CIO

NOVEMBER 7, 2024

TIAA has launched a generative AI implementation, internally referred to as “Research Buddy,” that pulls together relevant facts and insights from publicly available documents for Nuveen, TIAA’s asset management arm, on an as-needed basis. When the research analysts want the research, that’s when the AI gets activated.

Off-The-Shelf 199

Off-The-Shelf Generative AI Artificial Inteligence Training 199

CIO

MARCH 11, 2025

There are two main approaches: Reference-based metrics: These metrics compare the generated response of a model with an ideal reference text. A classic example is BLEU, which measures how closely the word sequences in the generated response match those of the reference text. with Climate change is caused by CO emissions.

Artificial Inteligence 187

Artificial Inteligence How To Metrics Software Review 187

TechCrunch

AUGUST 8, 2023

The recent terms & conditions controversy sequence goes like this: A clause added to Zoom’s legalese back in March 2023 grabbed attention on Monday after a post on Hacker News claimed it allowed the company to use customer data to train AI models “with no opt out” Cue outrage on social media.

Training 246

Training Data Generative AI Meeting 246

CIO

OCTOBER 28, 2024

In these cases, the AI sometimes fabricated unrelated phrases, such as “Thank you for watching!” — likely due to its training on a large dataset of YouTube videos. In more concerning instances, it invented fictional medications like “hyperactivated antibiotics” and even injected racial commentary into transcripts, AP reported.

Tools 179

Tools Study Healthcare Research 179

CIO

DECEMBER 11, 2024

The main commercial model, from OpenAI, was quicker and easier to deploy and more accurate right out of the box, but the open source alternatives offered security, flexibility, lower costs, and, with additional training, even better accuracy. Another benefit is that with open source, Emburse can do additional model training.

Open Source 172

Open Source Artificial Inteligence Technical Review Software Review 172

CIO

NOVEMBER 1, 2024

With those tools involved, users can build new AI models on relatively low-powered machines, saving heavy-duty units for the compute-intensive process of model training. Deploying AI Many modern AI systems are capable of leveraging machine-to-machine connections to automate data ingestion and initiate responsive activity.

Artificial Inteligence 179

Artificial Inteligence Artificial Intelligence Open Source Machine Learning 179

CIO

DECEMBER 30, 2024

Plus, they can be more easily trained on a companys own data, so Upwork is starting to embrace this shift, training its own small language models on more than 20 years of interactions and behaviors on its platform. In these uses case, we have enough reference implementations to point to and say, Theres value to be had here.'

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

CIO

JANUARY 1, 2025

Referring to the latest figures from the National Institute of Statistics, Abril highlights thatin the last five years, technological investment within the sector has grown more than 40%. We train and equip our teams with the necessary tools to integrate technology into their daily work, fostering constant and natural innovation.

Innovation 173

Innovation Strategy Tourism Travel 173

CIO

MARCH 18, 2025

The company has post-trained its new Llama Nemotron family of reasoning models to improve multistep math, coding, reasoning, and complex decision-making. Post-training is a set of processes and techniques for refining and optimizing a machine learning model after its initial training on a dataset.

Artificial Inteligence 139

Artificial Inteligence Microservices Data Center Azure 139

AWS Machine Learning - AI

APRIL 10, 2025

Demystifying RAG and model customization RAG is a technique to enhance the capability of pre-trained models by allowing the model access to external domain-specific data sources. Unlike fine-tuning, in RAG, the model doesnt undergo any training and the model weights arent updated to learn the domain knowledge.

Case Study 122

Case Study Artificial Inteligence Study Generative AI 122

CIO

DECEMBER 3, 2024

Samsung, in particular, is in a bind as it has struggled to gain a foothold in AI and now has to give up one of its largest markets in China,” said Park, referring to the significant share of Samsung’s HBM chip sales generated in the Chinese market.

Tools 182

Tools Research Technology Industry 182

TechCrunch

JULY 7, 2021

They have a lot more unknowns: availability of right datasets, model training to meet required accuracy threshold, fairness and robustness of recommendations in production, and many more. Right quality refers to the fact that the data samples are an accurate reflection of the phenomenon we are trying to model? This is not always true.

Weak Development Team 339

Weak Development Team Artificial Inteligence Guidelines Machine Learning 339

AWS Machine Learning - AI

APRIL 9, 2025

Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers. The user prompt is then routed to the LLM associated with the task category of the reference prompt that has the closest match.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128

John Snow Labs

APRIL 29, 2025

What was once a preparatory task for training AI is now a core part of a continuous feedback and improvement cycle. Training compact, domain-specialized models that outperform general-purpose LLMs in areas like healthcare, legal, finance, and beyond. Todays annotation tools are no longer just for labeling datasets.

Artificial Inteligence 52

Artificial Inteligence Training Tools Generative AI 52

Xebia

MARCH 13, 2025

Unfortunately, the blog post only focuses on train-serve skew. Feature stores solve more than just train-serve skew. In a naive setup features are (re-)computed each time you train a new model. This lets your teams train models without repeating data preparation steps each time. You train a model with these features.

Training 130

Training Machine Learning Artificial Inteligence Data 130

CIO

NOVEMBER 22, 2024

Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. “What’s Next for GenAI in Business” panel at last week’s Big.AI@MIT

Airlines 204

Airlines LAN Generative AI Travel 204

CIO

OCTOBER 30, 2024

In our strategic plan, instead of referring to it as shadow IT, we added something called client technologist enablement,” he says. However, before that can go into production, the AI has to be trained not only to quote policy, but to also respond in a tone that respects sensitivities in different parts of the world.

Strategy 185

Strategy Fractional CTO Weak Development Team Strategic Planning 185

AWS Machine Learning - AI

MARCH 3, 2025

Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others. Its a familiar NeMo-style launcher with which you can choose a recipe and run it on your infrastructure of choice (SageMaker HyperPod or training). recipes=recipe-name.

Artificial Inteligence 94

Artificial Inteligence Generative AI AWS Training 94

CIO

DECEMBER 4, 2024

And to ensure a strong bench of leaders, Neudesic makes a conscious effort to identify high performers and give them hands-on leadership training through coaching and by exposing them to cross-functional teams and projects. “But for practical learning of the same technologies, we rely on the internal learning academy we’ve established.”

Recruiting 202

Recruiting Artificial Inteligence Programming Technology 202

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. The TAT-QA dataset has been divided into train (28,832 rows), dev (3,632 rows), and test (3,572 rows).

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

AWS Machine Learning - AI

APRIL 30, 2025

We recommend referring to the Submit a model distillation job in Amazon Bedrock in the official AWS documentation for the most up-to-date and comprehensive information. Amazon Bedrock provides two primary methods for preparing your training data: uploading JSONL files to Amazon S3 or using historical invocation logs.

Artificial Inteligence 112

Artificial Inteligence Generative AI AWS Training 112

CIO

APRIL 15, 2025

Its little wonder then that some CIOs refer to these tech giants both as gems and prima donnas sometimes in the same sentence. I went to upper management and recommended we retain a consultant for the core system so that junior staff could be trained, but management was afraid to risk losing her. They loved it.

Disaster Recovery 97

Disaster Recovery Training Backup Recruiting 97

AWS Machine Learning - AI

APRIL 16, 2025

LoRA is a technique for efficiently adapting large pre-trained language models to new tasks or domains by introducing small trainable weight matrices, called adapters, within each linear layer of the pre-trained model. For the full list of available kernels, refer to available Amazon SageMaker kernels.

Artificial Inteligence 97

Artificial Inteligence Generative AI AWS Storage 97

AWS Machine Learning - AI

NOVEMBER 6, 2024

These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks. However, training and deploying such models from scratch is a complex and resource-intensive process, often requiring specialized expertise and significant computational resources.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

TechCrunch

JANUARY 19, 2022

rail network accounts for 28% of all freight movement , but most of that is bulk movement activity — large trains that move primary resources like coal and lumber. “When that becomes a problem is when you’re figuring out where to park that big train, and the answer is, not many places.” In the U.S.,

Engineering 305

Engineering Transportation Technical Review Systems Review 305

CIO

NOVEMBER 11, 2024

So that this data can be consumed by the railways to ensure there should not be a failure while that train is running,” says Kakkar, who recognizes that implementing AI and ML goes well beyond the technological underpinnings. Kakkar says that they created complete mapping access for everyone’s reference. “We

Construction 165

Construction USP IoT Artificial Inteligence 165

CIO

JANUARY 3, 2025

A significant share of organizations say to effectively develop and implement AIOps, they need additional skills, including: 45% AI development 44% security management 42% data engineering 42% AI model training 41% data science AI and data science skills are extremely valuable today.

Organization 158

Organization Artificial Inteligence Artificial Intelligence DevOps 158

CIO

NOVEMBER 7, 2024

To this end, we’ve instituted an executive education program, complemented by extensive training initiatives organization-wide, to deepen our understanding of data. This team addresses potential risks, manages AI across the company, provides guidance, implements necessary training, and keeps abreast of emerging regulatory changes.

Artificial Inteligence 180

Artificial Inteligence Development Generative AI Artificial Intelligence 180

CIO

JANUARY 9, 2025

They struggle with ensuring consistency, accuracy, and relevance in their product information, which is critical for delivering exceptional shopping experiences, training reliable AI models, and building trust with their customers. Since then, its online customer return rate dropped from 10% to 1.6%

Retail 158

Retail Data eCommerce B2B 158

AWS Machine Learning - AI

MAY 1, 2025

Refer to Supported models and Regions for fine-tuning and continued pre-training for updates on Regional availability and quotas. The required training dataset (and optional validation dataset) prepared and stored in Amazon Simple Storage Service (Amazon S3). As of writing this post, Meta Llama 3.2

Generative AI 77

Generative AI AWS Artificial Inteligence Training 77

TechCrunch

MAY 16, 2023

As Gilligan describes it, Somethings is a youth-specific wellness platform that connects teenagers with trained mentors between the ages of 19 and 26 for asynchronous help. Mentors must first apply, complete a background check and complete two intensive training modules. The product itself is fairly straightforward.

Healthcare 287

Healthcare Training Journal Infrastructure 287

O'Reilly Media - Ideas

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. See the primary sources “ REALM: Retrieval-Augmented Language Model Pre-Training ” by Kelvin Guu, et al., at Facebook—both from 2020.

Artificial Inteligence 128

Artificial Inteligence Construction Open Source Training 128

AWS Machine Learning - AI

MARCH 26, 2025

Its improved architecture, based on the Multimodal Diffusion Transformer (MMDiT), combines multiple pre-trained text encoders for enhanced text understanding and uses QK-normalization to improve training stability. Finally, use the generated images as reference material for 3D artists to create fully realized game environments.

Generative AI 112

Generative AI Games Development AWS 112

AWS Machine Learning - AI

NOVEMBER 12, 2024

You may check out additional reference notebooks on aws-samples for how to use Meta’s Llama models hosted on Amazon Bedrock. To answer questions that require more complex analysis of the data with industry-specific context the model would need more information than relying solely on its pre-trained knowledge.

Generative AI 114

Generative AI Artificial Inteligence Industry Analysis 114

Netflix Tech

MARCH 28, 2025

Refer to our recent overview for more details). Furthermore, it was difficult to transfer innovations from one model to another, given that most are independently trained despite using common data sources. Yet, many are confined to a brief temporal window due to constraints in serving latency or training costs.

Artificial Inteligence 84

Artificial Inteligence Systems Review Training Windows 84

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

Artificial Inteligence 103

Artificial Inteligence AWS Machine Learning Load Balancer 103

AWS Machine Learning - AI

NOVEMBER 21, 2024

As large language models (LLMs) increasingly integrate more multimedia capabilities, human feedback becomes even more critical in training them to generate rich, multi-modal content that aligns with human quality standards. The path to creating effective AI models for audio and video generation presents several distinct challenges.

Video 100

Video Lambda AWS Generative AI 100