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.

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New Survey Findings on LLM Use Cases and Challenges from MLOps Community

insideBIGDATA

We’re excited to share new survey results from our friends at the MLOps community. Their team surveyed more than 100 practitioners to understand challenges related to developing and deploying Large Language Models (LLMs). The new survey sheds light on a number of topics: Click HERE to download your own copy of the report today!

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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

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LGBMClassifier: A Getting Started Guide

KDnuggets

This tutorial explores the LightGBM library in Python to build a classification model using the LGBMClassifier class.

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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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Design Patterns for LLM Systems & Products

Eugene Yan

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

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AI Facial Recognition: A New Weapon in Law Enforcement’s Arsenal to Curb Crime

Data Science Connect

In an ambitious move to bolster crime-fighting efforts, the police in Noida, India, are harnessing the power of AI facial recognition technology. A recent article on The Times of India sheds light on this groundbreaking initiative , highlighting how data scientists and law enforcement are teaming up to implement advanced facial recognition systems. This article delves into the details of this innovative approach, its potential impact on crime prevention, and the ethical considerations surroundin

More Trending

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

Flipboard

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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The Transformer Blueprint

Hacker News

A deep dive into Transformer a neural network architecture that was introduced in the famous paper “attention is all you need” in 2017, its applications, impacts, challenges and future directions

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MIT and Stanford Researchers Developed a Machine-Learning Technique that can Efficiently Learn to Control a Robot, Leading to Better Performance with Less Data

Flipboard

Researchers from MIT and Stanford University have introduced a novel machine-learning technique that has the potential to revolutionize the control of robots, such as drones and autonomous vehicles, in dynamic environments with rapidly changing conditions. The innovative approach incorporates principles from control theory into the machine learning process, allowing for the creation of more efficient and effective controllers.

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If we want a shift to walking we need to prioritize dignity

Hacker News

Why does walking feel so intuitive when we’re in a city built before cars, yet as soon as we return home, walking feels like an unpleasant chore that immediately drives us into a car?

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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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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Germany's auto industry: suppliers' confidence waning

Hacker News

German car manufacturers and suppliers have been financing the development of new e-car models with profits from the combustion engine business. But this is being cut back more and more. And many fear for their jobs.

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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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Red algae proteins grafted into tobacco double plant growth

Hacker News

Cornell researchers have successfully transferred key regions of a highly efficient red algae into a tobacco plant to dramatically improve plant productivity and increase carbon sequestration.

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

Flipboard

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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Pressure-driven distillation for fast and selective water purification

Hacker News

Membrane technologies can provide efficient purification of unclear water sources to address a growing water shortage. However, when engineers develop state-of-the-art membranes, they are constrained by a lack of selectivity relative to high permeability. Current membranes also only poorly remove low-molecular weight neutral solutes and are vulnerable to degradation due to oxidants inherent to water treatment.

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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.

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Researchers Discover New Vulnerability in Large Language Models

Hacker News

Researchers at Carnegie Mellon have uncovered a new vulnerability that causes aligned language models like ChatGPT to generate objectionable behaviors at a high success rate.

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

Flipboard

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.

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Automatic Music Playlist Generation via Simulation-Based Reinforcement Learning

Hacker News

Reinforcement learning (RL) is an established tool for sequential decision making. In this work, we apply RL to solve an automatic music playlist generation problem.

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

Flipboard

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

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IRC is the only viable chat protocol

Hacker News

An article on why IRC is still the only chat protocol worth using, and a positive look at the surprisingly autistic-friendly Microsoft Comic Chat IRC client.

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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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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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Ed Yong is leaving The Atlantic after 8 years and 750 stories

Hacker News

Hello! It seems like only yesterday that I last emailed you. which is because it was yesterday. Sorry for filling your inbox so soon, but I have two.

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

Flipboard

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

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Korea Superconductor Papers Published ‘Without Consent’ – Yonhap

Hacker News

South Korean research on a room-temperature superconductor was published online without permission, one of the project's lead scientists said

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

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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

Flipboard

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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Is This an Emoji?

Hacker News

ReadStuffLater uses emojis to tag content †. It's simple, it's fun, and it affords basic content organization without encouraging users t.

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Palantir: Time To Double Down

Flipboard

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 …

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Open Source Outdoor Air Quality Monitor

Hacker News

Open-source / open-hardware low cost outdoor air quality monitor to enable citizen science projects around the world with a trusted and accurate design.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.