October, 2023

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Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs

Analytics Vidhya

Introduction I’m pretty sure most of you have already used ChatGPT. That’s great because you’ve taken your first step on a journey we’re about to embark on in this article! You see, when it comes to mastering any new technology, the first thing you do is use it. It’s like learning to swim by jumping […] The post Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs appeared first on Analytics Vidhya.

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Microsoft and Siemens revolutionise industry with AI-powered Copilot

AI News

Microsoft and Siemens are joining forces to usher in a new era of human-machine collaboration. The result of the collaboration is the Siemens Industrial Copilot, a powerful AI assistant designed to enhance collaboration between humans and machines in the manufacturing sector. The tool enables rapid generation, optimisation, and debugging of complex automation code, significantly reducing simulation times from weeks to minutes.

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Multimodal AI Evolves as ChatGPT Gains Sight with GPT-4V(ision)

Unite.AI

In the ongoing effort to make AI more like humans, OpenAI's GPT models have continually pushed the boundaries. GPT-4 is now able to accept prompts of both text and images. Multimodality in generative AI denotes a model's capability to produce varied outputs like text, images, or audio based on the input. These models, trained on specific data, learn underlying patterns to generate similar new data, enriching AI applications.

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Reflections on AI Engineer Summit 2023

Eugene Yan

The biggest deployment challenges, backward compatibility, multi-modality, and SF work ethic.

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The AI Productivity Shift: How 3,000 Pros And 140K Users Are Transforming Work

Hubstaff’s new report, The AI Productivity Shift, highlights how 3,000+ professionals and 140,000+ users are transforming the way they work with AI. Adoption is high—85% are using AI—and the potential is just beginning. Teams that integrate AI into daily workflows report 77% faster task completion, 70% improved focus, and stronger results across the board.

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Common Grounds: Unleashing innovation and growth through partnership

IBM Journey to AI blog

At IBM, we believe we can make greater progress together. Our purpose is to be the catalyst that makes the world work better—and our partners are key to this mission. Together with our partners and clients, we work to solve the most complex challenges with AI and hybrid cloud. Last year, we launched our “ Common Grounds ” video series to showcase the value of partnership and how we’re better together.

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Build a RAG Pipeline With the LLama Index

Analytics Vidhya

Introduction One of the most popular applications of large language models (LLMs) is to answer questions about custom datasets. LLMs like ChatGPT and Bard are excellent communicators. They can answer almost anything that they have been trained on. This is also one of the biggest bottlenecks for LLMs. They can only answer the questions they […] The post Build a RAG Pipeline With the LLama Index appeared first on Analytics Vidhya.

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OpenAI considers in-house chip manufacturing amid global shortage

AI News

OpenAI , the company behind the renowned ChatGPT, is reportedly delving into the prospect of manufacturing processing chips in-house amidst a worldwide shortage of these in-demand components. Sources familiar with the matter disclosed to Reuters that OpenAI is actively exploring options, including evaluating an undisclosed company for potential acquisition to bolster its AI chip-making ambitions.

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From Internet of Things to Internet of Everything: The Convergence of AI & 6G for Connected Intelligence

Unite.AI

Internet of Things (IoT) establishes a network for connecting physical objects, such as devices, machines, sensors, or any equipment with processing abilities that can connect to the Internet. It refers to a digitally connected universe built on smart devices like fitness trackers, home voice assistants, smart thermostats, etc. IoT market is growing rapidly.

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AI News Weekly - Issue #354: The top 100 people in A.I. - Oct 12th 2023

AI Weekly

In the News The AI 100 2023: The top people in AI For prescient researchers, founders, and others who make up Insider's AI 100, this moment was inevitable. businessinsider.com Sponsor Beat shipping rate increases with our new parcel shipping report. Are you paying more to ship and getting less? Learn how to protect your bottom line. [Get your FREE REPORT.] pitneybowes.com In The News AMD to acquire AI software startup in effort to catch Nvidia AMD said on Tuesday it plans to buy an artificial in

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From Curiosity to Competitive Edge: How Mid-Market CEOs Are Using AI to Scale Smarter

Speaker: Lee Andrews, Founder at LJA New Media & Tony Karrer, Founder and CTO at Aggregage

This session will walk you through how one CEO used generative AI, workflow automation, and sales personalization to transform an entire security company—then built the Zero to Strategy framework that other mid-market leaders are now using to unlock 3.5x ROI. As a business executive, you’ll learn how to assess AI opportunities in your business, drive adoption across teams, and overcome internal resource constraints—without hiring a single data scientist.

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How foundation models can help make steel and cement production more sustainable

IBM Journey to AI blog

Heavy industries, particularly cement, steel and chemicals, are the top greenhouse gas emitting industries, contributing 25% of global CO2 emission. They use high temperature heat in many of their processes that is primarily driven by fossil fuel. Fighting climate change requires lowering heavy industry emissions. However, these industries face tremendous challenges to reduce greenhouse gas emissions.

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Is impostor syndrome the result of skipping an important step?

Cassie Kozyrkov

Why the beginner phase matters and how to do it right Continue reading on Medium »

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Top 10 Tableau Projects for Data Science

Analytics Vidhya

Introduction The world of data science has numerous candidates with technical expertise, but only a few excel at problem-solving. When it is about communicating and expressing these skills effectively, some people are great at it naturally, while others develop this ability over time. Fortunately, with the advent of tools such as Tableau, you get access […] The post Top 10 Tableau Projects for Data Science appeared first on Analytics Vidhya.

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How to create a digital marketing strategy with AI

AI News

In today’s fast-paced digital landscape, staying ahead of the competition requires more than just a traditional marketing plan. The emergence of artificial intelligence (AI) has revolutionized the way businesses approach their marketing efforts and AI technology is now a fundamental component of modern marketing, offering unparalleled insights, predictive analytics, and the ability to deliver personalized customer experiences.

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Prospect, Personalize, Profit: The New Way Sales & Marketing Teams Are Aligning with AI

Speaker: Kevin Burke, Founder & Managing Director at Digital One and AI & Automation Consultant

AI and automation are currently transforming the way sales and marketing teams operate. Generative AI crafts personalized outreach at scale, while conversational AI bots are engaging prospects in real time. Robotic process automation streamlines manual workflows by triggering tasks the moment a prospect takes a key action, and advanced AI analytics surface hidden patterns in the pipeline, improve forecasting, and help teams make data-driven decisions with confidence.

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Midjourney vs Stable Diffusion: The Battle of AI Image Generators

Unite.AI

AI image-generation tools are improving rapidly. Every week, there is a new tool on the market. According to Global Market Insights , the AI image generator market will reach approximately $944 million by 2032, compared to $213.8 million in 2022, growing at a compound annual growth rate of 16.5%. These tools are capable of creating photo-realistic and creative images.

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AI News Weekly - Issue #353: 10 Top AI Certifications for 2023 - Oct 5th 2023

AI Weekly

Powered by northeastern.edu In the News 10 Top AI Certifications 2023 AI certification is a credential awarded to individuals who possess a certain level of proficiency in an artificial intelligence job-related task. AI certifications are a great way to boost career growth for tech professionals. eweek.com Sponsor Chart the Course: Your Company's Future with the Power of Responsible AI Dive into transformative AI strategies at The Institute for Experiential AI at Northeastern University’s Bu

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3 ways to migrate and deploy IBM Maximo on AWS Cloud

IBM Journey to AI blog

A recent IDC report — The Business Value of IBM Maximo — that surveyed 9 companies with an average of 8,500 employees, found that after these companies adopted IBM Maximo, it resulted in: a business benefit of approximately USD 14.6 million, on average, per year per organization; 43% less unplanned downtime per year; and USD 8.6 million in total equipment cost avoidances annually.

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What was the hardest thing about quitting my job at Google?

Cassie Kozyrkov

Advice for those who are afraid of leaping into the unknown Continue reading on Medium »

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Exploring the Advanced Multi-Modal Generative AI

Analytics Vidhya

Introduction In today’s ever-advancing world of technology, there’s an exciting development on the horizon – Advanced Multi-modal Generative AI. This cutting-edge technology is about making computers more innovative and great, creating content and understanding. Imagine a digital assistant that seamlessly works with text, images, and sounds and generates information.

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JPMorgan CEO: AI will be used for ‘every single process’

AI News

In a recent Bloomberg interview, JPMorgan CEO Jamie Dimon unveiled his AI-driven vision for the financial industry. Dimon expressed his belief that AI has the potential to revolutionise every aspect of JPMorgan’s operations, from trading and hedging to research and error detection. He described AI as a “living, breathing thing,” capable of transforming traditional processes and augmenting human capabilities. "AI is real" JPMorgan CEO Jamie Dimon says artificial intelligence w

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Mistral AI: Setting New Benchmarks Beyond Llama2 in the Open-Source Space

Unite.AI

Large Language Models (LLMs) have recently taken center stage, thanks to standout performers like ChatGPT. When Meta introduced their Llama models, it sparked a renewed interest in open-source LLMs. The aim? To create affordable, open-source LLMs that are as good as top-tier models such as GPT-4, but without the hefty price tag or complexity. This mix of affordability and efficiency not only opened up new avenues for researchers and developers but also set the stage for a new era of technologica

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AI News Weekly - Issue #355: Tech firms accountable for AI ? - Oct 19th 2023

AI Weekly

Powered by clkmg.com In the News IBM CEO: Washington should hold tech firms accountable for AI IBM CEO Arvind Krishna argues that regulators should not allow artificial intelligence developers to hide behind the sweeping legal protections that shield internet and social media firms. politico.com Sponsor Liquid Assets, Solid Returns Want to age your portfolio like fine whiskey?

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Shift from proactive to predictive monitoring: Predicting the future through observability

IBM Journey to AI blog

In today’s fast-paced digital landscape, the seamless operation and performance of software applications is crucial for businesses. Downtime, glitches and service interruptions can result in significant revenue loss and damage a company’s reputation. This is where modern, advanced monitoring solutions like IBM Instana come into play. With its cutting-edge capabilities, Instana goes beyond traditional monitoring approaches like New Relic, enabling organizations to detect and predict i

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Is impostor syndrome the result of skipping an important step?

Cassie Kozyrkov

Why the beginner phase matters and how to do it right Continue reading on The Startup »

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A Step-by-Step Guide to PDF Chatbots with Langchain and Ollama

Analytics Vidhya

Introduction In an era where technology continues to transform the way we interact with information, the concept of a PDF chatbot brings a new level of convenience and efficiency to the table. This article delves into the intriguing realm of creating a PDF chatbot using Langchain and Ollama, where open-source models become accessible with minimal […] The post A Step-by-Step Guide to PDF Chatbots with Langchain and Ollama appeared first on Analytics Vidhya.

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Enterprises struggle to address generative AI’s security implications

AI News

In a recent study, cloud-native network detection and response firm ExtraHop unveiled a concerning trend: enterprises are struggling with the security implications of employee generative AI use. Their new research report, The Generative AI Tipping Point , sheds light on the challenges faced by organisations as generative AI technology becomes more prevalent in the workplace.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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The Urgent Need for GenAI Skills in Project Management

Unite.AI

Getting ahead of challenges, navigating disruption, and minimizing risks—they are all integral to today’s conversations about the future of generative AI (GenAI). They are also integral to the role that project management professionals have been performing for decades. Despite their daily familiarity with these issues, many project professionals may find themselves unprepared for how their organizations will leverage GenAI or how it will affect their jobs specifically.

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AI News Weekly - Issue #356: DeepMind's Take: AI Risk = Climate Crisis? - Oct 26th 2023

AI Weekly

Powered by clkmg.com In the News DeepMind chief : AI risk must be treated as seriously as climate crisis Demis Hassabis calls for greater regulation to quell existential fears over tech with above-human levels of intelligence theguardian.com Sponsor Liquid Assets, Solid Returns Want to age your portfolio like fine whiskey? Try Vinovest, a whiskey (and wine) investing platform.

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3 Reasons to attend PrestoCon 2023: Embracing Open Source and Next-Gen Presto

IBM Journey to AI blog

On December 5–6, 2023 at the Computer History Museum in Mountain View, CA, hundreds of developers and software engineers will come together at PrestoCon 2023 to support and learn more about Presto, the open-source SQL query engine for data analytics and the Open Data Lakehouse. Learn more about PrestoCon 2023 We’re excited for the future of Presto.