Machine Learning Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/the-jan-mission-bring-ai-to-desktop.
There's lots of questions around open source Chatgpt alternatives, where Jan.ai is a contender with legs. Here's the Jan team mission.
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This story was written by: @reneeeshaw. Learn more about this writer by checking @reneeeshaw's about page, and for more stories, please visit hackernoon.com.

Jan is on a mission to redefine how AI integrates into daily life, focusing on practical, user-friendly use cases. The flexibility to work from anywhere doesn’t just mean comfort- it means trust. Jan is a bootstrapped company, which to me, is synonymous with sustainable growth. The Jan team believes that the best companies, no matter how big or small, are holistically transparent.

This story was originally published on HackerNoon at: https://hackernoon.com/using-chatgpt-to-be-more-productive-100-days-of-ai-day-4.
But the point is clear, using ChatGPT, you can be more productive and creative in your daily job. So, knowing some techniques below will help you
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This story was written by: @sindamnataraj. Learn more about this writer by checking @sindamnataraj's about page, and for more stories, please visit hackernoon.com.

LLMs are trained on the open internet. And open internet has knowledge about all sorts of topics which LLMs acquire. They are not 1–% accurate but they are useful with out a question. I often use chat-gpt to get started on emails, writing an invitation RSVP, reword my weekly newsletter and other mundane task that I might need some help with.

This story was originally published on HackerNoon at: https://hackernoon.com/artificial-intelligence-ai-and-existential-threats.
The looming threat of Artificial Intelligence becomes a sinister shadow, casting its pall over the future of the very beings we hold most dear.
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This story was written by: @technologynews. Learn more about this writer by checking @technologynews's about page, and for more stories, please visit hackernoon.com.

The looming threat of digital superintelligence becomes a sinister shadow, casting its pall over the future of the very beings we hold most dear. The power to manipulate life at a fundamental level introduces an unpredictable element, a Pandora's Box that threatens the very biological essence of our offspring. The choices we make today ripple through the corridors of time, etching the destiny of our children.

This story was originally published on HackerNoon at: https://hackernoon.com/run-llama-without-a-gpu-quantized-llm-with-llmware-and-quantized-dragon.
Use AI miniaturization to get high-level performance out of LLMs running on your laptop!
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #llm, #chatgpt, #quantization, #rag, #python, #mlops, #gpu-infrastructure, #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: @shanglun. Learn more about this writer by checking @shanglun's about page, and for more stories, please visit hackernoon.com.

As GPU resources become more constrained, miniaturization and specialist LLMs are slowly gaining prominence. Today we explore quantization, a cutting-edge miniaturization technique that allows us to run high-parameter models without specialized hardware.

This story was originally published on HackerNoon at: https://hackernoon.com/controlnet-changing-the-image-generation-game-with-precise-spatial-control.
Models like GPT-4V would not have been possible without the idea of ControlNet
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This story was written by: @aibites. Learn more about this writer by checking @aibites's about page, and for more stories, please visit hackernoon.com.

This article goes through the ControlNet architecture, how it integrates with Stable Diffusion and finally some practical results of the integration

This story was originally published on HackerNoon at: https://hackernoon.com/a-quick-openai-model-deprecation-guide.
On Jan 4, OpenAI will retire 33 models, including GPT-3 (text-davinci-003) and various others. This is OpenAI's biggest model deprecation so far.
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This story was written by: @vrv. Learn more about this writer by checking @vrv's about page, and for more stories, please visit hackernoon.com.

On Jan 4, OpenAI will retire 33 models, including GPT-3 (text-davinci-003) and various others. You must manually transition to the replacement model, gpt-3.5-turbo-instruct. All embedding models except for text-embedding-ada-002 will be shutdown on Jan 4.

This story was originally published on HackerNoon at: https://hackernoon.com/ai-powered-tools-that-doubled-my-development-speed.
A few AI-powered tools that improved my productivity in software engineering.
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This story was written by: @ukanwat. Learn more about this writer by checking @ukanwat's about page, and for more stories, please visit hackernoon.com.

This story was originally published on HackerNoon at: https://hackernoon.com/need-more-relevant-llm-responses-address-these-retrieval-augmented-generation-challenges-part-1.
we look at how suboptimal embedding models, inefficient chunking strategies and a lack of metadata filtering can make it hard to get relevant responses from you
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #retrieval-augmented-generation, #vector-search, #vector-database, #llms, #embedding-models, #ada-v2, #jina-v2, #good-company, and more.

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

we look at how suboptimal embedding models, inefficient chunking strategies and a lack of metadata filtering can make it hard to get relevant responses from your LLM. Here’s how to surmount these challenges.

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-integrate-artificial-intelligence-as-an-integral-member-of-your-team.
Integrating AI into the workforce can bring about a multitude of advantages, particularly when it comes to honing decision-making acumen.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai-in-workplace, #diversity-in-the-workplace, #workplace-transformation, #hybrid-workplaces, #future-of-ai, #ai-technology, #ai-revolution, #ai-tools, and more.

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

Integrating AI into the workforce can bring about a multitude of advantages, particularly when it comes to honing decision-making acumen.

This story was originally published on HackerNoon at: https://hackernoon.com/querying-news-articles-via-a-streamlit-app-using-openai-langchain-and-qdrant-db.
By learning from users’ past queries and interactions, chatbots can present more relevant and personalized news articles.
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This story was written by: @hacker4897555. Learn more about this writer by checking @hacker4897555's about page, and for more stories, please visit hackernoon.com.

By learning from users’ past queries and interactions, chatbots can present more relevant and personalized news articles.

This story was originally published on HackerNoon at: https://hackernoon.com/welcome-to-2024-the-year-computing-changes-forever.
Computing is changing on every basic and fundamental level. Generative AI is one piece of that computing puzzle, and VERSES AI is building the framework.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #agi, #active-inference-ai, #nvidia, #generative-ai, #verses-ai, #web3.0, #future-of-ai, #machine-learning, and more.

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.

Computing is changing on every basic and fundamental level. Generative AI is one piece of that computing puzzle. It’s a massive tool in this next era, but it’s not the framework for the computing, itself. What VERSES is building IS that framework.

This story was originally published on HackerNoon at: https://hackernoon.com/winning-the-sales-pitch-tug-of-war-with-ai.
Mastering the tug of war between sellers and buyers is a skill every sales professional needs to have.
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This story was written by: @eldadpostankoren. Learn more about this writer by checking @eldadpostankoren's about page, and for more stories, please visit hackernoon.com.

Mastering the tug of war between sellers and buyers is a skill every sales professional needs to have.

This story was originally published on HackerNoon at: https://hackernoon.com/a-conversation-with-picatrix-picori-the-manga-style-ai-illustrator.
Discover the groundbreaking "pirate-entrepreneur" approach of AI artist Picatrix Picori
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This story was written by: @akasha. Learn more about this writer by checking @akasha's about page, and for more stories, please visit hackernoon.com.

Discover the groundbreaking "pirate-entrepreneur" approach of Manga AI artist Picatrix Picori, who pioneers minimal resource consumption and detachment from corporate constraints in his artistic journey. Learn how this innovative vision redefines the essence of being an AI artist, promotes community-regulated guidelines, and fosters a world where independent artists prioritize creativity and personal mythos over mainstream influence. Explore the exciting opportunities for artists to develop unique styles and brands in the digital era.

This story was originally published on HackerNoon at: https://hackernoon.com/error-404-problems-organizations-need-to-avoid-when-implementing-artificial-intelligence.
While artificial intelligence has been enjoying its moment in the sun, quite literally, the year ahead only brings more opportunities and new challenges.
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This story was written by: @jwolinsky. Learn more about this writer by checking @jwolinsky's about page, and for more stories, please visit hackernoon.com.

While artificial intelligence has been enjoying its moment in the sun, quite literally, the year ahead only brings more opportunities and new challenges.

This story was originally published on HackerNoon at: https://hackernoon.com/studio-neiro-a-new-platform-for-video-marketing.
Connect and Captivate with AI Avatars. Create personalized and engaging videos with AI avatars at scale. Leverage the power of Neiro for your business
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This story was written by: @studioneiroai. Learn more about this writer by checking @studioneiroai's about page, and for more stories, please visit hackernoon.com.

Studio Neiro heralds a pioneering platform, seamlessly translating text into captivating videos with minimal coding effort. The platform eradicates the need for extravagant influencer marketing campaigns, offering an extensive array of pre-designed avatars. With a vast selection of 70 voices, users can meticulously choose the ideal voice for their project and even adjust emotional nuances.

This story was originally published on HackerNoon at: https://hackernoon.com/humans-vs-machines-when-ai-goes-rogue.
AI’s role in decision-making and automation is rapidly expanding. There is, however, an underlying tension to our technological prowess.
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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.

AI’s role in decision-making and automation is rapidly expanding. There is, however, an underlying tension to our technological prowess

This story was originally published on HackerNoon at: https://hackernoon.com/into-the-future-24-tech-predictions-shaping-2024.
From Green AI to War Tech and Memeland, it’s going to be a bumpy ride.
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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.

From Green AI to War Tech and Memeland, 2024 is going to be a wild year for tech.

This story was originally published on HackerNoon at: https://hackernoon.com/ai-is-helping-clean-our-oceans-of-plastics.
AI technologies, particularly in the form of machine learning and data analytics, are being employed to identify, track, and ultimately remove microplastics.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai-applications, #ocean-pollution, #plastic-pollution, #the-ocean-cleanup, #ai-for-pollution, #ai-is-helping-clean-our-oceans, #ocean-cleaning-tech, #ocean-cleanup-efforts, and more.

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

Microplastics, tiny plastic fragments less than five millimeters in size, pose a significant threat to marine life and ecosystems. Startups are at the forefront of integrating AI into ocean cleanup efforts. The role of AI in fighting microplastics in our oceans is multifaceted, encompassing detection, cleanup, prevention, and public engagement.

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-effectively-evaluate-your-rag-llm-applications.
Ever wondered how some of today's applications seem almost magically smart? A big part of that magic comes from something called RAG and LLM.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #rag-architecture, #rag-plus-llm-applications, #dual-role-of-master-llm, #llm-cycle-of-improvement, #human-in-loop-feedback, #prompt-tuning-by-master-llm, #automating-evaluation-pipeline, #hackernoon-top-story, and more.

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

Ever wondered how some of today's applications seem almost magically smart? A big part of that magic comes from something called RAG and LLM.

This story was originally published on HackerNoon at: https://hackernoon.com/so-how-do-they-really-train-ai-models.
Generative AI models are a fascinating technology that humans still are not able to fully harness.
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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.

Generative AI models are a fascinating technology that humans still are not able to fully harness.