Thu.Oct 10, 2024

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5 Types of AI Agents that you Must Know About

Analytics Vidhya

Introduction What if machines could make their own decisions, solve problems, and adapt to new situations just like we do? This would potentially lead to a world where artificial intelligence becomes not just a tool but a collaborator. That’s exactly what AI agents aim to achieve! These smart systems are designed to understand their surroundings, […] The post 5 Types of AI Agents that you Must Know About appeared first on Analytics Vidhya.

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China Telecom trains AI model with 1 trillion parameters on domestic chips

AI News

China Telecom, one of the country’s state-owned telecom giants, has created two LLMs that were trained solely on domestically-produced chips. This breakthrough represents a significant step in China’s ongoing efforts to become self-reliant in AI technology, especially in light of escalating US limitations on access to advanced semiconductors for its competitors.

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Top 4 Agentic AI Design Patterns for Architecting AI Systems

Analytics Vidhya

Introduction Learning is a continuous journey, whether you’re human or an AI model. However, one question that often comes up is, can these AI models learn themselves just like humans do? As per the recent developments – They can. To understand this in a better way, let’s go back to our college days when C++, […] The post Top 4 Agentic AI Design Patterns for Architecting AI Systems appeared first on Analytics Vidhya.

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Many organisations unprepared for AI cybersecurity threats

AI News

While AI improves the detection of cybersecurity threats, it simultaneously ushers in more advanced challenges. Research from Keeper Security finds that, despite the implementation of AI-related policies, many organisations remain inadequately prepared for AI-powered threats. 84% of IT and security leaders find AI-enhanced tools have exacerbated the challenge of detecting phishing and smishing attacks, which were already significant threats.

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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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AI News Weekly - Issue #408: Google's Nobel prize winners stir debate over AI research - Oct 10th 2024

AI Weekly

Welcome Interested in sponsorship opportunities? Join the AI conversation and transform your advertising strategy with AI weekly sponsorship aiweekly.co In the News Google's Nobel prize winners stir debate over AI research Google has been at the forefront of AI research, but has been forced on the defensive as it tackles competitive pressure from Microsoft-backed (MSFT.O), opens new tab OpenAI and mounting regulatory scrutiny from the U.S Department of Justice. reuters.com Sponsor Personaliz

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ApertureData Secures $8.25M Seed Funding and Launches ApertureDB Cloud to Revolutionize Multimodal AI

Unite.AI

ApertureData , a company at the forefront of multimodal AI data management, has raised $8.25 million in an oversubscribed seed round to drive the development and expansion of its groundbreaking platform, ApertureDB. The round was led by TQ Ventures with participation from Westwave Capital , Interwoven Ventures , and a number of angel investors. The funding will allow ApertureData to scale its operations and launch its new cloud-based service, ApertureDB Cloud, a tool designed to simplify and acc

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Python Square Root

Analytics Vidhya

Introduction Computing square root is a critical concept in mathematics and within this programming language one is able to embark on this basic computation in a very simple and efficient manner. Whether you’re involved in an experiment, simulations, data analysis or using machine learning, calculating square roots in Python is crucial. In this guide, you […] The post Python Square Root appeared first on Analytics Vidhya.

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How AI is Reshaping Auto Insurance from Claims to Compliance

Unite.AI

The auto insurance industry is experiencing a transformative shift driven by AI reshaping everything from claims processing to compliance. AI is not just an operational tool but a strategic differentiator in delivering customer value. AI advancements are enhancing underwriting precision, streamlining claims management, simplifying distribution, while elevating customer service through personalized experiences.

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5 Real-Life Use Cases of AI Agents for Day-to-Day Work

Analytics Vidhya

Introduction AI agents are all set to become the next revolution in the GenAI Paradigm. The modern-day agent’s ability to harness AI to think and reason has enabled humans to truly automate routine tasks. The creation of AI agent frameworks and architectures like AutoGen, Crew AI, LangChain, etc, have come in handy in pushing the […] The post 5 Real-Life Use Cases of AI Agents for Day-to-Day Work appeared first on Analytics Vidhya.

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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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The Financial Challenges of Leading in AI: A Look at OpenAI’s Operating Costs

Unite.AI

OpenAI is currently facing significant financial challenges. For example, in 2023, it was reported that to maintain its infrastructure and run its flagship product, OpenAI pays around $700,000 per day. However, in 2024, the company's total spending on inference and training could reach $7 billion , driven by increasing computational demands. This large operational cost highlights the immense resources required to maintain advanced AI systems.

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GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Machine Learning Research at Apple

Recent advancements in Large Language Models (LLMs) have sparked interest in their formal reasoning capabilities, particularly in mathematics. The GSM8K benchmark is widely used to assess the mathematical reasoning of models on grade-school-level questions. While the performance of LLMs on GSM8K has significantly improved in recent years, it remains unclear whether their mathematical reasoning capabilities have genuinely advanced, raising questions about the reliability of the reported metrics.

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OpenAI’s Ambitious Growth Strategy Comes with Steep Financial Risks

Unite.AI

Internal financial projections from OpenAI reveal a high-stakes strategy that pairs aggressive revenue targets with substantial projected losses, according to a recent report by The Information. The company's plans highlight both the immense potential and significant risks in the rapidly evolving AI sector. OpenAI Projects Massive Revenue Growth OpenAI, the company behind ChatGPT, aims to increase its annual revenue from $1 billion in 2023 to $100 billion by 2029.

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Legau – The All-In-One AI Drafting Solution

Artificial Lawyer

This week’s product walk through is with Legau, which is a multi-capability legal drafting system leveraging genAI and designed to support lawyers with all types.

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Dont Let AI Pass You By: The New Era of Personalized Sales Coaching & Development

Speaker: Brendan Sweeney, VP of Sales & Devyn Blume, Sr. Account Executive

Are you curious about how artificial intelligence is reshaping sales coaching, learning, and development? Join Brendan Sweeney and Devyn Blume of Allego for an engaging new webinar exploring AI's transformative role in sales coaching and performance improvement! Brendan and Devyn will share actionable insights and strategies for integrating AI into coaching and development - ensuring personalized, effective, and scalable training!

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AMD Launches MI325x AI Chips Series to Challenge Nvidia’s Dominance

Marktechpost

Advanced Micro Devices (AMD) has made a bold move in the competitive AI hardware market by launching its new MI325x AI chip, a powerful accelerator aimed squarely at rivaling Nvidia’s latest Blackwell series. The new chip, announced on October 10, 2024, marks AMD’s latest effort to expand its share in the lucrative artificial intelligence computing sector, where Nvidia has maintained a stronghold for years.

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GenAI Benchmarking Project: Virtual Workshop + Next Steps

Artificial Lawyer

After a successful meeting over the summer, the project to develop thinking around legal genAI accuracy is moving to the next stage, with a virtual meeting planned, along with appointments to help …

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Data Science vs. Machine Learning: What’s the Difference?

Marktechpost

In today’s tech-driven world, data science and machine learning are often used interchangeably. However, they represent distinct fields. This article explores the differences between data science vs. machine learning , highlighting their key functions, roles, and applications. What is Data Science? Data science is the practice of extracting insights from large datasets.

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Edge 438: Meet DataGemma: Google DeepMind's Effort to Ground LLMs in Factual Knowledge

TheSequence

Created Using Ideogram Grounding large foundation models such as LLMs on factual data is one of the biggest challenge of the current wave of AI systems. From reducing hallucinations to expanding the use cases for LLMs to mission critical applications, validating LLM outputs with trustworthy data is rapidly becoming one of the most important building blocks of LLM applications.

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How To Select the Right Software for Innovation Management

Finding the right innovation management software is like picking a racing bike—it's essential to consider your unique needs rather than just flashy features. This oversight can stall your innovation efforts. Download now to explore key considerations for success!

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SQ-LLaVA: A New Visual Instruction Tuning Method that Enhances General-Purpose Vision-Language Understanding and Image-Oriented Question Answering through Visual Self-Questioning

Marktechpost

Large vision-language models have emerged as powerful tools for multimodal understanding, demonstrating impressive capabilities in interpreting and generating content that combines visual and textual information. These models, such as LLaVA and its variants, fine-tune large language models (LLMs) on visual instruction data to perform complex vision tasks.

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Fisker Can't 'Port' Its Ocean SUVs to New Servers, Possibly Blowing Up Bankruptcy Fleet Sale

Extreme Tech

New York-based American Lease says Fisker didn't mention this issue until it had already paid tens of millions of dollars.

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Comparative Analysis: ColBERT vs. ColPali

Marktechpost

Problem Addressed ColBERT and ColPali address different facets of document retrieval, focusing on improving efficiency and effectiveness. ColBERT seeks to enhance the effectiveness of passage search by leveraging deep pre-trained language models like BERT while maintaining a lower computational cost through late interaction techniques. Its main goal is to solve the computational challenges posed by conventional BERT-based ranking methods, which are costly in terms of time and resources.

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Announcing the General Availability of Databricks Assistant Autocomplete

databricks

Today, we are excited to announce the general availability of Databricks Assistant Autocomplete on all cloud platforms. Assistant Autocomplete provides personalized AI-powered code.

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard and Katherine Shealy

Generative AI is no longer just an exciting technological advancement––it’s a seismic shift in the SaaS landscape. Companies today are grappling with how to not only integrate AI into their products but how to do so in a way that makes financial sense. With the cost of developing AI capabilities growing, finding a flexible monetization strategy has become mission critical.

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Refining Classifier-Free Guidance (CFG): Adaptive Projected Guidance for High-Quality Image Generation Without Oversaturation

Marktechpost

Classifier-Free Guiding, or CFG, is a major factor in enhancing picture generation quality and guaranteeing that the output closely matches the input circumstances in diffusion models. A large guidance scale is frequently required when utilizing diffusion models to improve image quality and align the generated output with the input prompt. Using a high guidance scale has the drawback of potentially introducing artificial artifacts and oversaturated colors into the output photos, which lowers the

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AI’ll Be by Your Side: Mental Health Startup Enhances Therapist-Client Connections

NVIDIA

Half of the world’s population will experience a mental health disorder — but the median number of mental health workers per 100,000 people is just 13, according to the World Health Organization. To help tackle this disparity — which can vary by over 40x between high-income and low-income countries — a Madrid-based startup is offering therapists AI tools to improve the delivery of mental health services.

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New Neural Warp Sampling Method Enhances Photorealistic Rendering: Reducing Variance and Improving Efficiency in Complex Material Interactions

Marktechpost

Monte Carlo Simulations take the spotlight when we discuss the photorealistic rendering of natural images. Photorealistic rendering, or, in layman’s words, creating indistinguishable “clones” of actual photos, needs sampling. The most logical and prevalent approach to this is to construct individual estimators that focus on each factor and combine them using multiple importance sampling (MIS) to yield an effective mixture sampling distribution with sub-optimal variance.

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DARPA Responds to China's Gallium Restrictions With New Push for Diamond-Based Semiconductors

Extreme Tech

The move by DARPA aims to safeguard US national security by sidestepping China's export restrictions.

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How to Master Product Portfolio Management

Pursuing product portfolio management excellence empowers organizations to unlock the full potential of their offerings. This comprehensive guide unveils 10 essential keys that serve as the building blocks for success.

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Meet DiscoveryWorld: A Virtual Environment for Developing and Benchmarking An Agent’s Ability to Perform Complete Cycles of Novel Scientific Discovery

Marktechpost

Automated scientific discovery has the potential to enhance progress across various scientific fields significantly. However, assessing an AI agent’s ability to use comprehensive scientific reasoning is challenging due to the high costs and impracticalities of conducting real-world experiments. While recent neural techniques have led to successful discovery systems for specific problems like protein folding, mathematics, and materials science, these systems typically circumvent the complet

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The Next Chapter Awaits: Dive Into ‘Diablo IV’s’ Latest Adventure ‘Vessel of Hatred’ on GeForce NOW

NVIDIA

Prepare for a devilishly good time this GFN Thursday as the critically acclaimed Diablo IV: Vessel of Hatred downloadable content (DLC) joins the cloud, one of six new games available this week. GeForce NOW also extends its game-library sync feature to Battle.net accounts, so members can seamlessly bring their favorite Blizzard games into their cloud-streaming libraries.

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Microsoft Unveils Redesigned Windows Hello UI With Easier-to-Use Passkeys

Extreme Tech

Microsoft is also partnering with companies like 1Password and Bitwarden to integrate passkey providers directly into Windows 11.

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