Unite.AI

MAY 21, 2024

This oversight can lead to unauthorized access, data disclosure, or even remote code execution, amplifying the risk of security breaches. Ensuring that AI development adheres to ethical guidelines helps prevent misuse and promotes trust in AI systems. Finally, ethical considerations are also integral to future strategies.

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AI Developer AI Development Software Development Large Language Models 147

Unite.AI

FEBRUARY 5, 2024

California Governor Gavin Newsom just signed two major climate disclosure laws that would require private companies to report their carbon emissions and energy usage annually, setting the tone for more oversight to come. So, while AI has the power to optimize energy usage, the power required to do it might negate any positive impact.

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AI AI Automation Artificial Intelligence 208

Unite.AI

SEPTEMBER 7, 2023

Solution Establishing predefined guidelines for prompt usage and refining prompt engineering techniques can help curtail this LLM vulnerability. Proper error handling is essential to prevent inadvertent disclosure of information that could aid threat actors.

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LLM Large Language Models Prompt Engineer Prompt Engineering 173

Unite.AI

NOVEMBER 24, 2023

Prompt: “Draft a basic outline for a [type of legal document, e.g., non-disclosure agreement, terms of service] for a startup in the [specific industry].” Prompt: “Develop key elements of brand identity for a startup in [specific industry], including brand voice, visual style guidelines, and core messaging.”

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ChatGPT Data Analysis Prompt Engineer Prompt Engineering 312

Allen AI

JULY 27, 2023

Among other advantages, a license allows ethical guidelines to be operationalized in the release and adoption of new AI technologies (see e.g., Contractor & Muñoz Ferrandis (2022) ). To incentivize public reporting, we also built in a safe harbor liability exemption for the information included in these good-faith public disclosures.

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Responsible AI AI AI AI Developer 52

Unite.AI

NOVEMBER 19, 2023

Prompt : “Draft a basic outline for a [type of legal document, e.g., non-disclosure agreement, terms of service] for a startup in the [specific industry].” Prompt : “Develop key elements of brand identity for a startup in [specific industry], including brand voice, visual style guidelines, and core messaging.”

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ChatGPT Prompt Engineer Prompt Engineering Data Analysis 299

Towards AI

OCTOBER 7, 2023

This is where AI Governance steps in, offering guidelines to reconcile the competing priorities of performance and ethics. Auditability AI systems should allow interested third parties to probe, understand, and review the behaviour of the algorithm through the disclosure of information that enables monitoring, checking, or criticism.

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AI AI Explainability Algorithm 62

AWS Machine Learning Blog

MAY 9, 2024

This includes guiding practitioners to define the CoE mission, forming a leadership team, integrating ethical guidelines, qualification and prioritization of use cases, upskilling of teams, implementing governance, creating infrastructure, embedding security, and enabling operational excellence.

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ML Generative AI AI AI 107

O'Reilly Media

APRIL 23, 2024

Why is it that Google, a company once known for its distinctive “Do no evil” guideline, is now facing the same charges of “surveillance capitalism” as Facebook, a company that never made such claims? AI safety and governance will be impossible without robust and consistent institutions for disclosure and auditing.

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BERT Algorithm AI AI 106

IBM Journey to AI blog

JUNE 23, 2023

AI analyzes financial statements, notes, disclosures and other and applicable data, then translates and interprets the data to provide context-rich answers to your questions. Figure 3 highlights ancillary benefits that conversational AI technology provides.

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Generative AI AI AI AI Strategy 155

IBM Journey to AI blog

FEBRUARY 15, 2024

Now, it’s become common practice for companies to file a report with the Task Force on Climate-related Financial Disclosures (TCFD) outlining the ESG initiatives that will be put in place in the short-, medium- and long-term. Both aim to provide guidance on the disclosure of sustainability and ESG information.

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ESG 203

IBM Journey to AI blog

JULY 6, 2023

These new reporting standards represent an evolution from the voluntary guidelines first issued in 2009 by India’s Ministry of Corporate Affairs, which were further refined in the Business Responsibility Report (BRR) of 2012. What are the three main disclosure areas under the BRSR?

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ESG Explainability Automation 133

Pickl AI

OCTOBER 17, 2023

Best Practices and Tips Tips for maximizing the benefits of ChatGPT in Data Science Use the following guidelines when integrating ChatGPT into your Data Science workflow: Set Specific Goals: Begin by having a clear idea of what your Data Science work involves. Clearly define your objectives and the insights you are looking for.

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Data Scientist Machine Learning ChatGPT Data Analysis 52

John Snow Labs

JUNE 1, 2023

The privacy regulations require that covered entities (such as healthcare providers, health plans, and healthcare clearinghouses) implement reasonable and appropriate administrative, physical, and technical safeguards to protect the confidentiality, integrity, and availability of PHI, and to limit its use and disclosure. family members).

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NLP Natural Language Processing Metadata Algorithm 52

Topbots

FEBRUARY 19, 2024

These risks often stem from overreliance on the LLM’s outputs, unintentional disclosure of sensitive information, insecure handling of outputs, and providing excessive agency to the model. Even without malicious inputs, LLM applications can inadvertently produce harmful outputs, leading to safety vulnerabilities.

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LLM Natural Language Processing Automation Data Ingestion 64

OpenAI

FEBRUARY 16, 2023

Then, we “ fine-tune ” these models on a more narrow dataset that we carefully generate with human reviewers who follow guidelines that we provide them. Instead, we outline a few categories in the guidelines that our reviewers use to review and rate possible model outputs for a range of example inputs.

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ChatGPT AI AI Neural Network 98

AWS Machine Learning Blog

APRIL 22, 2024

Consider the following guidelines: Implement real-time monitoring – Set up monitoring systems to track generative AI performance against sustainability benchmarks, focusing on efficiency and environmental impact. This balance must account for the assessment of risk in terms of several factors such as quality, disclosures, or reporting.

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Generative AI ESG AI AI 113

IBM Journey to AI blog

OCTOBER 16, 2023

In addition, certain countries have privacy laws that restrict the disclosure of personal data to third parties. Regular audits ensure ongoing adherence to these guidelines, so make it part of the governance framework.

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Categorization Explainability 173

Mlearning.ai

SEPTEMBER 4, 2023

Bloomberg used a guideline called the Chinchilla scaling principles to decide on the smallest viable model for their goals. Turbo was initialized in 2021), a summary of copyrighted data used to train the model, disclosure of the model size, computing power, training time or energy consumption making compliance using this model difficult. [13]

Generative AI 52

Generative AI Large Language Models AI AI 52

The MLOps Blog

DECEMBER 7, 2022

While we can’t show the architecture diagram for disclosure reasons, what this pipeline does is: Take the raw data and perform some feature engineering in order to get a common metric known as OHLC (open-high-low-close).

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ML ETL Data Scientist Automation 52

John Snow Labs

JULY 19, 2023

Regular updates keep the models aligned with the latest research papers, clinical trials, guidelines, and terminologies, ensuring they remain up to date for production applications. They are engineered to run on commodity hardware, enabling faster and more cost-effective scaling.

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LLM OpenAI Large Language Models NLP 98