CIO

DECEMBER 11, 2024

It could be used to improve the experience for individual users, for example, with smarter analysis of receipts, or help corporate clients by spotting instances of fraud. Take for example the simple job of reading a receipt and accurately classifying the expenses. Its possible to opt-out, but there are caveats.

Open Source 171

Open Source Artificial Inteligence Technical Review Software Review 171

CIO

NOVEMBER 8, 2024

Media outlets and entertainers have already filed several AI copyright cases in US courts, with plaintiffs accusing AI vendors of using their material to train AI models or copying their material in outputs, notes Jeffrey Gluck, a lawyer at IP-focused law firm Panitch Schwarze. How was the AI trained?

Software Review 200

Software Review Open Source Technical Review Artificial Inteligence 200

CIO

NOVEMBER 27, 2024

Lack of properly trained candidates is the main cause of delays, and for this reason, IT and digital directors in Italy work together with HR on talent strategies by focusing on training. We provide continuous training and have also introduced Learning Friday as a half-day dedicated to training,” says Perdomi.

Recruiting 189

Recruiting Training Artificial Intelligence Artificial Inteligence 189

CIO

NOVEMBER 7, 2024

For example, because they generally use pre-trained large language models (LLMs), most organizations aren’t spending exorbitant amounts on infrastructure and the cost of training the models. And although AI talent is expensive , the use of pre-trained models also makes high-priced data-science talent unnecessary.

Off-The-Shelf 198

Off-The-Shelf Generative AI Artificial Inteligence Training 198

CIO

JANUARY 14, 2025

The gap between emerging technological capabilities and workforce skills is widening, and traditional approaches such as hiring specialized professionals or offering occasional training are no longer sufficient as they often lack the scalability and adaptability needed for long-term success. Take cybersecurity, for example.

Technical Advisors 185

Technical Advisors Strategy Training Survey 185

CIO

FEBRUARY 4, 2025

In other cases, organizations skimp on training and consider a digitalization project complete at the point it is placed into production. Vendors, user departments, consultants, HR, and in some cases an internal training department are responsible for the rest. They say that its ITs job to put together data and systems.

Weak Development Team 181

Weak Development Team Education Training System 181

CIO

JANUARY 9, 2025

A striking example of this can already be seen in tools such as Adobe Photoshop. The extensive pre-trained knowledge of the LLMs enables them to effectively process and interpret even unstructured data. Take, for example, an app for recording and managing travel expenses. Lets look at some specific examples.

Artificial Inteligence 191

Artificial Inteligence Software Review Software Enterprise 191

CIO

MARCH 13, 2025

A great example of this is the semiconductor industry. Educating and training our team With generative AI, for example, its adoption has surged from 50% to 72% in the past year, according to research by McKinsey. Are they using our proprietary data to train their AI models? They place bets.

Company 185

Company Generative AI Insurance Education 185

CIO

NOVEMBER 27, 2024

But that’s exactly the kind of data you want to include when training an AI to give photography tips. Conversely, some of the other inappropriate advice found in Google searches might have been avoided if the origin of content from obviously satirical sites had been retained in the training set.

Data 211

Data Enterprise Weak Development Team Software Review 211

CIO

JANUARY 30, 2025

In particular, it is essential to map the artificial intelligence systems that are being used to see if they fall into those that are unacceptable or risky under the AI Act and to do training for staff on the ethical and safe use of AI, a requirement that will go into effect as early as February 2025.

Compliance 191

Compliance Artificial Inteligence Enterprise Artificial Intelligence 191

CIO

DECEMBER 31, 2024

Support communication can be handled in many ways, including training sessions, project updates, and in-person and virtual meetings. For a change management initiative to be embraced, the example must come from the top and trickle its way throughout the organization, Yammine states. You get what you measure, she says.

Change Management 209

Change Management Fractional CTO Strategy Culture 209

Let's Grow Leaders

OCTOBER 21, 2024

Today’s examples of workplace conflict can best be described as a complex cocktail of challenges: tired workers in an uncertain economy; a pandemic hangover of isolation and anxiety; rapid social and technological change; and exhausted managers doing the best they can– many of whom lack the training and resources to navigate this well.

Examples 93

Examples How To Innovation Technical Review 93

CIO

FEBRUARY 12, 2025

That correlates strongly with getting the right training, especially in terms of using gen AI appropriately for their own workflow. According to some fairly comprehensive research by Microsoft and LinkedIn, AI power users who say the tools save them 30 minutes a day are 37% more likely to say their company gave them tailored gen AI training.

Training 166

Training Policies Tools Insurance 166

CIO

MARCH 13, 2025

Training, communication, and change management are the real enablers. Managing change and transformation Paolo Sicca, group CIO of manufacturing company Industria Grafica Eurostampa, is an example of how his role is evolving. The entire project is accompanied by training on the methodology and the new cultural approach.

Change Management 175

Change Management Training Insurance Innovation 175

CIO

FEBRUARY 25, 2025

Once personal or sensitive data is used in prompts or incorporated into the training set of these models, recovering or removing it becomes a daunting task. This oversight blurs the lines between different types of datasuch as foundation model data, app training data, and user promptstreating them all as a single entity.

Generative AI 165

Generative AI Training Guidelines Data 165

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 177

Artificial Inteligence Artificial Intelligence Open Source Machine Learning 177

Xebia

MARCH 13, 2025

Unfortunately, the blog post only focuses on train-serve skew. Feature stores solve more than just train-serve skew. You may, for example, want to know what values it can take. In a naive setup features are (re-)computed each time you train a new model. Computing features with each training run can take hours.

Training 130

Training Machine Learning Artificial Inteligence Data 130

CIO

FEBRUARY 19, 2025

The use of synthetic data to train AI models is about to skyrocket, as organizations look to fill in gaps in their internal data, build specialized capabilities, and protect customer privacy, experts predict. Gartner, for example, projects that by 2028, 80% of data used by AIs will be synthetic, up from 20% in 2024.

Training 152

Training Artificial Inteligence Data Software Review 152

CIO

DECEMBER 18, 2024

In one example, BNY Mellon is deploying NVIDIAs DGX SuperPOD AI supercomputer to enable AI-enabled applications, including deposit forecasting, payment automation, predictive trade analytics, and end-of-day cash balances. GenAI is also helping to improve risk assessment via predictive analytics.

Innovation 157

Innovation Azure Banking Analytics 157

CIO

JANUARY 7, 2025

CIOs must also drive knowledge management, training, and change management programs to help employees adapt to AI-enabled workflows. For example, migrating workloads to the cloud doesnt always reduce costs and often requires some refactoring to improve scalability.

Technical Cofounder 215

Technical Cofounder Technical Review Weak Development Team Software Review 215

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 178

Tools Study Healthcare Research 178

CIO

APRIL 2, 2025

What are some examples of this strategy in action? To drive democratization, we follow ECTERS, which is educate, coach, train the trainer, empower, reinforce, and support, which helps nurture and embed internal AI talent. We also provide support through dedicated AI phone-a-friend peer communities and office hours.

Innovation 151

Innovation ChatGPT Education Coaching 151

CIO

OCTOBER 10, 2024

That encompasses a number of things: making sure we have the right skills and competencies for the roles we need to fill; tailoring learning and development for individual team members; creating opportunities for cross-training and cross-functional rotations, promotions, and career growth. I like my team because when I’m wrong, they tell me.

Data 192

Data Leadership Training Mobile 192

CIO

MAY 1, 2025

For example, Google claims its recently introduced Gemma 3 SLM can run on just one Nvidia GPU. The company announced it was developing fine-tuned models, pre-trained with industry-specific data for common business use cases with enterprise partners Bayer, Rockwell Automation, Siemens Digital Industries Software, and others.

Artificial Inteligence 167

Artificial Inteligence Airlines Healthcare Firewall 167

CIO

NOVEMBER 26, 2024

For example, some clients explore alternative funding models such as opex through cloud services (rather than traditional capital expensing), which spread costs over time. For example, a financial services firm adopted a zero trust security model to ensure that every access request is authenticated and authorized.

Weak Development Team 182

Weak Development Team Compliance Culture Budget 182

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. Take for example that task of keeping up with regulations.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

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

CIO

JANUARY 6, 2025

These are the people who write algorithms, choose training data, and determine how AI systems operate. For example, when I asked an AI tool to enhance a photo of myself a 50-year-old Haitian American Black man it rendered an image of a younger white male with blue eyes. Black professionals make up just 8.6%

ChatGPT 186

ChatGPT Artificial Intelligence Artificial Inteligence Government 186

AWS Machine Learning - AI

DECEMBER 24, 2024

Training large language models (LLMs) models has become a significant expense for businesses. PEFT is a set of techniques designed to adapt pre-trained LLMs to specific tasks while minimizing the number of parameters that need to be updated. You can also customize your distributed training.

AWS 106

AWS Artificial Inteligence Generative AI Training 106

CIO

OCTOBER 10, 2024

Training large AI models, for example, can consume vast computing power, leading to significant energy consumption and carbon emissions. Google’s DeepMind AI, for example, reduced the energy used to cool its data centers by 40%, highlighting the potential for AI to reduce energy consumption at scale.

Sustainability 185

Sustainability Innovation Blockchain Energy 185

Crunchbase News

NOVEMBER 13, 2024

Vertical-specific training data Does the startup have access to a large volume of proprietary, vertical-specific data to train its LLMs? For example, an AI copilot for customer service call centers will be enhanced if the AI model is trained on large amounts of existing customer interaction data.

Artificial Inteligence 133

Artificial Inteligence UI/UX Off-The-Shelf Generative AI 133

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. Tools and APIs – For example, when you need to teach Anthropic’s Claude 3 Haiku how to use your APIs well.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

CIO

MARCH 26, 2025

To regularly train models needed for use cases specific to their business, CIOs need to establish pipelines of AI-ready data, incorporating new methods for collecting, cleansing, and cataloguing enterprise information. Now with agentic AI, the need for quality data is growing faster than ever, giving more urgency to the existing trend.

CTO 193

CTO Data Infrastructure Artificial Inteligence 193

CIO

JANUARY 8, 2025

For example, organizations that build an AI solution using Open AI need to consider more than the AI service. For example, Mosaic recently created a data-heavy Mosaic GPT safety model for mining operations on Microsofts Bing platform, and is about to roll that out in a pilot. Adding vaults is needed to secure secrets. But should you?

Cloud 209

Cloud Technical Review Systems Review Budget 209

AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock provides two primary methods for preparing your training data: uploading JSONL files to Amazon S3 or using historical invocation logs. Tool specification format requirements For agent function calling distillation, Amazon Bedrock requires that tool specifications be provided as part of your training data.

Artificial Inteligence 112

Artificial Inteligence Generative AI AWS Training 112

CIO

NOVEMBER 28, 2024

Data labeling in particular is a growing market, as companies rely on humans to check out data used to train AI models. It is also an example of a company launching a new data-driven business capability and defining data as a product,” she said. This kind of business process outsourcing (BPO) isn’t new.

Data 180

Data Generative AI 3D Automotive 180

CIO

MARCH 11, 2025

For example, if youre developing a sales application for front-line tellers at a bank because you want them to pitch credit cards and CDs to customers when customers come in, you should also take into account that turnover rates for bank tellers are extremely high.

Applications 168

Applications Training Banking Metrics 168