Tue.Nov 12, 2024

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Unmasking Bias in Artificial Intelligence: Challenges and Solutions

Unite.AI

The recent advancement of generative AI has seen an accompanying boom in enterprise applications across industries, including finance, healthcare, transportation. The development of this technology will also lead to other emerging tech such as cybersecurity defense technologies, quantum computing advancements, and breakthrough wireless communication techniques.

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OpenAI faces diminishing returns with latest AI model

AI News

OpenAI is facing diminishing returns with its latest AI model while navigating the pressures of recent investments. According to The Information , OpenAI’s next AI model – codenamed Orion – is delivering smaller performance gains compared to its predecessors. In employee testing, Orion reportedly achieved the performance level of GPT-4 after completing just 20% of its training.

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Adobe Firefly Video Model: How AI is Changing the Future of Video Editing

Unite.AI

Video production has always depended on human expertise and manual processes to create captivating content. From film studios to social media influencers, the need for high-quality videos has grown rapidly. However, with this demand comes the challenge of producing content quickly without losing quality. This is where Artificial Intelligence (AI) technology is making a big difference, especially in video editing.

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OpenAI Co-Founder Returns to Startup After Monthslong Leave

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OpenAI co-founder Greg Brockman has returned to the artificial intelligence startup three months after taking a leave from his role as president, bringing a key figure back to the C-suite amid an exodus of top executives.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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LocalStack Secures $25M Series A Funding to Give Developers Control Over Cloud Development

Unite.AI

LocalStack , a leader in local cloud development environments, has announced the successful completion of a $25 million Series A funding round led by Notable Capital , with support from CRV and Heavybit. This investment is set to drive forward LocalStack's mission to revolutionize cloud development by putting control back into the hands of developers, eliminating the costly and time-consuming reliance on cloud-based testing.

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AI Startup Writer Nabs A $1.9 Billion Valuation To Become A Super App For Enterprises

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The company has raised $200 million to build the next iteration of AI models that can help employees get their work done faster. Enterprise AI startup Writer has outgrown its name.

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Building an AI-Powered Tool for Customer Call Analysis

Analytics Vidhya

Customer support calls hold a wealth of information, but finding the time to manually comb through these recordings for insights isn’t easy. Imagine if you could instantly turn these long recordings into clear summaries, track how the sentiment shifts throughout the call, and even get tailored insights based on how you want to analyze the […] The post Building an AI-Powered Tool for Customer Call Analysis appeared first on Analytics Vidhya.

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Qwen2.5-Coder just changed the game for AI programming—and it’s free

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Alibaba Cloud has released Qwen2.5-Coder, a new AI coding assistant that has already become the second most popular demo on Hugging Face Spaces. Early tests suggest its performance rivals GPT-4o, and it’s available to developers at no cost. The release includes six model variants, from 0.

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4 Steps to Build Multi-Agent Nested Chats with AutoGen

Analytics Vidhya

Chatbots have evolved exponentially with developments in artificial intelligence (AI). Now, with the onset of AI agents, they have become capable of handling more complex and layered interactions, far beyond traditional conversational limits. In our previous article on Building Multi-Agent Chatbots with AutoGen, we explored the concept of sequential chat using AutoGen, which allows structured, […] The post 4 Steps to Build Multi-Agent Nested Chats with AutoGen appeared first on Analytics V

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Generative disinfo is real — you’re just not the target, warns deepfake tracking nonprofit

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Many feared that the 2024 election would be affected, and perhaps decided, by AI-generated disinformation. While there was some to be found, it was far less than anticipated. But don’t let that fool you: the disinfo threat is real — you’re just not the target.

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‘Every Industry, Every Company, Every Country Must Produce a New Industrial Revolution,’ Says NVIDIA CEO Jensen Huang at AI Summit Japan

NVIDIA

The next technology revolution is here, and Japan is poised to be a major part of it. At NVIDIA’s AI Summit Japan on Wednesday, NVIDIA founder and CEO Jensen Huang and SoftBank Chairman and CEO Masayoshi Son shared a sweeping vision for Japan’s role in the AI revolution. Speaking in Tokyo, Huang underscored that AI infrastructure is essential to drive global transformation.

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I’m a neurology ICU nurse. The creep of AI in our hospitals terrifies me

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The healthcare landscape is changing fast thanks to the introduction of artificial intelligence. These technologies have shifted decision-making power away from nurses and on to the robots. Michael Kennedy, who works as a neuro-intensive care nurse in San Diego, believes AI could destroy nurses’ intuition, skills, and training.

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Japan Tech Leaders Supercharge Sovereign AI With NVIDIA AI Enterprise and Omniverse

NVIDIA

From call centers to factories to hospitals, AI is sweeping Japan. Undergirding it all: the exceptional resources of the island nation’s world-class universities and global technology leaders such as Fujitsu, The Institute of Science Tokyo, NEC and NTT. NVIDIA software — NVIDIA AI Enterprise for building and deploying AI agents and NVIDIA Omniverse for bringing AI into the physical world — is playing a crucial role in supporting Japan’s transformation into a global hub for AI development.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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AI is taking ad targeting to a new level. Here's how

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Artificial intelligence is helping marketers keep up with the rapid pace of change in the advertising industry, allowing them to stay nimble while also expanding their creative capabilities, says Kern Schireson, CEO of the full-service advertising agency Known.

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Meet Aioli: A Unified Optimization Framework for Language Model Data Mixing

Marktechpost

In recent years, training large language models has faced a crucial challenge: determining the optimal data mixture. Models like GPT-4 can generate diverse content types, ranging from legal texts to conversational responses. However, their performance hinges significantly on the right balance of training data from various sources. The problem of data mixing refers to how we can optimally blend these diverse data types—such as law, code, and scientific articles—in the model’s training proce

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Startup CEO says humans won't be needed for translation in 3 years as it launches AI app

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LISBON — Unbabel on Wednesday announced a translation service powered by artificial intelligence, adding another rival to a highly competitive space …

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Japan Develops Next-Generation Drug Design, Healthcare Robotics and Digital Health Platforms

NVIDIA

To provide high-quality medical care to its population — around 30% of whom are 65 or older — Japan is pursuing sovereign AI initiatives supporting nearly every aspect of healthcare. AI tools trained on country-specific data and local compute infrastructure are supercharging the abilities of Japan’s clinicians and researchers so they can care for patients, amid an expected shortage of nearly 500,000 healthcare workers by next year.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Why learning 10 programming languages doesn’t make you a more interesting job candidate

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New data from LinkedIn on the most in-demand jobs on the platform in the third quarter of this year reveals that software engineering is in second place. Just pipped to the post by sales roles, it is clear that software engineering and development pros are in high demand.

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NVIDIA and Global Consulting Leaders Speed AI Adoption Across Japan’s Industries

NVIDIA

Consulting giants including Accenture, Deloitte, EY Strategy and Consulting Co., Ltd. (or EY Japan), FPT, Kyndryl and Tata Consultancy Services Japan (TCS Japan) are working with NVIDIA to establish innovation centers in Japan to accelerate the nation’s goal of embracing enterprise AI and physical AI across its industrial landscape. The centers will use NVIDIA AI Enterprise software , local language models and NVIDIA NIM microservices to help clients in Japan advance the development and deploym

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New secret math benchmark stumps AI models and PhDs alike

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On Friday, research organization Epoch AI released FrontierMath, a new mathematics benchmark that has been turning heads in the AI world because it …

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25 Must-Know Retrieval-Augmented Generation Models (RAG) Transforming AI & NLP in 2024

Towards AI

Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. image source Large Language Models (LLMs) like GPT-4 have revolutionized the field of NLP, demonstrating remarkable capabilities in generating human-like text, answering questions, and performing various language-related tasks.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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The 10 Most Important Banking And Financial Technology Trends That Will Shape 2025

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As technological disruption and economic uncertainty continue to reshape the financial landscape, alongside dramatic shifts in consumer behavior and regulatory requirements, 2025 promises to be both challenging and opportunistic for banking and financial services.

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Meta Will Now Use AI to Detect Teens’ Real Ages and Restrict Accounts

Towards AI

Author(s): Get The Gist Originally published on Towards AI. Plus: Perplexity AI to Triple Its Valuation to $9 Billion This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest and greatest developments in AI — news, innovations, and trends — all delivered in under 5 minutes!

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Sam Altman claims AGI is coming in 2025 and machines will be able to 'think like humans' when it happens

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OpenAI CEO Sam Altman says we should achieve artificial general intelligence next year. This is AI as capable as humans across a broad range of tasks.

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Generate financial industry-specific insights using generative AI and in-context fine-tuning

AWS Machine Learning Blog

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt. The results are similar to fine-tuning LLMs without the complexities of fine-tuning models.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Our Machine Learning Crash Course goes in depth on generative AI

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We’ve released a major update to Machine Learning Crash Course, including new coverage of generative AI topics, with a focus on hands-on, visual …

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Meet Magentic-One: Microsoft’s New Multi-Agent Framework for Solving Complex Tasks

Towards AI

Last Updated on November 13, 2024 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers, and concepts.

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Ars Live: Our first encounter with manipulative AI

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In the short-term, the most dangerous thing about AI language models may be their ability to emotionally manipulate humans if not carefully …

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