O'Reilly on Data

JANUARY 17, 2019

In this episode of the Data Show , I spoke with Andrew Burt , chief privacy officer and legal engineer at Immuta , a company building data management tools tuned for data science. Continue reading How machine learning impacts information security.

Machine Learning 267

Machine Learning Big Data Data Science Risk 267

CIO Business Intelligence

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. Finally, in addition to security and flexibility, cost is a key factor.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

CIO Business Intelligence

MARCH 25, 2025

With these regulatory and legal requirements, policymakers want to protect society and thus create trust in new technologies. This is the only way for companies offering digital products, services and functions to be legally compliant in the long term at an early stage. How should these be marketed?

IT 95

IT Key Performance Indicator Risk Reporting 95

CIO Business Intelligence

NOVEMBER 6, 2024

This award-winning access management project uses automation to streamline access requests and curb security risks. Access management is crucial in the legal world because cases depend on financial records, medical records, emails, and other personal information. For its access management project, Relativity earned a 2024 CSO Award.

Management 97

Management Risk Measurement Interactive 97

O'Reilly on Data

SEPTEMBER 12, 2018

Preserving privacy and security in machine learning. Ben Lorica offers an overview of recent tools for building privacy-preserving and secure machine learning products and services. Watch " Preserving privacy and security in machine learning.". Watch " The future of data warehousing.". The power of Ethereum.

IoT 222

IoT Machine Learning Deep Learning Data Science 222

CIO Business Intelligence

OCTOBER 11, 2024

In recent years, there’ve been a number of smaller AI products geared toward the legal profession, but it wasn’t until gen AI caught on that Swedish law firm Setterwalls really saw the benefit. “We It’s important to have security in use, and that the technology feels like a natural element,” he says. That’s crucial for success.”

Uncertainty 126

Uncertainty Testing Technology Modeling 126

O'Reilly on Data

NOVEMBER 13, 2018

Privacy and security. Secure multi-party computation is another promising class of techniques used in this area. But you’ll also need to supplement your data and domain experts with with legal and security experts. This shouldn’t come as a shock: we already invest in desktop security, web security, and mobile security.

Machine Learning 277

Machine Learning Risk Management Statistics 277

CIO Business Intelligence

NOVEMBER 4, 2024

As a support technology, AI works on data that is dependable, proven, and secure,” says Langer. One of the things about disruption is that the legal sector is always so far behind. He also warns CIOs to be mindful that AI, currently a disruptive technology at the base of the S-curve, will eventually become commoditized.

Business Driver 111

Business Driver Advertising Data-driven Modeling 111

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. ML security audits.

Machine Learning 282

Machine Learning Modeling Testing Risk Management 282

O'Reilly on Data

NOVEMBER 28, 2023

Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing. The second most common reason was concern about legal issues, risk, and compliance (18% for nonusers, 20% for users). The legal consequences of using generative AI are still unknown. of users and 3.9%

Enterprise 342

Enterprise Testing Modeling Reporting 342

CIO Business Intelligence

MARCH 4, 2025

There is a pending concern about how to manage AI agents in the cloud, says Dave McCarthy, research vice president at IDC, noting that the expanding availability of AI agents from startups and established vendors will give CIOs asset management, security, and versioning challenges.

Management 119

Management IT Cost-Benefit Enterprise 119

CIO Business Intelligence

NOVEMBER 25, 2024

As part of a collaborative team that spans Mary Free Bed’s departments and functions, IT listens to and works with clinicians, the legal team, the compliance team, and others to provide exceptional patient care. Peoples views IT as an equal team member in providing critical healthcare services, on par with all others in reaching those goals.

Machine Learning 98

Machine Learning Technology Risk Marketing 98

O'Reilly on Data

OCTOBER 13, 2020

It’s worth noting that model durability and retraining can raise legal and policy issues. As such, an AI Product Manager’s responsibility here extends to releasing not only a usable product, but one that can be ethically and legally consumed. objective functions, major changes to hyperparameters, etc.)

Management 314

Management Machine Learning Metrics Modeling 314

CIO Business Intelligence

NOVEMBER 6, 2024

After all, with all the rich experience in leading technology implementations securely and effectively, they’re best placed to help their businesses embrace the benefits of digital innovation. Many factors, including governance, security, ethics, and funding, are important, and it’s hard to establish ground rules.

Forecasting 133

Forecasting Risk Technology Strategy 133

Smart Data Collective

JULY 7, 2022

This could help address some of the issues that have made it difficult for regulators to support legalization. AI Technology Could Help Make Bitcoin a Viable, Legal Currency with the Assistance of the IMF. Bitcoin has come a long way since it was first created in 2009, but its legal status is still uncertain in many parts of the world.

Cost-Benefit 126

Cost-Benefit Finance Risk Publishing 126

CIO Business Intelligence

JANUARY 30, 2025

These changes can expose businesses to risks and vulnerabilities such as security breaches, data privacy issues and harm to the companys reputation. It is the activities that cover planning, approvals, security, process, monitoring, remediation and of course auditing. It needs to be embedded in every AI project.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

CIO Business Intelligence

MARCH 19, 2025

We cant do that for security reasons, he says. Mitre has also tested dozens of commercial AI models in a secure Mitre-managed cloud environment with AWS Bedrock. The data is kept in a private cloud for security, and the LLM is internally hosted as well. Thats been positive and powerful.

Software 143

Software Risk Enterprise Cost-Benefit 143

CIO Business Intelligence

OCTOBER 24, 2023

But adding these new capabilities to your tech stack comes with a host of security risks. Understanding GenAI and security GenAI refers to the next evolution of AI technologies: ones that learn from massive amounts of data how to generate new code, text, and images from conversational interfaces.

Risk 126

Risk Recreation/Entertainment Data Collection Data Processing 126

David Menninger's Analyst Perspectives

SEPTEMBER 24, 2024

In our recent ISG Market Lens study on generative AI, 39% of participants cited data privacy and security among the biggest inhibitors to adopting AI. erroneous results), and an equal amount (32%) mentioned legal risk. Nearly a third (32%) identified performance and quality (e.g., Toxic content can be harmful or offensive.

Testing 173

Testing Modeling Enterprise Risk 173

CIO Business Intelligence

JUNE 27, 2024

The issue has become a concern for builders of generative AI models and the enterprises that use them, as some data sets used in AI training have legally and ethically uncertain origins. Dai suggested that AI security and governance leaders should align with business strategy and develop comprehensive risk mitigation frameworks.

Risk 128

Risk Measurement Risk Management Data-driven 128

O'Reilly on Data

MARCH 23, 2023

Still, I would want a human lawyer to review anything it produced; legal documents require precision. It’s also important to realize that any nontrivial legal proceedings involve human issues, and aren’t simply matters of proper paperwork and procedure. Any kind of customer-facing app will also have to think seriously about security.

IT 348

IT Modeling Testing Risk 348

CIO Business Intelligence

MARCH 5, 2025

We run some AI projects for our legal or HR teams, where they dont have as much scale and the users are willing to experiment, he says. IT leaders should look closely at how suppliers treat data privacy and security in general. For smaller projects, Lexmark asks if its worth experimenting with from a commercial perspective.

Testing 99

Testing Measurement Technology Experimentation 99

CIO Business Intelligence

MAY 6, 2025

There is a clear rise in phishing, and the malicious use of artificial intelligence (AI) is bypassing traditional security measures. From disrupted operations and regulatory non-compliance to legal fees and customer churn, the impact of falling prey to any cyberattack is significant. Traditional security models: Whats the risk?

Modeling 71

Modeling Cost-Benefit Risk Technology 71

CIO Business Intelligence

SEPTEMBER 12, 2024

Implement governance and security Addressing data quality can provide guardrails to then focus on governance and security strategies that ensure data is used appropriately, protected against breaches and compliant with regulations such as the General Data Protection Regulation (GDPR).

Unstructured Data 119

Unstructured Data Data Quality Structured Data Machine Learning 119

CIO Business Intelligence

NOVEMBER 4, 2024

Risk assessments revealed vulnerabilities and inefficiencies, guiding our strategy to optimize, consolidate, enhance security, and align with business goals. My involvement in Nutanix committees helped instill a culture of security, privacy, and responsible practices. So, what do I take from all of this?

Digital Transformation 88

Digital Transformation Strategy Optimization Technology 88

O'Reilly on Data

JULY 20, 2021

Security: Are we allowing all of the people using the device to do or see what they should and are we protecting the content from people that shouldn’t? What does my IT group require as far as security of work devices versus personal home devices? How does basic security maintenance happen inside a communal space?

Risk 335

Risk Software Interactive Modeling 335

Smart Data Collective

OCTOBER 8, 2023

Unraveling the intricacies of legal disputes in the fast food sector can be a formidable task. Harnessing the power of this technology can illuminate the path towards justice, bolstering the efforts of legal professionals. This article delves into the profound impact data analytics can have on fast food legal cases.

Data Analytics 125

Data Analytics Analytics Statistics Data Collection 125

CIO Business Intelligence

OCTOBER 1, 2024

Security and legal concerns hinder adoption. Mitigate risk and increase user confidence by adopting a secure, industry-compliant e-sign solution that ensures every signature is legally binding. Discover easy and secure e-sign workflows with Lumin Sign. [1]

Software 123

Software Finance Enterprise Risk 123

Domino Data Lab

AUGUST 6, 2021

Confidential data needs to be secure and cannot be misused. Another issue is a company’s own policies and legal contracts regarding the use of data. Domino’s MLOPs data science platform begins with enterprise-grade security and credential propagation to control model access and to protect valuable data.

Machine Learning 145

Machine Learning Modeling Testing Data Science 145

CIO Business Intelligence

OCTOBER 4, 2023

In fact, it is estimated that more than three (3) trillion PDFs – from confidential business strategies and insights to sales agreements to legal contracts – are shared every day worldwide. No matter what types of documents your business works with, securing those documents against adversarial attacks should be a top priority.

Software 126

Software Strategy Sales Enterprise 126

Smart Data Collective

DECEMBER 4, 2022

However, a Voluntary Administrator can also be appointed by an external party, such as a secured creditor or Liquidator. The editors of Harvard Law Review state that this can lead to legal issues, since customer data is at stake. The process is also more likely to involve a detailed legal strategy.

Big Data 131

Big Data Finance Insurance Machine Learning 131

CIO Business Intelligence

JULY 30, 2024

Gen AI can create personalized marketing materials, analyze customer data, and aid with content creation, says Stefan Chekanov, co-founder and CEO of Brosix, provider of a secure instant messenger tool. “In The goal is to alert security analysts to threats in real time, while the cybersecurity platform continually learns about new threats.

Insurance 144

Insurance Machine Learning Interactive Finance 144

O'Reilly on Data

MAY 21, 2019

Discussions of data ethics, privacy, and security have made data scientists aware of the importance of data lineage and provenance. The need to audit or reproduce ML pipelines is increasingly a legal and security issue. A catalog or a database that lists models, including when they were tested, trained, and deployed.

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

CIO Business Intelligence

JUNE 13, 2024

With SecureIT New York coming up on July 11, we asked event speaker Ryan O’Leary, Research Director of Privacy and Legal Technology at IDC, to discuss the ethics of generative AI. The company has been at the forefront of AI in the legal space and makes its principles clear as day. Read on for his thoughts.

Forecasting 137

Forecasting Risk Machine Learning Finance 137

O'Reilly on Data

JUNE 27, 2023

Your company’s Chief Information Security Officer (CISO) and Chief Risk Officer will certainly have ideas. As will your legal team. As your CISO will tell you, there’s no such thing as a “100% secure” system. And they can do so much more for you if they know about the chatbot long before it is released.

Risk Management 321

Risk Management Risk Management Modeling 321

CIO Business Intelligence

AUGUST 20, 2024

Effective training is not merely a line item expense — it’s an indispensable investment in the operational integrity and financial security of organizations. Moreover, a knowledgeable IT team can ensure that systems are kept up-to-date and secure against emerging threats, decreasing the likelihood of costly incidents.

Risk 122

Risk Reporting Strategy Management 122

CIO Business Intelligence

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98