AssemblyAI

APRIL 15, 2024

PII redaction : Detect and remove (or mask) Personally Identifiable Information from transcripts to protect privacy and comply with data protection regulations. These systems can be designed to comply with international standards and regulations (such as GDPR and HIPAA).

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

John Snow Labs

MAY 21, 2024

Healthcare Tools Deidentification/Obfuscation of PHI : Automatically detects and masks or obfuscates protected health information (PHI) from medical text to ensure privacy and compliance with data protection regulations. Users can specify to de-identify or obfuscate the medical text based on their requirements.

NLP 52

NLP Chatbots Natural Language Processing Data Analysis 52

IBM Journey to AI blog

APRIL 21, 2023

CSRD will be mandatory for all large European companies and companies listed on the EU regulated markets, including EU subsidiaries of non-EU parent companies. CSRD is mandatory for all large European companies and those listed on the EU-regulated markets, including EU subsidiaries of non-EU parent companies.

ESG 109

ESG Explainability Automation AI 109

Unite.AI

JANUARY 9, 2024

Record metadata like licenses, tags, creators, etc. Stricter training data regulations may also be warranted as generative models continue proliferating. Develop rigorous data documentation and provenance tracking procedures. Implement plagiarism detection tools to flag high-risk content before release.

Generative AI 182

Generative AI AI Modeling Neural Network AI 182

AWS Machine Learning Blog

NOVEMBER 1, 2023

Finding and redacting PII is essential to safeguarding privacy, ensuring data security, complying with laws and regulations, and maintaining trust with customers and stakeholders. Logikcull uses this confidence score to assign the tag PII Detected to the documents.

Software Engineer 82

Software Engineer Metadata Machine Learning Natural Language Processing 82

IBM Journey to AI blog

JULY 13, 2023

This is the practice of creating, updating and consistently enforcing the processes, rules and standards that prevent errors, data loss, data corruption, mishandling of sensitive or regulated data, and data breaches. Data quality Data quality is essentially the measure of data integrity.

Data Quality 158

Data Quality Data Integration Metadata Automation 158

AWS Machine Learning Blog

MARCH 25, 2024

In other cases, audio content processed by Amazon Transcribe may contain sensitive data that needs to be protected to comply with local laws and regulations. Best Practice 5 – Use tag-based access control. You can use tags to control access within your AWS accounts. Best Practice 6 – Use AWS monitoring tools.

Natural Language Processing 76

Natural Language Processing Machine Learning NLP Algorithm 76

IBM Journey to AI blog

JANUARY 24, 2024

Regulated cloud costs Too often, organizations overprovision resources in case there’s a spike in demand to make sure their applications perform. In planning, Turbonomic software takes the efficiencies of different hardware and depreciation schedules into account, plugging in tags to indicate when leases expire.

Auto-complete 153

Auto-complete Automation Generative AI AI 153

IBM Journey to AI blog

DECEMBER 19, 2023

Post-development (last-mile) wait time before go-live is easily 6–8 weeks or more due to: Manual evidence collection to get through security and compliance reviews beyond standard SAST/SCA/DAST (such as security configuration, day 2 controls, tagging and more).

DevOps 163

DevOps Automation Software Development 163

IBM Journey to AI blog

JANUARY 17, 2023

In this way it helps avoid human error and tags data so that policy enforcement can be achieved at the point of access rather than individual repositories. AI initiatives require governance, compliance with corporate and ethical principles, laws and regulations. However, successful AI is not guaranteed and does not always come easy.

Data Integration 141

Data Integration Data Science Automation Metadata 141

How to Learn Machine Learning

APRIL 23, 2023

Government Regulation and Industry Collaboration The government plays a crucial role in regulating the use of and ethics of AI in business and ensuring that these technologies are used in an ethical manner. Hence, government regulation and industry collaboration play a crucial role in shaping the ethical use of AI in business.

Responsible AI 52

Responsible AI Artificial Intelligence Artificial Intelligence AI 52

IBM Journey to AI blog

AUGUST 8, 2023

Asset tracking: Use asset tracking technologies, such as barcodes or RFID tags, to monitor asset movement and location. Regulatory compliance : Ensure compliance with relevant regulations and standards for asset management in your industry. Efficient work order management ensures timely repairs and reduces downtime.

Automation 126

Automation Artificial Intelligence Artificial Intelligence AI 126

AWS Machine Learning Blog

SEPTEMBER 28, 2023

Regulated and compliance-oriented industries, such as financial services, healthcare and life sciences, and government institutes, face unique challenges in ensuring the secure and responsible consumption of these models. For example, logs can be separated per model vendor and geo.

Generative AI 91

Generative AI Metadata AI AI 91

Pragnakalp

FEBRUARY 16, 2024

However, it’s important to use such automation responsibly and ensure compliance with website terms of service and legal regulations regarding web scraping. You can install it using the following command.

Robotics 52

Robotics Automation NLP Chatbots 52

LevelAI

FEBRUARY 23, 2024

Our platform is designed to be as dynamic as the AI landscape itself—prepared to adapt to new regulations and guidelines, ensuring compliance, and maintaining the trust of our customers and their clients. Read more about our Security practices here. Data Privacy at Our Core Privacy is not merely a policy ; it’s our priority.

Responsible AI 52

Responsible AI AI AI Artificial Intelligence 52

IBM Journey to AI blog

AUGUST 3, 2023

The results of the analytics are processed through the Guardium Insights risk-scoring engine and tagged with a high-, medium- or low-risk score based on the type of anomaly uncovered. Users can investigate issues by viewing granular data related to IP address, time, activity, confidence scores related to the analytics and more.

Natural Language Processing 143

Natural Language Processing Data Discovery Automation Big Data 143

Flipboard

DECEMBER 6, 2023

Financial markets is a regulated industry with high stakes involved. The XML tags were used to frame the instructions, additional hints, database schema, additional table explanations, and example rows. """Human: You are a SQL expert. You are tasked to generate a SQL statement from the instruction provided.

Chatbots 130

Chatbots LLM Prompt Engineer Prompt Engineering 130

AI Impacts

JULY 20, 2023

Ultimately, our list of statements may serve as a helpful foundation for efforts to develop best practices, standards, and regulations for AGI labs. Maheen Shermohammed has conducted a quantitative analysis ( full report ) of all the interview transcripts, which were laboriously tagged by Zi Cheng (Sam) Huang.

AI Strategy 100

AI Strategy AI AI Neural Network 100

AWS Machine Learning Blog

JULY 25, 2023

Organizations operating in heavily regulated spaces like global financial services and healthcare and life sciences have auditory and compliance requirements to run their environment in their VPCs. Expand the Deployment Configuration section to change the hosting instance and endpoint name , or add any additional tags.

Generative AI 76

Generative AI Python AI AI 76

IBM Journey to AI blog

FEBRUARY 14, 2024

Clarify computer vision AI-powered computer vision enables image segmentation , which has a wide variety of use cases, including aiding diagnosis in medical imaging, automating locomotion for robotics and self-driving cars, identifying objects of interest in satellite images and photo tagging in social media.

Computer Vision 208

Computer Vision Automation Robotics AI 208

AWS Machine Learning Blog

MARCH 12, 2024

If the receiving party mishandles the data, it could violate privacy regulations, resulting in legal risks. Specify any tags and who is paying for queries. Sharing this data to another party can be time consuming and increase the risk of potential data breaches or unauthorized access. Choose Next.

Metadata 93

Metadata 93

AWS Machine Learning Blog

AUGUST 23, 2023

Enabling developer skills to undergo a reboot Most developers must undergo at least 4 months of training before being tagged to projects. Coding will now move closer to the business, automatically incorporating security guardrails and mandatory regulations into software applications as they are written, all at scale.

Software Engineer 72

Software Engineer Generative AI Prompt Engineer Prompt Engineering 72

AWS Machine Learning Blog

JANUARY 13, 2023

Because they’re in a highly regulated domain, HCLS partners and customers seek privacy-preserving mechanisms to manage and analyze large-scale, distributed, and sensitive data. For Peering connection name tag , you can optionally name your VPC peering connection.Doing so creates a tag with a key of the name and a value that you specify.

Machine Learning 68

Machine Learning ML Categorization Deep Learning 68

Topbots

JULY 7, 2023

This new option can be seen as a step towards the EU General Data Protection Regulation (GDPR). Companies allowing their users to ask for their personal data make them comply with the aforementioned GDPR regulation. I personally think that new regulations should also enforce a readable format of the data.

ChatGPT 52

ChatGPT Metadata OpenAI Large Language Models 52

NVIDIA

JULY 13, 2023

To meet growing data needs across aging infrastructure and new government compliance regulations, energy operators are looking to generative AI. Generative AI for Energy In the energy industry , AI is powering predictive maintenance and asset optimization, smart grid management, renewable energy forecasting, grid security and more.

Generative AI 98

Generative AI AI AI Natural Language Processing 98

Pickl AI

OCTOBER 18, 2023

Regulatory Compliance Many industries are subject to stringent data protection regulations. Data Governance – AI-based classification and tagging of data to enforce data governance policies. Accurate customer profiles and behavioral data enable personalized experiences and targeted marketing efforts.

Data Quality 52

Data Quality ML Natural Language Processing Machine Learning 52

Pickl AI

JUNE 23, 2023

Data Annotation In many AI applications, data annotation is necessary to label or tag the data with relevant information. This involves cleaning the data, removing noise and inconsistencies, handling missing values, and transforming it into a suitable format for AI algorithms.

Continuous Learning 52

Continuous Learning Data Quality AI AI 52

AWS Machine Learning Blog

OCTOBER 20, 2023

Although this framework can provide benefits to all customers, it’s most beneficial for large, mature, regulated, or global enterprises customers that want to scale their ML strategies in a controlled, compliant, and coordinated approach across the organization. It also provides guidance for generating cost and usage reports for ML use cases.

ML 95

ML Data Scientist ML Engineer Data Science 95

The MLOps Blog

DECEMBER 7, 2022

Back in the day, the main pain points were: 1 The architecture deployment wasn’t clearly tagged, and there were parts that heavily relied on manual executions. Here’s a funny one, very typical of this industry: dodging certain regulations. 3 The SQS queues were messy to maintain.

ML 52

ML ETL Data Scientist Automation 52

DataRobot Blog

FEBRUARY 15, 2023

In addition, it’s essential that models comply with regulations and treat customers fairly, making it more important than ever to monitor models in production. When you have messy data coming from all over the place, you need a powerful AI platform in order to move forward and implement your AI.

Data Scientist 52

Data Scientist Data Drift Automation AI 52

Pickl AI

AUGUST 1, 2023

Additionally, it may include converting text to lowercase, handling encoding issues, and removing HTML tags if applicable. Hence, it is important to adhere to data protection regulations and ensure proper anonymization or aggregation of personal information. Are there any privacy concerns associated with text mining?

Data Analysis 52

Data Analysis Python Categorization Data Mining 52

Unite.AI

JUNE 15, 2023

Well, we also Triage, which is the name of our second product, route issues, tag them, make sure they get to the right agent in the right channel, the right time, so you can deploy that. But then that automation only handles 50% of issues, so to speak. And so, what about the issues that still need to go to a human?

Large Language Models 246

Large Language Models Generative AI Chatbots Auto-complete 246

deepsense.ai

MARCH 28, 2024

You can use the knowledge about the format to come up with a better hierarchy of separators – for example, using the html tags. You can use some additional metadata with your chunks, such as tags, that can be used to perform initial filtering. You can use the alpha parameter to regulate dense/sparse search importance.

Chatbots 52

Chatbots LLM Metadata OpenAI 52

John Snow Labs

JULY 19, 2023

Despite the higher price tag, the versatility, advanced capabilities, and unique features of Claude Instant and Claude-v1 demonstrate their value proposition in the rapidly evolving LLM landscape. However, the company sets itself apart by striving to become a “sovereign EU-based compute infrastructure” for Europe’s private and public sectors.

LLM 98

LLM OpenAI Large Language Models NLP 98

Mlearning.ai

SEPTEMBER 4, 2023

The possibility of privacy breaches is particularly important for businesses in regulated industries or jurisdictions with strong data protection laws (e.g., CA, NY, and MA).[1] 1] API: API access is available for easy and fast development. It was just a few months ago that a bug in ChatGPT revealed data from other users.[7]

Generative AI 52

Generative AI Large Language Models AI AI 52

The MLOps Blog

MARCH 20, 2023

To encourage collaboration by leveraging tools such as DVC and platforms with collaborative features such as tagging team members, updating audits, and commenting will improve the synergy between various roles within the team and teams across the organization.

ML 59

ML Data Drift Machine Learning Algorithm 59

ODSC - Open Data Science

FEBRUARY 14, 2023

The database would need to have strong security features, such as encryption at rest and in transit, to protect sensitive data and ensure compliance with privacy regulations. Lastly, OpenAI has plans to embed cryptographic tags into ChatGPT’s output in order to watermark the generated text.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124