Machine Learning Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/the-role-of-artificial-intelligence-in-education-transforming-learning-experiences.
AI in education transforms learning experiences for all stakeholders and reshapes conventional educational paradigms.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #future-of-ai, #education, #artificial-intelligence, #ai, #teachers, #edtech, #ai-in-education, #personalization, and more.

This story was written by: @lomitpatel. Learn more about this writer by checking @lomitpatel's about page, and for more stories, please visit hackernoon.com.

AI is revolutionizing education, streamlining assessment, and providing personalized learning. It fosters engaging experiences and unlocks effective learning approaches for future generations.

This story was originally published on HackerNoon at: https://hackernoon.com/master-innovative-prompt-engineering-ai-for-web-devs.
Prompt engineering lets you modify AI behavior without changing application code. This post covers tools and techniques for prompt engineering.
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This story was written by: @austingil. Learn more about this writer by checking @austingil's about page, and for more stories, please visit hackernoon.com.

Upgrade your AI app by revamping the user interface, implementing advanced prompt strategies, and integrating LangChain tools. Learn how to simplify prompt engineering, reduce token usage, and identify winners in streaming responses. Elevate your AI app's functionality, user experience, and efficiency with these expert tips.

This story was originally published on HackerNoon at: https://hackernoon.com/ai-in-warfare-openais-policy-shift-regarding-military-usage-of-its-tools.
ChatGPT maker OpenAI has altered its usage policy to get rid of a prohibition on using its technology for "military and warfare".
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This story was written by: @mayankvikash. Learn more about this writer by checking @mayankvikash's about page, and for more stories, please visit hackernoon.com.

ChatGPT maker OpenAI has altered its usage policy to get rid of a prohibition on using its technology for "military and warfare" The change will now allow the company to work closely with the US military and possibly with the militaries of US allies. This will write a new chapter on the development of AI technologies and their potential uses in modern warfare.

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-build-a-text-summarizer-with-gradio-and-hugging-face-transformers.
Craft concise summaries like a pro: Build your text summarizer web app with Gradio and NLP magic.
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This story was written by: @rajeshai1729. Learn more about this writer by checking @rajeshai1729's about page, and for more stories, please visit hackernoon.com.

Text summarization is the task of creating a shorter version of a document or an article. It is useful for quickly understanding the content of long texts, such as research papers, or blog posts. In this article, we will show you how to build a text summarizer with Gradio and Hugging Face transformers.

This story was originally published on HackerNoon at: https://hackernoon.com/is-microsofts-ai-copilot-the-future-of-work.
Microsoft offers a glimpse into a future where AI significantly bolsters workplace productivity.
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This story was written by: @adrien-book. Learn more about this writer by checking @adrien-book's about page, and for more stories, please visit hackernoon.com.

Microsoft’s Copilot tools lead to a marked increase in task execution speed, without a notable decrease in quality. Users who have interacted with LLM-based tools show a higher willingness to pay for them, indicating that these tools offer value beyond initial expectations. The research anticipates broader application across various tasks and roles, hinting at a future where AI's role in productivity is more pervasive.

This story was originally published on HackerNoon at: https://hackernoon.com/neural-networks-llms-and-gpts-explained-ai-for-web-devs.
Good things to understand when building AI applications: artificial neural networks, LLMs, parameters, embeddings, GPTs, and hallucinations.
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This story was written by: @austingil. Learn more about this writer by checking @austingil's about page, and for more stories, please visit hackernoon.com.

That’s well and good, but it’s really not much more than a glorified HTTP client. There’s still a lot we can do to make the app much nicer for users, but before we continue building it, I thought it would be a good idea to learn more about how these AI tools actually work.

This story was originally published on HackerNoon at: https://hackernoon.com/what-is-the-true-price-of-generative-ai.
Having a well-thought-out plan will not only help you adopt the technology in a risk-free way and reap the benefits faster but also reduce the cost of gen AI.
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This story was written by: @itrex. Learn more about this writer by checking @itrex's about page, and for more stories, please visit hackernoon.com.

This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-is-impacting-the-quality-care-and-client-acquisition-in-home-cares.
The invention of Artificial Intelligence in the healthcare field has changed everything. Home care businesses have undergone a deep change...
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This story was written by: @serenamc. Learn more about this writer by checking @serenamc's about page, and for more stories, please visit hackernoon.com.

Home care businesses have undergone a deep change in adjusting to the fine line between sophisticated technology and indispensable human intervention. Real-time data analyzing AI algorithms provide necessary information to medical workers, who can make wise decisions based on received conclusions. The emergence of remote nursing has changed modern healthcare into a more linked system, reducing the gap between patients and caregivers.

This story was originally published on HackerNoon at: https://hackernoon.com/the-alignment-ceiling-objective-mismatch-in-reinforcement-learning-from-human-feedback.
Explore the intricacies of reinforcement learning from human feedback (RLHF) and its impact on large language models.
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This story was written by: @feedbackloop. Learn more about this writer by checking @feedbackloop's about page, and for more stories, please visit hackernoon.com.

Discover the challenges of objective mismatch in RLHF for large language models, affecting the alignment between reward models and downstream performance. This paper explores the origins, manifestations, and potential solutions to address this issue, connecting insights from NLP and RL literature. Gain insights into fostering better RLHF practices for more effective and user-aligned language models.

This story was originally published on HackerNoon at: https://hackernoon.com/objective-mismatch-in-reinforcement-learning-from-human-feedback-acknowledgments-and-references.
This conclusion highlights the path toward enhanced accessibility and reliability for language models.
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This story was written by: @feedbackloop. Learn more about this writer by checking @feedbackloop's about page, and for more stories, please visit hackernoon.com.

Discover the challenges of objective mismatch in RLHF for large language models, affecting the alignment between reward models and downstream performance. This paper explores the origins, manifestations, and potential solutions to address this issue, connecting insights from NLP and RL literature. Gain insights into fostering better RLHF practices for more effective and user-aligned language models.

This story was originally published on HackerNoon at: https://hackernoon.com/byok-bringyourownkey-in-generative-ai-is-a-double-edged-sword.
Do you know what Bring Your Own Key (BYOK) in generative AI is? Read on and learn more about this new AI concept.
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This story was written by: @emmanuelaj. Learn more about this writer by checking @emmanuelaj's about page, and for more stories, please visit hackernoon.com.

Bring Your Own Key (BYOK) in generative AI refers to a model where users bring their pre-trained language models for use in an AI application or platform. Users can choose the specific language model that aligns with their needs, preferences, or the application's requirements. This approach contrasts with the conventional model, where developers make decisions on behalf of the users regarding the algorithms that power the AI.

This story was originally published on HackerNoon at: https://hackernoon.com/privategpt-for-book-summarization-testing-and-ranking-configuration-variables.
Summarizing books with local llm. My methods for testing and optimizing the use of PrivateGPT for book summaries.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #open-source-llm, #llm-optimization, #huggingface-book-summarizer, #mistral-book-summarizer, #ai-book-summarizer, #book-summarizer-gpt, #create-ai-book-summarizer, #hackernoon-top-story, and more.

This story was written by: @cognitivetech. Learn more about this writer by checking @cognitivetech's about page, and for more stories, please visit hackernoon.com.

There are many variables when implementing large language models. Lets test and refine our processes for summarizing books using PrivateGPT, powered by NVIDIA RTX 3060 12GB.

This story was originally published on HackerNoon at: https://hackernoon.com/table-driven-prompt-design-how-to-enhance-analysis-and-decision-making-in-your-software-development.
Here I’d like to focus on a specific kind of AI prompts - table-driven prompts. They can benefit the workflows and value streams in your software development
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #chatgpt, #prompt-engineering, #table-driven-ai-prompts, #table-driven-prompt-design, #prompt-engineering-guide, #chatgpt-prompt-engineering-tip, #effective-prompt-engineering, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-fr, #hackernoon-bn, #hackernoon-ru, #hackernoon-vi, #hackernoon-pt, #hackernoon-ja, #hackernoon-de, #hackernoon-ko, #hackernoon-tr, and more.

This story was written by: @davramenko. Learn more about this writer by checking @davramenko's about page, and for more stories, please visit hackernoon.com.

Here I’d like to focus on a specific kind of AI prompts - table-driven prompts. They can benefit the workflows and value streams in your software development.

This story was originally published on HackerNoon at: https://hackernoon.com/the-role-of-generative-ai-in-helping-e-commerce-businesses-create-product-catalogs-on-autopilot.
The e-commerce product catalog creation is workload intensive. But, Generative AI flips this with product description writing, translations, and personalizatio
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #generative-ai, #chatgpt, #product-catalog-ecommerce, #using-ai-to-write, #ai-product-catalogs, #generative-ai-product-catalogs, #product-catalog-ai-prompts, #prompts-for-product-catalogs, and more.

This story was written by: @nandhinibalajits. Learn more about this writer by checking @nandhinibalajits's about page, and for more stories, please visit hackernoon.com.

The e-commerce product catalog creation is workload intensive. But, Generative AI flips this with product description writing, translations, and personalization.

This story was originally published on HackerNoon at: https://hackernoon.com/copyrights-in-ai-legal-overview.
This article will tell us about regulations lawsuits and frameworks, considering protection of copyrights in the digital AI sphere.
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This story was written by: @hacker7581290. Learn more about this writer by checking @hacker7581290's about page, and for more stories, please visit hackernoon.com.

This article will tell us about regulations lawsuits and frameworks, considering protection of copyrights in the digital AI sphere.

This story was originally published on HackerNoon at: https://hackernoon.com/marketing-in-the-age-of-chatgpt.
Generative AI is the flavor of the times and tools like ChatGPT and Google Bard promise to upend branding and marketing as we have conventionally known it.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai-marketing, #chatgpt-marketing, #future-of-marketing, #content-creation-with-ai, #marketing-automation, #personalized-marketing, #digital-transformation, #marketing-with-chatgpt, and more.

This story was written by: @vlabroo. Learn more about this writer by checking @vlabroo's about page, and for more stories, please visit hackernoon.com.

Generative AI is the flavor of the times and tools like ChatGPT and Google Bard promise to upend branding and marketing as we have conventionally known it.

This story was originally published on HackerNoon at: https://hackernoon.com/how-nvidias-latest-ai-creations-at-ces2024-redefine-how-we-live-work-and-play.
NVIDIA revealed the Tensor RT LLM library, turbocharging the performance of models like Llama 2 and Mistol running on Windows.
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This story was written by: @sergey-baloyan. Learn more about this writer by checking @sergey-baloyan's about page, and for more stories, please visit hackernoon.com.

The annual CES tech extravaganza is where the biggest industry players put their best ideas on display. NVIDIA revealed the Tensor RT LLM library, turbocharging the performance of models like Llama 2 and Mistol running on Windows. The company's robotics platform, NVIDIA Isaac, brings the massive potential of generative AI to robotics.

This story was originally published on HackerNoon at: https://hackernoon.com/82-stories-to-learn-about-neural-networks.
Learn everything you need to know about Neural Networks via these 82 free HackerNoon stories.
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This story was written by: @learn. Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com.

This story was originally published on HackerNoon at: https://hackernoon.com/the-active-inference-ai-revolution-your-ultimate-resource-guide-for-2024.
The Most Complete Repository of Research Links and Educational Content on the VERSES AI Technology & Active Inference AI
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This story was written by: @deniseholt. Learn more about this writer by checking @deniseholt's about page, and for more stories, please visit hackernoon.com.

If you’re like hundreds of others who have been reaching out to me recently on Medium, LinkedIn, and my other channels, excited to get your hands on some of the research behind the VERSES AI technology so that you can gain a better understanding of how it works, the science behind it, and what makes it so different from current Deep Learning AI; If you’re hoping to find your place and carve a path into this new world of innovation, then keep reading because I’ve got you covered. I’ve done a lot of the heavy lifting and organization for you — spending much of my holiday time over the past few weeks gathering and assembling an extensive catalog of the best videos, references, tools, content, and helpful links available for anyone who wants to get a handle on this next era of computing, so you can save time trying to find the right information and sources and dive right into the fascinating world of Active Inference AI and the Spatial Web. (BTW, this is such NEW and evolving data, it is NOT something you can just ask ChatGPT for.)

This story was originally published on HackerNoon at: https://hackernoon.com/nice-to-meet-you-speeding-up-developer-onboarding-with-llms-and-unblocked.
As anyone who has hired new developers onto an existing software team can tell you, onboarding new developers is one of the most expensive things you can do.
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This story was written by: @MichaelB. Learn more about this writer by checking @MichaelB's about page, and for more stories, please visit hackernoon.com.

As anyone who has hired new developers onto an existing software team can tell you, onboarding new developers is one of the most expensive things you can do.