ODSC - Open Data Science

FEBRUARY 7, 2023

As we move into the digital age further it becomes practical to look for where in our business , we can apply digital solutions to improve. Artificial intelligence will never and should never fully replace human employees, but it can be a valuable tool to improve your productivity.

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Artificial Intelligence Artificial Intelligence Data Science Data Analysis 98

Flipboard

JUNE 15, 2023

Most notably, The Future of Life Institute published an open letter calling for an immediate pause in advanced AI research , asking: “Should we let machines flood our information channels with propaganda and untruth? Should we automate away all the jobs, including the fulfilling ones? What should be disclosed?

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Large Language Models AI AI Artificial Intelligence 141

IBM Journey to AI blog

OCTOBER 16, 2023

As companies increase their use of artificial intelligence (AI), people are questioning the extent to which human biases have made their way into AI systems. Cognitive bias When people process information and make judgments, we are inevitably influenced by our experiences and our preferences.

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Algorithm AI AI Artificial Intelligence 190

Flipboard

JULY 7, 2023

If you’re a typical person who has plenty of medical questions and not enough time with a doctor to ask them, you may have already turned to ChatGPT for help. well, that’s another question. One question was foremost in his mind: “How do we test this so we can start using it as safely as possible?”

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AWS Machine Learning Blog

JANUARY 26, 2024

Being aware of risks fosters transparency and trust in generative AI applications, encourages increased observability, helps to meet compliance requirements, and facilitates informed decision-making by leaders. We then discuss how building on a secure foundation is essential for generative AI.

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ODSC - Open Data Science

DECEMBER 7, 2023

The Importance of Implementing Explainable AI in Healthcare Explainable AI might be the solution everyone needs to develop a healthier, more trusting relationship with technology while expediting essential medical care in a highly demanding world. Including what they are, why you should be using them, and practical guides to get you started.

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Heartbeat

FEBRUARY 22, 2024

Photo by Richard Horvath on Unsplash Python's Pandas library has long been the trusted companion of data analysts and data scientists. This library will revolutionize how we can work with data by allowing us to turn complex queries into simple conversations. We will also explore CometLLM.

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Artificial Intelligence Artificial Intelligence LLM OpenAI 52

Ehud Reiter

FEBRUARY 27, 2023

Of course, even if LLMs are built by large tech companies, there still are many important research questions that academics can look it, for example understanding how the models work and how they fail! There are plenty of exciting research questions which dont obviously have large commercial profit potential in the next few years.

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Flipboard

AUGUST 25, 2023

In February 2020 — more than five decades after the science fiction film introduced the world to perhaps the first great AI villain — a team of researchers at the Massachusetts Institute of Technology used artificial intelligence to discover an antibiotic capable of killing E. We can take 2.8 It’s the same kind of thing here.

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Machine Learning AI AI Deep Learning 123

O'Reilly Media

APRIL 30, 2024

We ought to heed Collingridge’s warning that technology evolves in uncertain ways. These are risks stemming from misalignment between a company’s economic incentives to profit from its proprietary AI model in a particular way and society’s interests in how the AI model should be monetised and deployed.

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ODSC - Open Data Science

FEBRUARY 28, 2023

In this article, we want to clarify how these language assistants work and what we can realistically expect or fear from them. We ask about the Lendbreen glacier in Norway and ChatGPT answers in a short text. 1: ChatGPT answers the question “What is the significance of the Lendbreen glacier in Norway?”

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Google Research AI blog

MARCH 16, 2023

We study and develop scalable, rigorous, and evidence-based solutions using data analysis, human rights, and participatory frameworks. We collaborate with academic scholars in the areas of social science and philosophy of technology and publish foundational research focusing on how ML can be helpful and useful.

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AWS Machine Learning Blog

MARCH 12, 2024

Leidos is a Fortune 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. This post is for educational purposes only and should not be used in production environments without additional controls.

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Large Language Models LLM Chatbots Natural Language Processing 90

ODSC - Open Data Science

FEBRUARY 13, 2023

With the rapid rise of machine learning in multiple industries, safety and security questions have arisen. In short, we want to make sure that whatever a model is spitting out is both trusted and makes sense. First are two techniques that tackle the question of why predictions are made and explain them.

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Machine Learning Explainability Data Science Explainable AI 98

John Snow Labs

OCTOBER 16, 2023

.” – Nafiseh Mollaei, Postdoc at Loyola University Chicago Bias and fairness: “We need to differentiate LLM generated content from human-generated content through technologies such as watermarking. This makes it so that we can compare and contrast the generated response to factual information.

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Ehud Reiter

APRIL 4, 2023

I love getting such questions, because they are much more constructive than, say, debating whether chatGPT is “Artificial general intelligence” (AGI) or a threat to humanity. To me, the most important question about GPT and LLM technology more generally is what it can and cannot do. This approach is not limited to health.

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Google Research AI blog

FEBRUARY 23, 2023

Commensurate with our mission to demonstrate these societal benefits , Google Research’s programs in applied machine learning (ML) have helped place Alphabet among the top five most impactful corporate research institutions in the health and life sciences publications on the Nature Impact Index in every year from 2019 through 2022.

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John Snow Labs

JULY 25, 2023

How do we balance the benefits of Medical LLMs with the protection of patient privacy and data security? Can we address potential biases that may impact the fairness and accuracy of diagnoses? Transparency and explainability play a vital role in gaining trust in Medical LLMs.

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Snorkel AI

JANUARY 26, 2024

To achieve the trust, quality, and reliability necessary for production applications, enterprise data science teams must develop proprietary data for use with specialized models. For example, he showed questionable responses from a CLIP model asked to identify pacifiers in pictures. Slides for this session.

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LLM Large Language Models Explainability Data Science 64

ODSC - Open Data Science

MAY 25, 2023

Should you trust your copilot? But the question is, should you trust it? On the engineering of Social Values Carles Sierra, PhD, Director, Artificial Intelligence Research Institute Finally, we have this session which will explore the field of Ethics in AI. Conclusion How about those sessions?

Machine Learning 52

Machine Learning Data Scientist Large Language Models Data Science 52

Artificial Corner

JULY 7, 2023

With the rapid advancements in artificial intelligence (AI) and machine learning, this question has sparked intense debates and fueled both excitement and concerns about the future. By taking a proactive approach, we can minimize potential risks and maximize the benefits of AI.

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Snorkel AI

JANUARY 26, 2024

To achieve the trust, quality, and reliability necessary for production applications, enterprise data science teams must develop proprietary data for use with specialized models. For example, he showed questionable responses from a CLIP model asked to identify pacifiers in pictures. Slides for this session.

LLM 52

LLM Large Language Models Explainability Data Science 52

Heartbeat

JUNE 12, 2023

We will also discuss the MLOps solution to resolve these issues in real-time using the Comet tool. If the test or validation data distribution has too much deviance from the training data distribution, then we must go for retraining since it is a sign of population drift. The MLOps difference?

Machine Learning 98

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AWS Machine Learning Blog

NOVEMBER 22, 2023

In this post, we start with the introduction of the Operational Excellence pillar and design principles, and then deep dive into four focus areas: organizational culture, workload design, build and release optimization, and observability. Regularly simulate failure scenarios and validate your understanding of their impact.

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IDP Data Extraction Automation ML 84

Heartbeat

SEPTEMBER 7, 2023

As we journey deeper into the era of AI , the stakes are higher than ever. Trusting these models is essential, and trust requires understanding. They influence the ads we see, the credit scores we receive, and even the medical diagnoses we’re given. Why Does It Matter? They have real-world implications.

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Explainability Machine Learning Data Scientist Deep Learning 52

Unite.AI

NOVEMBER 2, 2023

While I was studying at Albion College, I just happened to enroll in a computer science class as one of my electives – and the rest is history! At the highest level we were using AI and machine learning to detect events as they happen around the world. We utilize many data sources such as social media, e911, traffic cameras, etc.

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Mlearning.ai

MAY 23, 2023

Product First versus Model First mindset is a important concept as you mature in data science. Models can perform well in production, but ultimately fail to answer the business’s question. There are two approaches we see in MLOps. Sometimes a simple model answers the question, but needs to answer it better to deliver value.

Machine Learning 52

Machine Learning Data Scientist ML Data Science 52

Snorkel AI

JANUARY 2, 2024

We now see people using a number of different terms (large language model, foundation model, generative AI) synonymously. Percy Liang: When we founded the center, it involved me going around Stanford University and seeing who was interested in this phenomenon that was happening post-GPT-3. So we coined the term “foundation model.”

Large Language Models 52

Large Language Models Machine Learning LLM ChatGPT 52

Snorkel AI

JANUARY 2, 2024

We now see people using a number of different terms (large language model, foundation model, generative AI) synonymously. Percy Liang: When we founded the center, it involved me going around Stanford University and seeing who was interested in this phenomenon that was happening post-GPT-3. So we coined the term “foundation model.”

Large Language Models 52

Large Language Models Machine Learning LLM ChatGPT 52

Snorkel AI

JUNE 7, 2023

We are, in our view, in a bit of a hype cycle,” he said. Enterprises and data science teams, he said, are excited to work with these new technologies, but coaxing from them the performance necessary for a production application takes a lot of additional work. We are not investing enough. It is actually ambiguous,” Patil said.

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Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

We are, in our view, in a bit of a hype cycle,” he said. Enterprises and data science teams, he said, are excited to work with these new technologies, but coaxing from them the performance necessary for a production application takes a lot of additional work. We are not investing enough. It is actually ambiguous,” Patil said.

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Pickl AI

JUNE 21, 2023

In this article, we will delve into the essence of AWS, and its benefits, and explore its wide range of applications across various industries. Why Should You Pursue AWS Certification? Credibility and Trust AWS certifications are recognized and respected in the industry. What is AWS?

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Continuous Learning Machine Learning AI AI 52

Cold Takes

JANUARY 25, 2023

In this more recent series , I’ve been trying to help answer this question: “So what? ” or “AI development should be illegal!” Instead, the gauntlet I’m throwing is: “find ways to help people understand the core parts of the challenges we might face, in as much detail as is feasible.”

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AI AI AI Developer AI Development 52

Snorkel AI

APRIL 16, 2024

We appreciate all the support that we’ve had during our partnership, going back even to the early days when Snorkel was a research project. It’s such a pleasure to be here with you and talk about how we deliver value to our mutual customers. PV: We at Snorkel are very aligned with what you are saying, that trade-off.

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Large Language Models ML LLM Generative AI 52

Snorkel AI

APRIL 16, 2024

We appreciate all the support that we’ve had during our partnership, going back even to the early days when Snorkel was a research project. It’s such a pleasure to be here with you and talk about how we deliver value to our mutual customers. PV: We at Snorkel are very aligned with what you are saying, that trade-off.

Large Language Models 52

Large Language Models ML LLM Generative AI 52

DataRobot Blog

JULY 27, 2022

From our experience working with organizations across different industries, we learned about the main challenges related to this process. We combined the resources and expertise of DataRobot MLOps and Algorithmia to achieve the best results. Data Science Expertise Meets Scalability. Autoscaling Deployments with Trust.

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Algorithm Automation Data Scientist Deep Learning 52

Mlearning.ai

JUNE 7, 2023

Don’t miss the most important ideas in Machine Learning, AI, Data Science, Business of Tech, and More A lot of people reach out to me for reading recommendations. We should be wary of Prometheans who want to both profit from bringing the people fire, and be trusted as the firefighters.”

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Large Language Models AI AI Machine Learning 52