Thu.May 02, 2024

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Finetuning Llama 3 with Odds Ratio Preference Optimization

Analytics Vidhya

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses. However, each step takes a significant amount of time and computing resources. One solution is the Odd Ratio […] The post Finetuning Llama 3 with Odds Ratio Preference Optimization appeared first on Analytics Vidhya.

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How Law Enforcement Can Track Persons of Interest Without Relying on Facial Recognition

Unite.AI

The sheer volume of video evidence available for investigative teams has reached unprecedented levels. According to the Bureau of Justice Assistance , approximately 80% of crimes involve some form of video evidence, and this trend shows no signs of slowing down. Various sources contribute to this influx of video evidence, ranging from security cameras and traffic footage to body cameras, dashcams, and handheld devices.

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World’s First Autonomous Car Race Held at Abu Dhabi’s Yas Marina

Analytics Vidhya

Can you imagine a car race without any drivers? Well, it’s no longer imagination, but a reality now! That’s right, the world witnessed the first-ever professional autonomous car race over the weekend. The Abu Dhabi Autonomous Racing League (A2RL) held at Yas Marina marked a significant leap in the motor racing world. With autonomous cars […] The post World’s First Autonomous Car Race Held at Abu Dhabi’s Yas Marina appeared first on Analytics Vidhya.

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AI News Weekly - Issue #383: New York Daily News, Chicago Tribune, and others sue OpenAI and Microsoft - May 2nd 2024

AI Weekly

In the News Coalition of news publishers sue Microsoft and OpenAI A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. theverge.com Sponsor When Generative AI Gets It Wrong, TrainAI Helps Make It Right TrainAI provides prompt engineering, response refinement and red teaming with locale-specific domain experts to fine-tune generativ

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

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Meet India’s ChatGPT Rival – Hanooman GPT is Here!

Analytics Vidhya

Introduction It’s not Tuesday, but it’s still a Hanooman’s day. Finally, the SML-powered Hanooman GPT is here! India now has its own indigenous alternative to OpenAI’s viral ChatGPT model. Hanooman GPT is a series of open-source Indic large language models developed by the Indian Institute of Technology (IIT) Bombay in partnership with healthcare AI firm […] The post Meet India’s ChatGPT Rival – Hanooman GPT is Here!

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How to Improve Dataset Selection with ChatGPT?

Analytics Vidhya

Introduction Right choice of appropriate datasets is essential in today’s data-driven environment to facilitate well-informed decision-making and uncover insightful information. It might be intimidating to navigate the enormous amount of data that is available, though. This article examines how the dataset selection process can be streamlined by using ChatGPT.

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Huawei AI Introduces ‘Kangaroo’: A Novel Self-Speculative Decoding Framework Tailored for Accelerating the Inference of Large Language Models

Marktechpost

The development of natural language processing has been significantly propelled by the advancements in large language models (LLMs). These models have showcased remarkable performance in tasks like translation, question answering, and text summarization, proving their efficiency in generating high-quality text. However, despite their effectiveness, one major limitation remains their slow inference speed, which hinders their use in real-time applications.

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Gecko by Google: Pioneering the Next Generation of Text Embedding Models

Analytics Vidhya

Introduction Welcome to the world of text embeddings where text is converted into numbers! This world has recently been turned around by the distillation of large language models (LLMs) into efficient and compact forms. Google’s latest innovation, Gecko, is the lastest advancement in this technology, revolutionizing the way we handle textual data.

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Bridging the Binary Gap: Challenges in Training Neural Networks to Decode and Summarize Code

Marktechpost

This study’s research area is artificial intelligence (AI) and machine learning, specifically focusing on neural networks that can understand binary code. The aim is to automate reverse engineering processes by training AI to understand binaries and provide English descriptions. This is important because binaries can be challenging to comprehend due to their complexity and lack of transparency.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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AI on the Go: Anthropic Launches Claude Mobile App

Analytics Vidhya

San Francisco-based AI company Anthropic is making waves with the launch of its first smartphone app, bringing Claude to mobiles. This move positions Anthropic as a serious contender in the AI game, going head-to-head with industry giants like OpenAI and Google. The new iPhone app caters to both free and paid Claude users. It seamlessly […] The post AI on the Go: Anthropic Launches Claude Mobile App appeared first on Analytics Vidhya.

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Meet Pyte: A Data Collaboration Platform that Preserves the Confidentiality of Data During Its Entire Data Lifecycle

Marktechpost

In the age of digital transformation, data is the new gold. Businesses are increasingly reliant on data for strategic decision-making, but this dependency brings significant challenges, particularly when it comes to collaborating with external partners. The traditional methods of sharing data often entail transferring sensitive information to third parties, significantly increasing the risk of security breaches and privacy concerns.

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Gemini Upgrade 2024: Focus on Boosting Power and Accessibility

Analytics Vidhya

This is exciting news for language enthusiasts and AI users worldwide! Gemini Upgrade is here! On April 30, 2024, the Gemini mobile app received a major update that expanded its reach and accessibility worldwide. This update breaks down language barriers, making Gemini an international AI experience. The Gemini app is now available in various languages, […] The post Gemini Upgrade 2024: Focus on Boosting Power and Accessibility appeared first on Analytics Vidhya.

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Amazon Personalize launches new recipes supporting larger item catalogs with lower latency

AWS Machine Learning Blog

Personalized customer experiences are essential for engaging today’s users. However, delivering truly personalized experiences that adapt to changes in user behavior can be both challenging and time-consuming. Amazon Personalize makes it straightforward to personalize your website, app, emails, and more, using the same machine learning (ML) technology used by Amazon, without requiring ML expertise.

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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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Fine-tune Llama 3 using Direct Preference Optimization

Analytics Vidhya

Introduction Large Language Models have revolutionized productivity by enabling tasks like Q&A, dynamic code generation, and agentic systems. However, pre-trained vanilla models are often biased and can produce harmful content. To improve performance, algorithms like Reinforcement Learning with Human Feedback and Direct Preference Optimization (DPO) can be used.

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Back to Work, Our GenAI Future + A Conference

Artificial Lawyer

Is legal tech a good subject for a novel? Is the arrival of genAI in the legal world going to be more of a revolution than an evolution? Who is speaking at Legal Innovators California?

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Meet Victoria Shi, the World’s First AI-Generated Foreign Minister

Analytics Vidhya

Ukraine has embarked on a pioneering venture by introducing the world’s first ‘AI diplomat’. The country has developed an artificial intelligence (AI) generated spokesperson to be the face and voice of their Ministry of Foreign Affairs. The AI, named Victoria Shi, has been launched to announce updates on various fronts, on behalf of the Ukrainian […] The post Meet Victoria Shi, the World’s First AI-Generated Foreign Minister appeared first on Analytics Vidhya.

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Conformal Prediction via Regression-as-Classification

Machine Learning Research at Apple

Conformal prediction (CP) for regression can be challenging, especially when the output distribution is heteroscedastic, multimodal, or skewed. Some of the issues can be addressed by estimating a distribution over the output, but in reality, such approaches can be sensitive to estimation error and yield unstable intervals. Here, we circumvent the challenges by converting regression to a classification problem and then use CP for classification to obtain CP sets for regression.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Explore the World through your Photos with GeoSpy.AI

Analytics Vidhya

Introduction In the age of advanced technology, GeoSpy.AI emerges as an AI powered intel platform that utilizes the power of geospatial vision large language models (LLMs) to predict locations from photos. Whether it’s a snapshot of a suburban street, a rural landscape, or a city corner, GeoSpy.AI can pinpoint the coordinates of the location within […] The post Explore the World through your Photos with GeoSpy.AI appeared first on Analytics Vidhya.

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Revolutionizing Data in Sports: The Game-Changing Impact of Databricks Marketplace and Delta Sharing

databricks

Unlock the power of advanced sports analytics with Databricks Marketplace and Delta Sharing. Discover how these platforms are transforming the sports industry by enabling seamless data access, collaboration, and real-time insights. Leverage a diverse array of data assets to optimize performance, enhance fan engagement, and gain a competitive edge. Explore the future of sports analytics, powered by Databricks.

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Announcement: Meta’s Llama 3 Hackathon Offers $10k+ in Prizes

Analytics Vidhya

Hey there, AI fans! Meta, along with Cerebral Valley and SHACK15, is throwing a YOU-DON’T-WANNA-MISS event for you – the Meta Llama 3 Hackathon on May 11th and 12th! It’s your chance to build amazing apps using Meta’s newest and coolest large language model, Llama 3. In this event you will dive into the latest […] The post Announcement: Meta’s Llama 3 Hackathon Offers $10k+ in Prizes appeared first on Analytics Vidhya.

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Windows 10 Climbs to 70% Market Share Despite Being 9 Years Old

Extreme Tech

People are switching from Windows 11 to Windows 10, somehow.

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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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This AI Paper from MIT and Harvard Demonstrates an AI Approach to Automated in Silico Hypothesis Generation and Testing Made Possible Through the Use of SCMs

Marktechpost

Recent advancements in econometric modeling and hypothesis testing have witnessed a paradigm shift towards integrating machine learning techniques. While strides have been made in estimating econometric models of human behavior, more research still needs to be conducted on effectively generating and rigorously testing these models. Researchers from MIT and Harvard introduce a novel approach to address this gap: merging automated hypothesis generation with in silico hypothesis testing.

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Agiloft Launches GenAI Prompt Lab – Part of ‘AI Your Way’ Strategy

Artificial Lawyer

CLM pioneer Agiloft has launched a genAI Prompt Lab, plus enhanced ConvoAI capabilities for doc review. Andy Wishart, CPO at the US-based company, told Artificial.

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The Science of Perception & How we Hallucinate our Own Reality

Becoming Human

Originally Published on Stefan Speaks Continue reading on Becoming Human: Artificial Intelligence Magazine »

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Boeing Prepares for Make or Break Starliner Crewed Flight

Extreme Tech

After years of issues, Starliner will carry its first astronauts next week, and preparations are already underway.

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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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Completing the circle: Two students’ journey from learning SAS in the classroom to joining the team

SAS Software

An uncertain global economic climate has created a sense of unease and a heightened risk when managing finances for individuals and banking and financial institutions. Helping banks and financial institutions manage risk is a central pillar of how SAS adds value for our customers, who must ensure their organization is [.] The post Completing the circle: Two students’ journey from learning SAS in the classroom to joining the team appeared first on SAS Blogs.

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Nvidia: Our GPUs Can Run Circles Around Intel and AMD NPUs for AI Tasks

Extreme Tech

GPU makers want to get in on the AI action now too.

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spaCyEx v0.0.2

Explosion

Extension for spaCy’s powerful, linguistically-aware pattern matching that introduces a RegEx-like syntax.

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