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26 Prompting Principles to Improve LLM Performance

Analytics Vidhya

JANUARY 5, 2024

In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance. How […] The post 26 Prompting Principles to Improve LLM Performance appeared first on Analytics Vidhya.

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Association of Computing Machinery Issues Principles for Generative AI Technologies

insideBIGDATA

JULY 11, 2023

In response to major advances in Generative AI technologies—as well as the significant questions these technologies pose in areas including intellectual property, the future of work, and even human safety—the Association for Computing Machinery’s global Technology Policy Council (ACM TPC) has issued “Principles for the Development, Deployment, and (..)

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Data Management Principles for Data Science

KDnuggets

SEPTEMBER 10, 2023

Back to Basics: Understanding key data management principles that data scientists should know.

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How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Leading the Development of Profitable and Sustainable Products

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AWS Storage: Cost Optimization Principles

Analytics Vidhya

OCTOBER 29, 2022

The post AWS Storage: Cost Optimization Principles appeared first on Analytics Vidhya. Organizations are collecting data at an alarming pace to analyze and derive insights for business enhancements. The abundant requirement for data collection made cloud data storage an unavoidable option concerning the […].

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Fundamental Principles of Langchain in LLM Based Application Development

Analytics Vidhya

SEPTEMBER 29, 2023

and […] The post Fundamental Principles of Langchain in LLM Based Application Development appeared first on Analytics Vidhya. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5

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Review: The Variational Principles of Mechanics

Hacker News

MAY 14, 2024

The Variational Principles of Mechanics, Cornelius Lanczos (University of Toronto Press, 1949). While sailing a little boat the other day, I thought of a new way to troll the Aristotelians. I love it when my hobbies converge like that, and if the second one sounds a little mean-spirited, well, remember that they deserve it.

Non-Generalization Principles and Transfer Learning Technique

Analytics Vidhya

SEPTEMBER 26, 2022

The post Non-Generalization Principles and Transfer Learning Technique appeared first on Analytics Vidhya. Introduction The ability to reimplement a skill or knowledge from one, the original knowledge bearer, to a new knowledge “needer”, is referred to as transfer learning. These could be skilled in math, music, or cookery.

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Asilomar Principles (2017)

Hacker News

NOVEMBER 17, 2023

At a 2017 FLI conference, AI scientists and researchers developed the highly influential Asilomar AI governance principles. Add your signature.

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Mathematics Behind Principle Component Analysis In Statistics

Analytics Vidhya

JULY 27, 2021

The post Mathematics Behind Principle Component Analysis In Statistics appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction “Data is a precious thing and will last longer than.

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PCA And It’s Underlying Mathematical Principles

Analytics Vidhya

SEPTEMBER 5, 2021

We also look into the Mathematical Principles or the concepts underlying PCA and how these concepts help us in […]. The post PCA And It’s Underlying Mathematical Principles appeared first on Analytics Vidhya.

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Guiding Principles for the Mormon Church's Use of AI

Hacker News

MARCH 20, 2024

The Church has issued the following guiding principles for using AI. These were introduced to employees of The Church of Jesus Christ of Latter-day Saints worldwide on Wednesday, March 13, 2024.

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Importance of Data Governance and its Principles

Analytics Vidhya

FEBRUARY 17, 2022

The post Importance of Data Governance and its Principles appeared first on Analytics Vidhya. Data are a set of values of qualitative or quantitative variables about one or more persons or objects. While running a huge […].

Data Governance

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Design principles for data analysis

FlowingData

SEPTEMBER 27, 2022

Hicks explain their work in the Journal of Computational and Graphical Statistics : The design principles for data analysis are qualities or characteristics that are relevant to the analysis and can be observed or measured. Tags: analysis , principle.

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Bernoulli's Principle Applied to Firefighting – Box Alarm Training

Hacker News

FEBRUARY 3, 2024

Bernoulli's Principle is not the first thing that comes to our minds when discussing firefighting tactics. However, it directly affects many of our operations. In fire behavior courses we learn about how fire will travel from areas of high pressure to areas of lower pressure. This is the basis of un

When First Principles Thinking Fails

Hacker News

JUNE 6, 2023

Thinking is split roughly into pattern matching against experience, and reasoning from first principles. Here's one argument for why you need both.

Hydraulic Steering – Principles of Operation (1956) [video]

Hacker News

JULY 27, 2023

Department Of Defense - Functioning Of Major Components - Principle Of Pressure Differential, Ability Of System To Resist Road Shock And Kickback Of Steering.

The "Reitoff principle": Why you should add "nothing" to your work-life schedule

Hacker News

MARCH 23, 2024

The Reitoff principle gives us permission to write off a day and intentionally step away from achieving anything.

UK universities draw up guiding principles on generative AI

Flipboard

JULY 3, 2023

All 24 Russell Group universities have reviewed their academic conduct policies and guidance UK universities have drawn up a set of guiding principles to ensure that students and staff are AI literate, as the sector struggles to adapt teaching and assessment methods to deal with the growing use of generative artificial intelligence.

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Principles are products of practice, not the reverse

Hacker News

NOVEMBER 13, 2023

principles are based on practice, and should only be upheld when they clearly cause improved outcome.

5 Fundamental AI Principles

KDnuggets

OCTOBER 3, 2019

While AI may appear magical at times, these five principles will help guide you to avoid pitfalls when leveraging this tech.

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A First Principles Theory of Generalization

KDnuggets

NOVEMBER 4, 2021

Some new research from University of California, Berkeley shades some new light into how to quantify neural networks knowledge.

Peter principle

Hacker News

MARCH 27, 2024

Comments (..)

The Maximum Tension Principle in General Relativity(2002)

Hacker News

AUGUST 20, 2023

The relation of this principle to other, possibly deeper, maximal principles is discussed, in particular the relation to the tension in string theory.

Animations From First Principles (in 5 minutes)

Hacker News

SEPTEMBER 7, 2023

Create animations from first principles and morph between different figures with Python. In 5 minutes.

Python

Principles of MLOps

Heartbeat

FEBRUARY 1, 2023

Principles of MLOps The following principles regulate machine learning operations: Automation : The process of constructing pipelines from the beginning of model creation to training and deployment. It is a crucial principle in MLOps because it contributes to the dependability and transparency of machine learning models.

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Software Design Principles I Learned the Hard Way

Hacker News

APRIL 25, 2024

If there’s two sources of truth, one is probably wrong. And yes, please repeat yourself.

Documentation as code: Principles, workflow, and challenges

Hacker News

MARCH 31, 2024

Documentation as code (DaC) is a development philosophy that treats software documentation with the same respect and attention as software code.

4 Essential Data Management Principles

Dataversity

MAY 12, 2023

Here are four essential Data […] The post 4 Essential Data Management Principles appeared first on DATAVERSITY. Data Management might seem like a back-office function, but it is critical to a modern company’s success. Getting started with or fixing your Data Management processes might seem intimidating.

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The Psychology of Data Visualization: How to Present Data that Persuades

KDnuggets

APRIL 1, 2024

This article discusses the psychology of data visualization, including the principles and techniques that underpin the creation of persuasive and effective visuals.

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It's over: OpenAI reaches agreement 'in principle' for Sam Altman to return as CEO, with new board - SiliconANGLE

Flipboard

NOVEMBER 21, 2023

Updated:OpenAI announced late Tuesday night on X that it has reached an agreement in principle for former Chief Executive Sam Altman to return to the artificial intelligence phenom, ending several

Artificial Intelligence

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Timeless principles meet emerging trends in manufacturing for 2024

SAS Software

NOVEMBER 27, 2023

Timeless principles meet emerging trends in manufacturing for 2024 was published on SAS Voices by Glynn Newby While the fundamental essence of manufacturing has endured for centuries, the methods and technologies employed have undergone significant evolution, driven by innovation and the ever-shifting demands of consumers.

Applying SRE Principles to CI/CD

Hacker News

AUGUST 29, 2023

Slow, unreliable CI/CD? Learn how to use SLOs, SLIs, and Error Budgets to maintain focus, prioritize effort, and rebuild developer trust in CI/CD.

Principles for Keyboard Layouts

Hacker News

APRIL 28, 2024

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Inclusivity: A guiding principle for responsible innovation

SAS Software

JUNE 23, 2023

Inclusivity: A guiding principle for responsible innovation was published on SAS Voices by Vrushali Sawant Recognizing the potential for bias is one of the first steps toward responsible innovation. Doing so allows users to include diverse needs and perspectives in building inclusive and robust products.

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Good UX Design Principles Must Be Predicated on Big Data

Smart Data Collective

DECEMBER 9, 2021

That is why you have to know the good UX design principles. You will know the good UX design principles that are important for success. Having said this, the principles in UX design can be the guiding light. Hence, it is a must to prioritize UX design principles as part of the overall strategy. Good UX design principles.

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The Medflix Principle : How to use curated content for healthcare

Dataconomy

OCTOBER 2, 2019

But is it that easy to transfer the “Netflix principle” to the pharmaceutical industry? The post The Medflix Principle : How to use curated content for healthcare appeared first on Dataconomy. For several years, pharmaceutical companies have wanted to achieve the same thing with specialised medical content. What kind of.

How our principles helped define AlphaFold’s release

DeepMind

SEPTEMBER 13, 2022

Our Operating Principles have come to define both our commitment to prioritising widespread benefit, as well as the areas of research and applications we refuse to pursue. These principles have been at the heart of our decision making since DeepMind was founded, and continue to be refined as the AI landscape changes and grows.

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How our principles helped define AlphaFold’s release

DeepMind

SEPTEMBER 13, 2022

Our Operating Principles have come to define both our commitment to prioritising widespread benefit, as well as the areas of research and applications we refuse to pursue. These principles have been at the heart of our decision making since DeepMind was founded, and continue to be refined as the AI landscape changes and grows.

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The 12 Core Principles of AI Governance

Towards AI

OCTOBER 7, 2023

Balancing Ethics and Innovation: An Introduction to the Guiding Principles of Responsible AI Sarah, a seasoned AI developer, found herself at a moral crossroads. The core principles of AI Governance aren’t just theoretical constructs; they’re practical guides that can help professionals like Sarah make informed decisions.

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Monte-Carlo Graph Search from First Principles

Hacker News

MARCH 10, 2024

GTP engine and self-play learning in Go. Contribute to lightvector/KataGo development by creating an account on GitHub.

The 7 Cooperative Principles and Why They’re Critical to Data Sovereignty

Dataconomy

FEBRUARY 1, 2022

Cooperatives are best understood as groups of people with identical or highly similar needs. These needs have traditionally included insurance, money lending and saving, achieving economies of scale, or marketing goods. With data being one of the most valuable commodities on earth (if not the most valuable), it is only.

Big Data

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6 ChatGPT prompt engineering principles officially from OpenAI

Flipboard

DECEMBER 27, 2023

OpenAI has recently unveiled a valuable guide designed to help users get the most out of their interactions with ChatGPT. This guide is a crucial …

Artificial Intelligence

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Paper Review: Constituional AI, Training LLM’s using Principles

Mlearning.ai

JANUARY 26, 2023

Paper Review: Constitutional AI, Training LLMs using Principles Governing the behavior of Generative AI through Principles The release of ChatGPT has taken the world by storm and competitors are trying to quickly develop and release their own similar models. Deepmind is aiming to release Sparrow towards the end of the year.

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What Impact Will Ethical AI Have on the Future of Data Science?

insideBIGDATA

OCTOBER 24, 2023

Many professionals have devoted themselves to furthering ethical AI principles by developing guidelines, best practices and other resources for the industry at large to use. Data science practices will inevitably be altered, as well.

Data Science

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26 Prompting Principles to Improve LLM Performance

Association of Computing Machinery Issues Principles for Generative AI Technologies

Webinars

Trending Sources

Data Management Principles for Data Science

Webinars

AWS Storage: Cost Optimization Principles

Fundamental Principles of Langchain in LLM Based Application Development

Review: The Variational Principles of Mechanics

Non-Generalization Principles and Transfer Learning Technique

Asilomar Principles (2017)

Mathematics Behind Principle Component Analysis In Statistics

PCA And It’s Underlying Mathematical Principles

Guiding Principles for the Mormon Church's Use of AI

Importance of Data Governance and its Principles

Design principles for data analysis

Bernoulli's Principle Applied to Firefighting – Box Alarm Training

When First Principles Thinking Fails

Hydraulic Steering – Principles of Operation (1956) [video]

The "Reitoff principle": Why you should add "nothing" to your work-life schedule

UK universities draw up guiding principles on generative AI

Principles are products of practice, not the reverse

5 Fundamental AI Principles

A First Principles Theory of Generalization

Peter principle

The Maximum Tension Principle in General Relativity(2002)

Animations From First Principles (in 5 minutes)

Principles of MLOps

Software Design Principles I Learned the Hard Way

Documentation as code: Principles, workflow, and challenges

4 Essential Data Management Principles

The Psychology of Data Visualization: How to Present Data that Persuades

It's over: OpenAI reaches agreement 'in principle' for Sam Altman to return as CEO, with new board - SiliconANGLE

Timeless principles meet emerging trends in manufacturing for 2024

Applying SRE Principles to CI/CD

Principles for Keyboard Layouts

Inclusivity: A guiding principle for responsible innovation

Good UX Design Principles Must Be Predicated on Big Data

The Medflix Principle : How to use curated content for healthcare

How our principles helped define AlphaFold’s release

How our principles helped define AlphaFold’s release

The 12 Core Principles of AI Governance

Monte-Carlo Graph Search from First Principles

The 7 Cooperative Principles and Why They’re Critical to Data Sovereignty

6 ChatGPT prompt engineering principles officially from OpenAI

Paper Review: Constituional AI, Training LLM’s using Principles

What Impact Will Ethical AI Have on the Future of Data Science?

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