.

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