Sat.Jul 29, 2023

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Chatbot For Your Google Documents Using Langchain And OpenAI

Analytics Vidhya

Introduction In this article, we will create a Chatbot for your Google Documents with OpenAI and Langchain. Now why do we have to do this in the first place? It would get tedious to copy and paste your Google Docs contents to OpenAI. OpenAI has a character token limit where you can only add specific […] The post Chatbot For Your Google Documents Using Langchain And OpenAI appeared first on Analytics Vidhya.

Chatbots 271
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Design Patterns for LLM Systems & Products

Eugene Yan

Evals, RAG, fine-tuning, caching, guardrails, defensive UX, and collecting user feedback.

LLM 246
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New HADAR-Based Imaging Tool Lets You See Clearly in the Dark

Analytics Vidhya

Imagine a world where robots and autonomous vehicles can effortlessly navigate through the darkest of nights, relying solely on advanced AI-powered cameras that perceive heat signatures. This futuristic vision is inching closer to reality thanks to an innovative technology called HADAR (Heat-Assisted Detection and Ranging). Developed by a team of researchers from Purdue University and […] The post New HADAR-Based Imaging Tool Lets You See Clearly in the Dark appeared first on Analytics Vid

Robotics 270
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Google's CEO Follows a Simple Public-Speaking Rule to Deliver Clear and Concise Messages

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Keep your audience's attention with the rule of three. Google's parent company Alphabet recently posted better-than-expected profits for the second quarter. Analysts on the earnings call with CEO Sundar Pichai were impressed, and the company's stock rose by 8 percent.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Light-Based Computing Revolution: Powering ChatGPT-Type Machine Learning Programs with Enhanced Optical Neural Networks

Marktechpost

ChatGPT’s capacity to produce polished essays, emails, and code in response to a few simple inquiries has garnered international attention. Researchers at MIT has reported a method that has the potential to pave the way for machine-learning programs many times more capable than the one responsible for ChatGPT. Furthermore, their technology might consume less energy than the state-of-the-art supercomputers powering today’s machine-learning models.

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ETH Zurich Researchers Introduce LMQL: A Programming Language For Language Model Interaction

Marktechpost

The performance of large language models on various tasks, including question-answering and code production, has been impressive. A language model can automatically generate a statistically plausible conclusion to a sequence based on an input. Users then use this information to train these models through spoken instructions or examples, allowing them to perform various subsequent activities.

Python 98
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A.I. is making some common side hustles more lucrative—these can pay up to $100 per hour

Flipboard

Artificial intelligence is helping some side hustles get more efficient, and therefore more lucrative. Here's how, and which types of gigs might be next.

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LG AI Research Proposes QASA: A Novel AI Benchmark Dataset And A Computational Approach

Marktechpost

Humans are good at reasoning, and this differentiates us from other living beings. Reasoning involves associative thinking and logical reasoning. One trivial way of reasoning is asking questions like what, when, where, and why. This reasoning can lead one to new discoveries and innovative ideas. Now, Imagine yourself stuck writing your own scientific paper and facing difficulty in asking the right curious questions.

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Worldcoin: a solution in search of its problem

Flipboard

Having my eyeballs scanned by a shiny chrome orb so I can someday receive cryptocurrency disbursements because artificial intelligence has stolen my …

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Meet Advanced Reasoning Benchmark (ARB): A New Benchmark To Evaluate Large Language Models

Marktechpost

Natural Language Processing has evolved significantly in recent years, especially with the creation of sophisticated language models. Almost all natural language tasks, including translation and reasoning, have seen notable advances in the performance of well-known models like GPT 3.5, GPT 4, BERT, PaLM, etc. A number of benchmarks are used to access and evaluate these developments in the field of Artificial Intelligence.

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Deploying synthetic coevolution and machine learning to engineer protein-protein interactions

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Editor’s summary Coevolution is a natural process by which two interacting proteins can change over time, resulting in different sequences at a …

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A New AI Research from China Proposes SHIP: A Plug-and-Play Generative AI Approach to Improve Existing Fine-Tuning Methods

Marktechpost

This paper addresses a novel approach called SyntHesIzed Prompts (SHIP) to improve existing fine-tuning methods. Fine-tuning: After pre-training, the model is then fine-tuned on a smaller, task-specific dataset. This involves continuing the training process on the new data, often with a smaller learning rate. The idea is to tweak the generalized knowledge the model has gained from pre-training to make it more applicable to the specific task.

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I used a jailbreak to unlock ChatGPT's dark side - here's what happened

Flipboard

There are strict controls built into ChatGPT to prevent it from producing controversial content in the wake of problems with previous chatbots - but we were able to hack into its dark side.

ChatGPT 109
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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Top 8 ChatGPT Plugins for 2023 (and How to Use Them)

Towards AI

Last Updated on August 1, 2023 by Editorial Team Author(s): Ahmed Fessi Originally published on Towards AI. Beyond ChatGPT: 14 Game-Changing AI Tools Everyone Should Try Right Now! This member-only story is on us. Upgrade to access all of Medium. ChatGPT powered by GPT4, the latest version of OpenAI’s language model system, can be a valuable asset in accomplishing various tasks when equipped with the right plugins.

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I Gazed Into Worldcoin’s Orb and Saw a Boring Dystopia Staring Back

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Sam Altman believes his AI-enabled, iris-scanning Orbs can help save the world from other AI systems he's creating. I'm not convinced.

OpenAI 122
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Dodge the AI Job Market Apocalypse: A Survivor’s Guide — Part 1

Towards AI

Last Updated on August 1, 2023 by Editorial Team Author(s): Cezary Gesikowski Originally published on Towards AI. Triumph in the face of AI’s impending employment shake-up This member-only story is on us. Upgrade to access all of Medium. Photo by NASA on Unsplash You may already be annoyed by a persistent buzz in the air, and it’s not just the hum of your overheating laptop fan.

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Greg Rutkowski Was Removed From Stable Diffusion, But AI Artists Brought Him Back

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More popular than Picasso and Leonardo Da Vinci among AI artists, Greg Rutkowski opted out of the Stable Diffusion training set.

AI 123
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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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From Raw to Refined: A Journey Through Data Preprocessing — Part 1

Towards AI

Last Updated on August 1, 2023 by Editorial Team Author(s): Shivamshinde Originally published on Towards AI. Photo by Edward Howell on Unsplash Sometimes, the data we receive for our machine learning tasks isn’t in a suitable format for coding with Scikit-Learn or other machine learning libraries. As a result, we have to process the data to transform it into the desired format.

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Get Schooled on Chat GPT with This Four-Course Training Bundle on Sale for $20 Ahead of Back to School

Flipboard

Lean into the AI trend. Writing has always been an integral part of running a business. But with the need for things like a social media presence and online stores, it's more important than ever to have the skills to create content for your business to keep up.

AI 101
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Unleash Your Musical Creativity: Writing Prompts for MusicGen

Mlearning.ai

Hey there, fellow music enthusiasts and budding composers! Today, we’re diving into the magical world of MusicGen with the help of our… Continue reading on MLearning.

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To These US Veterans, AI Is a Tool That Could Help Prevent Mass Shootings

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ZeroEyes combines the power of artificial intelligence with experienced human observation to reduce response times of first responders in …

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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HQTrack: A New Era in High-Quality Video Object Tracking

Mlearning.ai

Overview of Tracking Anything in High Quality and Exploring the Innovative Framework Revolutionizing Video Analysis and Its Impact across… Continue reading on MLearning.

ML 52
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JPMorgan’s AI-Focused Venture with TIFIN.AI Signals the Future of Wealth Management

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JPMorgan Chase & Co, a leading global financial institution, has taken a major step towards embracing artificial intelligence (AI) in the financial sector. The company has announced a strategic partnership with TIFIN.AI, an established player in developing AI-based fintech solutions. This move comes as JPMorgan recognizes the transformative potential of AI in shaping the future.

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TikTok's Recommendation Engine Explained: Monolith

Bugra Akyildiz

Articles Haneul Kim wrote a blog post on the Monolith paper where the paper talks about recommendation systems of Monolith which is the main recommender system that powers TikTok. The post provides an overview of the architecture and design of TikTok's recommender system. The system is designed to be real-time, meaning that it can generate recommendations for users in a matter of milliseconds.

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Palantir: Time To Double Down

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After gaining momentum and later declining in price in the last couple of months due to the AI-related rally, Palantir's (NYSE:PLTR) stock is once …

AI 104
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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Schedule Batch Inference of Machine Learning Model on Azure Cloud with Container Services and Logic…

Mlearning.ai

Schedule Batch Inference of Machine Learning Model on Azure Cloud with Container Services and Logic App Photo by Victoire Joncheray on Unsplash I. INTRODUCTION Recently I had the pleasure to explore different options to automate a daily ML inference job, which reads raw data from a database table and write the inference results to another table. What I found to be the most configurable and stable approach for such a light workload is to containerize the application and deploy it to a fast, low-

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What Is the ChatGPT Code Interpreter? Why Is It So Important?

Flipboard

The ChatGPT Code Interpreter is an excellent update to the world's leading AI chatbot, and this is why.

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SDXL: Did Stable Diffusion get a Power-Up in Quality?

Mlearning.ai

In the fast-evolving landscape of deep generative modeling, groundbreaking advancements have been witnessed across various data domains… Continue reading on MLearning.