AWS Machine Learning Blog

MAY 9, 2024

Generative AI is a catalyst for business transformation, making it imperative for FSI organizations to determine where generative AI’s current capabilities could deliver the biggest value for FSI customers. It helps manage and scale central policies and standards.

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AWS Machine Learning Blog

MAY 21, 2024

The media organization delivers useful, relevant, and accessible information to an audience that consists primarily of young and active urban readers. One of our key goals is to provide our journalists with a best-in-class digital publishing experience. These applications are a focus point for our generative AI efforts.

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Generative AI Automation Prompt Engineer Prompt Engineering 102

Unite.AI

FEBRUARY 21, 2024

However, Otter AI's commitment to privacy and seamless integration with popular conferencing platforms make it a valuable tool for teams seeking productive and collaborative team meetings! Prioritizes user data privacy and security. Pros The most accurate AI transcriber that transcribes online meetings in real-time.

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AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS?

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OpenAI

FEBRUARY 16, 2023

We therefore think a lot about the behavior of AI systems we build in the run-up to AGI, and the way in which that behavior is determined. Since our launch of ChatGPT , users have shared outputs that they consider politically biased, offensive, or otherwise objectionable. As of today, this process is imperfect.

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Bugra Akyildiz

MAY 19, 2024

Now, usual programming: Articles AI Now Institute wrote a blog post where they talk about compute role in the AI. Compute resources are typically measured in terms of floating-point operations per second (FLOPS), which quantifies the number of mathematical operations a system can perform in a given time frame.

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IBM Journey to AI blog

AUGUST 7, 2023

In such ecosystems, a trusted party (such as a cloud provider, government organization or other influential player) plays a significant role, while other participants within the ecosystem are not required to trust each other directly. Our experience highlights significant room for enhancing trust within centralized ecosystems.

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AWS Machine Learning Blog

APRIL 22, 2024

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. survey revealed that 87 percent of business leaders expect to increase their organization’s investment in sustainability over the next years. A Gartner, Inc.

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deepsense.ai

JUNE 4, 2023

Effective implementation that brings real business value requires the analysis of aspects such as reliability, high availability, security, data privacy and many more. For the purposes of our projects, we have reviewed the key aspects related to the use of OpenAI models. Such research is time-consuming, which is why deepsense.ai

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O'Reilly Media

NOVEMBER 28, 2023

And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. In enterprises, we’ve seen everything from wholesale adoption to policies that severely restrict or even forbid the use of generative AI.

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O'Reilly Media

FEBRUARY 20, 2024

Almost every company has undertaken AI projects, including companies that, at least on the face of it, have “no AI” policies. led to GPT-4 and multimodal GPT-4V, and OpenAI has announced an Enterprise service with better guarantees for security and privacy. It’s about scale, the potential for reproducing their whole archive.

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Pickl AI

DECEMBER 4, 2023

In simple terms, Data Intelligence is like having a super-smart assistant for big companies. They guide our decisions, making them more intelligent and more effective. It’s not just about having data; it’s about turning that data into real wisdom for better products and services. So, let’s get started.

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AWS Machine Learning Blog

SEPTEMBER 5, 2023

This way, it prevents the inadvertent sharing of confidential data on public platforms, ensuring the preservation of user privacy and data security. This enables users to chat with the image to confirm if it contains any inappropriate content that violates the organization’s policies.

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O'Reilly Media

OCTOBER 18, 2022

As AI technologies are adopted more broadly in security and other high-risk applications, we’ll all need to know more about AI audit and risk management. AI audits and assessments may focus on bias issues or other serious risks including safety , data privacy harms , and security vulnerabilities. For our audits, BNH.AI

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O'Reilly Media

NOVEMBER 29, 2022

Sometimes a series of negative headlines can shift opinion and amplify our awareness of lurking vulnerabilities. We didn’t really care about cybersecurity until events forced us to pay attention. The good news is that plenty of people in the AI community have been thinking, talking, and writing about AI ethics.

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Towards AI

APRIL 11, 2023

In today’s digital era, mobile and web applications have become a crucial part of our lives. Before we dive into it, let’s talk about why I chose to use AI tools for this project. As a practice head in a large organization, I’m always looking for ways to improve our development processes and make them more efficient.

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AWS Machine Learning Blog

SEPTEMBER 14, 2023

Unstructured data accounts for 80% of all the data found within organizations, consisting of repositories of manuals, PDFs, FAQs, emails, and other documents that grows daily. Security – Security and privacy are critical considerations when deploying conversational bots powered by RAG and LLMs.

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Generative AI LLM Large Language Models Software Engineer 88

Pickl AI

JULY 14, 2023

Even in the time of pandemic, AI has enabled in providing technical solutions to the people in terms of information inflow. Significantly, McCarthy coined the term “Artificial Intelligence” and organized the Dartmouth Conference in 1956, which is considered the birth of AI as a field.

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Neural Network Software Engineer Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

AUGUST 31, 2023

Guardrails ensure that security, privacy, and quality of the code, configuration, and data and model configuration used in model lifecycle are versioned and preserved. Model cards are intended to be a single source of truth for business and technical metadata about the model that can reliably be used for auditing and documentation purposes.

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ML Data Scientist Machine Learning Automation 85

Viso.ai

JANUARY 19, 2024

This raises concerns about misinformation and privacy, along with the need for strong detection and authentication mechanisms. AI models and deep learning algorithms analyze this data, learning intricate details about a person’s facial features, expressions, and movements.

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Snorkel AI

SEPTEMBER 12, 2023

Tell us a little bit about how that all started, and what you think was the most exciting accomplishment from serving in the position. ” Dj Patil George Washington was really focused on how to think about mapping. .” ” Dj Patil George Washington was really focused on how to think about mapping. “The U.S.

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Data Scientist Data Science AI Strategy Large Language Models 59

Snorkel AI

SEPTEMBER 12, 2023

Tell us a little bit about how that all started, and what you think was the most exciting accomplishment from serving in the position. ” Dj Patil George Washington was really focused on how to think about mapping. .” ” Dj Patil George Washington was really focused on how to think about mapping. “The U.S.

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Data Scientist Data Science AI Strategy Large Language Models 59

Google Research AI blog

FEBRUARY 28, 2023

Posted by Posted by Leslie Yeh, Director, University Relations (This is Part 9 in our series of posts covering different topical areas of research at Google. We at Google see it as our responsibility to disseminate our work as contributing members of the scientific community and to help train the next generation of researchers.

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ODSC - Open Data Science

FEBRUARY 14, 2023

The interesting use cases it enables, allowing even those unfamiliar with the domain to get a better idea about what AI is capable of. This will help AI adoption in the long term. I kind of hate everything about this,” said Evan Greer (she/her), “I honestly don’t know why I made this.

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O'Reilly Media

JULY 20, 2021

But we, as technologists, have typically ignored our own expectations when designing and building those devices. In the first article, we listed five core questions we should ask about communal devices: Identity: Do we know all of the people who are using the device? You probably don’t want news about work, unless it’s an emergency.

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ODSC - Open Data Science

APRIL 26, 2023

As you can imagine, data science is a pretty loose term or big tent idea overall. Though just about every industry imaginable utilizes the skills of a data-focused professional, each has its own challenges, needs, and desired outcomes.

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AWS Machine Learning Blog

AUGUST 31, 2023

Guardrails ensure that security, privacy, and quality of the code, configuration, and data and model configuration used in model lifecycle are versioned and preserved. Model cards are intended to be a single source of truth for business and technical metadata about the model that can reliably be used for auditing and documentation purposes.

ML 52

ML Data Scientist Machine Learning Automation 52

Viso.ai

DECEMBER 4, 2023

This memo cited concerns about leadership direction and strategic misalignment on ethics in AI. How can the company balance concerns about AI with its potential for commercialization? Sam Altman himself was fairly vague when asked about the subject in the days following his surprising dismissal.

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Topbots

JANUARY 15, 2024

By finetuning, we are adjusting the model’s weights based on our data, making it more tailored to our application’s unique needs. This was based on my perception that both approaches achieved similar results but varied in terms of complexity, cost, and quality. What is this about? So let’s dive in!

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LLM Natural Language Processing Chatbots NLP 59

Bugra Akyildiz

MAY 4, 2024

Specifically, the training objective is augmented with a term that penalizes the model's ability to predict the labels of the data points to be unlearned, effectively reducing their influence on the final model.By These exact unlearning techniques can provide strong guarantees about the removal of specific data points from the learned model.

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The MLOps Blog

JUNE 27, 2023

Review vendor support and maintenance terms (SLAs and SLOs), contractual agreements, and negotiation flexibility to align with your organization’s needs. Knowledge and skills in the organization Evaluate the level of expertise and experience of your ML team and choose a tool that matches their skill set and learning curve.

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ODSC - Open Data Science

JULY 25, 2023

What Can AI Teach Us About Data Centers? Part 3: Economic, Political, and Environmental Concerns, and New Developments Environmental, political, and economic concerns can easily derail or complicate decisions about how to invest in or use data center technology. which dictate how data should be stored, processed, and transmitted.

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ChatGPT Chatbots Large Language Models AI 52

O'Reilly Media

OCTOBER 11, 2022

As a trend, it’s not performing well on Google; it shows little long-term growth, if any, and gets nowhere near as many searches as terms like “Observability” and “Generative Adversarial Networks.” And it’s never bubbled up far enough into our consciousness to make it into our monthly Trends piece.

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The MLOps Blog

MARCH 21, 2023

In this comprehensive guide, we’ll explore everything you need to know about machine learning platforms, including: Components that make up an ML platform. We ask this during product demos, user and support calls, and on our MLOps LIVE podcast. That’s where this guide comes in! Gathering requirements from your users.

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AWS Machine Learning Blog

NOVEMBER 16, 2023

This heterogeneity initially enabled different teams to move fast in their early AI development efforts, but is now holding back opportunities to scale and improve efficiency of our AI development processes. Maintainability – The platform’s architecture and code base should be well organized, modular, and maintainable.

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O'Reilly Media

JULY 25, 2023

Or even if you haven’t yet, then you’ve at least heard about these tools in your newsfeed over the past year. So far I’ve read a gazillion blog posts about people’s experiences with these AI coding assistance tools. And ChatGPT didn’t warn me about this. That warning convinced me to drop this idea.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. Our approach applies to both open-source and proprietary models equally. Security SMEs review the architecture based on business security policies and needs.

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Generative AI Prompt Engineer Prompt Engineering AI 97