Tue.Nov 12, 2024

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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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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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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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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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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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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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How to use Google's Speech-to-Text API to transcribe audio in Python

AssemblyAI

The Google Cloud Speech-to-Text API is a potential solution for organizations looking to build features around Speech AI, especially for organizations that store much of their data in Google Cloud Storage (GCS) and are already deeply integrated in the Google ecosystem. This tutorial will guide you through the process of using Google Cloud's Speech-to-Text API in your Python projects.

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

Flipboard

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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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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OpenAI Co-Founder Returns to Startup After Monthslong Leave

Flipboard

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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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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‘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

Flipboard

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

Flipboard

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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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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Generative AI for agriculture: How Agmatix is improving agriculture with Amazon Bedrock

AWS Machine Learning Blog

This post is co-written with Etzik Bega from Agmatix. Agmatix is an Agtech company pioneering data-driven solutions for the agriculture industry that harnesses advanced AI technologies, including generative AI, to expedite R&D processes, enhance crop yields, and advance sustainable agriculture. Focused on addressing the challenge of agricultural data standardization, Agmatix has developed proprietary patented technology to harmonize and standardize data, facilitating informed decision-making

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

Flipboard

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

Flipboard

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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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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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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Jasper adds new control and marketing knowledge tools for AI-generated content

Flipboard

Jasper, one of the earlier players in generative AI marketing tech, has developed new ways to give marketers more control over AI-created content. Today, the Austin-based startup is adding several new features to give marketers more control and consistency when creating and scaling AI-generated content. One new feature, Brand IQ, uses API-based tooling to let marketers embed brand guidelines into an AI model for consistent text and visual outputs.

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

Flipboard

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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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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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

Flipboard

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

Flipboard

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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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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Movies Help MIT Construct Detailed Map of the Cerebral Cortex

Extreme Tech

By scanning people's brains as they watched a handful of Hollywood flicks, scientists have created the most comprehensive map yet of the brain's outer layer.

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

Flipboard

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

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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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