CIO

APRIL 25, 2024

Greater ease of use High-level users can leverage Copilot Builder in Einstein 1 Studio to build their own actions, but the beauty of the preprogrammed actions, Parulekar said, is that users can leverage them without having to train or fine-tune a large language model (LLM). Artificial Intelligence, Salesforce.com

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Artificial Inteligence Artificial Intelligence Analytics Mobile 287

CIO

APRIL 25, 2024

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). We didn’t start with a very clear idea of what an LLM could do.”

Artificial Inteligence 347

Artificial Inteligence Generative AI Metrics Azure 347

John Snow Labs

NOVEMBER 9, 2023

Introduction Building applications with language models involves many moving parts. Evaluation and testing are both critical when thinking about deploying Large Language Model (LLM) applications. QA models play a crucial role in retrieving answers from text, particularly in document search.

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Artificial Inteligence Testing Metrics Performance 52

Xebia

MAY 8, 2024

DIY LLM Evaluation, a Case Study of Rhyming in ABBA Schema It’s becoming common knowledge: You should not choose your LLMs based on static benchmarks. The lesson is: only trust people evaluating LLMs on the tasks they themselves care about. But there’s something better: evaluate LLMs yourself on tasks you care about!

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Case Study Artificial Inteligence Study Exercises 147

Xebia

JANUARY 30, 2024

How to create unique content with Large Language Models Do you sometimes struggle with creating content? Whether it’s a blog/manual/podcast you’re trying to produce, Large Language Models can help you to create unique content if you use them correctly. For our LLM, I’ve selected GPT-4.

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Artificial Inteligence Azure Artificial Intelligence Video 147

Xebia

FEBRUARY 1, 2024

LLM Fine-tuning NeurIPS 2023 featured a challenge to efficiently fine-tune open-source LLM models on public datasets. If you are considering fine-tuning LLMs, there are some things to consider: Infra, Data, Base Model, Training, Inference and Evaluation. To evaluate these models, the benchmarking tool HELM is used.

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Artificial Inteligence Training Open Source Storage 130

AWS Machine Learning - AI

APRIL 24, 2024

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. Other users provided scores and explained how they justify the LLM answers in their notes.

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Artificial Inteligence Engineering Performance Generative AI 102

CIO

NOVEMBER 29, 2022

In a bid to help enterprises offer better customer service and experience , Amazon Web Services (AWS) on Tuesday, at its annual re:Invent conference, said that it was adding new machine learning capabilities to its cloud-based contact center service, Amazon Connect. c (Sydney), and Europe (London).

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Machine Learning Artificial Inteligence AWS Software Review 266

CIO

JANUARY 24, 2024

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. Downsides: Not generative; model behavior can be a black box; results can be challenging to explain. Don’t use generative AI for a problem that classical machine learning has already solved.

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Artificial Inteligence Generative AI ChatGPT Machine Learning 238

CIO

APRIL 10, 2024

As part of the integration phase, Seekr is planning to use large-scale Gaudi 2 clusters with Intel’s Kubernetes Service to train its large language model (LLM) AI, and the company will add CPU and GPU compute capacity to develop and train trusted AI models for customers. There’s no doubt in my case.”

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Artificial Inteligence Cloud Hardware Training 296

Mentormate

DECEMBER 12, 2023

In a previous blog post, we introduced a five-phase framework to plan out Artificial Intelligence (AI) and Machine Learning (ML) initiatives. The Traditional Machine Learning Workflow Initiating a traditional ML project begins with collecting data.

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Artificial Inteligence Machine Learning Technical Review Development 52

John Snow Labs

DECEMBER 7, 2023

You can find OpenBookQA on Hugging Face , allowing researchers and enthusiasts to explore the intricate interplay of language and knowledge. OpenBookQA is one of the benchmark datasets within LangTest and has been meticulously restructured in a jsonl format, forming a critical component in LLM evaluations. actual_results.lower().strip()==expected_results.lower().strip()

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CIO

MARCH 15, 2024

The first leader of the fledgling Chief Digital and Artificial Intelligence Office [CDAO] in the US Department of Defense is leaving his post, but the Pentagon already has a successor lined up. Martell had previously served as head of machine learning at Lyft and as head of machine intelligence at Dropbox.

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Artificial Inteligence Artificial Intelligence Big Data Analytics 309

CIO

APRIL 12, 2024

prides itself in delivering “legendary” customer service, and it has turned to artificial intelligence to assist with that goal. The tech team uses AI machine learning operations (AI MLOps) and AI large language model operations (LLMOps) practices. Tractor Supply Co.

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Artificial Inteligence Retail Artificial Intelligence Knowledge Base 282

TechEmpower CTO

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

AWS Machine Learning - AI

MARCH 28, 2024

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. These datasets encompass a broad range of topics and domains.

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Artificial Inteligence Training Generative AI Machine Learning 90

Altexsoft

JUNE 16, 2022

Choosing the machine learning path when developing your software is half the success. Yes, it brings automation, so widely discussed machine intelligence, and other awesome perks. So, how would you measure the success of a machine learning model? Machine learning pipeline in a nutshell.

Machine Learning 91

Machine Learning Artificial Inteligence Metrics Performance 91

John Snow Labs

NOVEMBER 1, 2023

Gender-Occupational Stereotypes in LLMs Introduction In the realm of artificial intelligence and natural language processing, addressing bias and stereotypes is now a pressing concern. Language models, celebrated for their linguistic prowess, have faced scrutiny for perpetuating gender and occupational stereotypes.

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Artificial Inteligence Testing Software Review Artificial Intelligence 52

CIO

NOVEMBER 15, 2023

We’ve been working on large language models for years.” With one large language model (LLM), he says, “We indexed all of our go-to-market content and product documentation.” One reason we’re releasing early is because we’re ready,” says ServiceNow CIO Chris Bedi.

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TechEmpower CTO

NOVEMBER 13, 2023

This isn’t just our opinion - our startup metrics prove it! On a different project, we’d just used a Large Language Model (LLM) - in this case OpenAI’s GPT - to provide users with pre-filled text boxes, with content based on choices they’d previously made. Everyone struggles with empty text boxes.

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Generative AI Artificial Inteligence Real Estate Education 295

CIO

JULY 28, 2023

However, they leverage large language models (LLM) that deliver answers based on publicly available data from the entire internet. The power of GAI for your organization in real-world scenarios lies in bringing your proprietary data into your LLM. Artificial Intelligence

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CIO

APRIL 30, 2024

This feature provides users the ability to explore metrics with natural language. Tableau Pulse will then send insights for that metric directly to the executive’s preferred communications platform: Slack, email, mobile device, etc. Metrics Bootstrapping. Metric Goals.

Analytics 203

Analytics Artificial Inteligence Metrics Generative AI 203

AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. We then discuss how building on a secure foundation is essential for generative AI.

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Artificial Inteligence Generative AI Security Applications 115

Xebia

APRIL 26, 2023

Translating this nonlinguistic information into natural language and feeding it to LLMs through the prompt could greatly improve the user experience. For example, a user working on a spreadsheet can be assisted more effectively when the LLM is aware of which cells have been selected.

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CIO

MAY 8, 2024

As the world becomes increasingly reliant on technology and driven by data, the excitement about artificial intelligence (AI) solutions continues to skyrocket. The reality is that the Return on AI still depends on traditional metrics: cost savings and revenue generation. Artificial Intelligence, ROI and Metrics

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ChatGPT Artificial Intelligence Artificial Inteligence Metrics 275

Openxcell

MARCH 30, 2023

From human genome mapping to Big Data Analytics, Artificial Intelligence (AI),Machine Learning, Blockchain, Mobile digital Platforms (Digital Streets, towns and villages),Social Networks and Business, Virtual reality and so much more. What is Machine Learning? What is IoT or Internet of Things?

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Artificial Inteligence Machine Learning IoT Internet 98

CIO

OCTOBER 19, 2023

Power BI is Microsoft’s interactive data visualization and analytics tool for business intelligence (BI). With Power BI, you can pull data from almost any data source and create dashboards that track the metrics you care about the most. Power BI’s rich reports or dashboards can be embedded into reporting portals you already use.

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Artificial Inteligence Azure Machine Learning Metrics 312

Perficient

DECEMBER 13, 2023

The Essence of a Metric Store: A metric store is a centralized repository designed explicitly for managing metrics definitions and data. Sitting snugly between your upstream data warehouses and downstream business applications, this innovative layer fundamentally transforms how metrics are handled.

Metrics 52

Metrics Artificial Inteligence Artificial Intelligence Business Intelligence 52

Ooda Loop

MARCH 22, 2024

When it comes to the artificial intelligence that powers chatbots, China lags behind the United States. New research shows that China has by some metrics eclipsed the United States as the […] However, when it comes to producing the scientists behind a new generation of humanoid technologies, China is pulling ahead.

Metrics 69

Metrics Artificial Intelligence Artificial Inteligence Research 69

Netflix Tech

NOVEMBER 24, 2023

What if we could use machine learning and computer vision to support our creative team in this process? In other words, we can learn which attributes led to a title’s successful selection based on its artwork. Let’s first explore the workflow of the causal framework, as well as the data and success metrics that power it.

Machine Learning 80

Machine Learning Artificial Inteligence LAN Analysis 80

Netflix Tech

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. Case study: scaling match cutting using the media ML infra The Media Machine Learning Infrastructure is empowering various scenarios across Netflix, and some of them are described here.

Machine Learning 116

Machine Learning Artificial Inteligence Media Video 116

CIO

MAY 1, 2024

Gen AI takes us from single-use models of machine learning (ML) to AI tools that promise to be a platform with uses in many areas, but you still need to validate they’re appropriate for the problems you want solved, and that your users know how to use gen AI effectively. Now nearly half of code suggestions are accepted.

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CIO

FEBRUARY 21, 2024

One is knowledge of the emerging mega trends in technology — data, AI, and machine learning — and the other is understanding organizational culture needed to advance the technology goals and to inspire contributors,” he says. We developed a model to predict student outcomes based on metrics from historical evidence,” he says. “We

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Artificial Inteligence Education Artificial Intelligence Course 330

Netflix Tech

NOVEMBER 11, 2022

Many users across many platforms make for a uniquely large attack surface that includes content fraud, account fraud, and abuse of terms of service. Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. The features mainly belong to two distinct classes.

Machine Learning 124

Machine Learning Artificial Inteligence Metrics Training 124

CIO

APRIL 8, 2024

Computer vision, AI, and machine learning (ML) all now play a role. Jamie Capel-Davies, head of science and technical for ITF, says metrics don’t mean much if you can’t communicate them effectively in time to make use of them. Capel-Davies’ advice: Focus on communication.

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Sport Games Analytics Artificial Inteligence 267

Openxcell

APRIL 17, 2023

Artificial Intelligence is still playing a significant role in all fields of science, technology, and business. Artificial Intelligence is reshaping the social media landscape in ways we never imagined. What is Artificial Intelligence? Instagram utilizes Artificial Intelligence to recognize images.

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