Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems.

Generative AI 304

Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

Analytics Vidhya

AUGUST 29, 2023

Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.

Prompt Engineer 364

Prompt Engineer Prompt Engineering Generative AI ChatGPT 364

Unite.AI

SEPTEMBER 13, 2023

The remarkable speed at which text-based generative AI tools can complete high-level writing and communication tasks has struck a chord with companies and consumers alike. In this context, explainability refers to the ability to understand any given LLM’s logic pathways.

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Explainability Generative AI AI Tools AI 278

Analytics Vidhya

JANUARY 4, 2024

Introduction Developing open-source libraries and frameworks in machine learning has revolutionized how we approach and implement various algorithms and models. What is […] The post Exploring MPT-7B/30B: The Latest Breakthrough in Open-Source LLM Technology appeared first on Analytics Vidhya.

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LLM Machine Learning Algorithm Generative AI 306

AWS Machine Learning Blog

JANUARY 28, 2025

Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand an LLMs capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk.

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LLM Large Language Models ML Algorithm 99

Unite.AI

JANUARY 4, 2025

The AI Experiment: A New Approach Recently, researchers conducted an experiment to explore whether generative AI could deal with the challenge of conspiracy theories. There must be clear rules, oversight, and transparency in how AI is applied, especially regarding sensitive topics.

AI 233

AI AI Large Language Models Generative AI 233

AWS Machine Learning Blog

FEBRUARY 12, 2025

The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to harness the full potential of this rapidly evolving technology. Both features use the LLM-as-a-judge technique behind the scenes but evaluate different things.

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LLM Generative AI Automation Machine Learning 90

Unite.AI

OCTOBER 20, 2023

AI models in production. Today, seven in 10 companies are experimenting with generative AI, meaning that the number of AI models in production will skyrocket over the coming years. As a result, industry discussions around responsible AI have taken on greater urgency. In 2022, companies had an average of 3.8

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Responsible AI Generative AI AI AI 283

Unite.AI

MARCH 3, 2025

Imandra is an AI-powered reasoning engine that uses neurosymbolic AI to automate the verification and optimization of complex algorithms, particularly in financial trading and software systems. What do you think sets Imandra apart in leading the neurosymbolic AI revolution?

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Automation Algorithm Explainability Large Language Models 165

AWS Machine Learning Blog

NOVEMBER 19, 2024

This year, generative AI and machine learning (ML) will again be in focus, with exciting keynote announcements and a variety of sessions showcasing insights from AWS experts, customer stories, and hands-on experiences with AWS services. Fifth, we’ll showcase various generative AI use cases across industries.

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ML Generative AI AI AI 91

Unite.AI

JANUARY 24, 2025

Claudionor Coelho is the Chief AI Officer at Zscaler, responsible for leading his team to find new ways to protect data, devices, and users through state-of-the-art applied Machine Learning (ML), Deep Learning and Generative AI techniques. Previously, Coelho was a Vice President and Head of AI Labs at Palo Alto Networks.

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Deep Learning Generative AI AI AI 246

AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. You can use supervised fine-tuning (SFT) and instruction tuning to train the LLM to perform better on specific tasks using human-annotated datasets and instructions.

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LLM AI AI Data Scientist 81

IBM Journey to AI blog

SEPTEMBER 28, 2023

According to a recent IBV study , 64% of surveyed CEOs face pressure to accelerate adoption of generative AI, and 60% lack a consistent, enterprise-wide method for implementing it. These enhancements have been guided by IBM’s fundamental strategic considerations that AI should be open, trusted, targeted and empowering.

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Generative AI Large Language Models AI AI 248

Analytics Vidhya

DECEMBER 13, 2023

vLLM, an open-source library for fast LLM inference and serving, addresses these challenges by working with a novel attention algorithm called PagedAttention. This algorithm effectively […] The post Decoding vLLM: Strategies for Supercharging Your Language Model Inferences appeared first on Analytics Vidhya.

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Large Language Models LLM Algorithm Generative AI 318

AWS Machine Learning Blog

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation.

Generative AI 81

Generative AI Large Language Models AI AI 81

IBM Journey to AI blog

OCTOBER 25, 2023

Implementing generative AI can seem like a chicken-and-egg conundrum. In a recent IBM Institute for Business Value survey, 64% of CEOs said they needed to modernize apps before they could use generative AI. From our perspective, the debate over architecture is over.

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Generative AI Automation ESG AI 243

Unite.AI

APRIL 1, 2025

However, an LLM may hide or deny its inability to actually watch videos, unless you call them out on it: Having been asked to provide a subjective evaluation of a new research paper's associated videos, and having faked a real opinion, ChatGPT-4o eventually confesses that it cannot really view video directly.

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LLM AI AI Large Language Models 147

AssemblyAI

JUNE 27, 2023

With some first steps in this direction in the past weeks – Google’s AI test kitchen and Meta open-sourcing its music generator – some experts are now expecting a “GPT moment” for AI-powered music generation this year. This blog post is part of a series on generative AI.

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Generative AI BERT Neural Network AI 298

NVIDIA

MARCH 18, 2025

speedups for text-to-video generation, nearly 2x faster inference for recommender systems and over 2x speedups for rendering. Content creation, semiconductor manufacturing and genomics analysis companies are already set to harness its capabilities to accelerate compute-intensive, AI-enabled workflows. compared with L40S GPUs.

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AI AI Generative AI Computer Vision 114

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project?

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Robotics LLM Prompt Engineering Prompt Engineer 264

Flipboard

FEBRUARY 22, 2025

An Autonomous AI agent can interact with the environment, make decisions, take action, and learn from the process. This represents a seismic shift in the use of AI and, accordingly, presents corresponding opportunitiesand risks. Sounds great. What could possibly go wrong? And naturally, litigation is likely to follow.

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AI AI Large Language Models Chatbots 181

AWS Machine Learning Blog

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

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LLM Generative AI Machine Learning Prompt Engineer 107

Towards AI

OCTOBER 31, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! We’re also excited to share updates on Building LLMs for Production, now available on our own platform: Towards AI Academy. Learn AI Together Community section! AI poll of the week!

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LLM NLP BERT Large Language Models 116

Unite.AI

NOVEMBER 26, 2024

At this delicate moment in the productization and commercialization of generative AI systems, it is left to us, and to investors' scrutiny, to distinguish the crafted marketing of new AI models from the reality of their limitations. Conclusion If a non-AI algorithm (i.e.,

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AI AI AI Modeling Generative AI 263

Unite.AI

JULY 19, 2024

That's an AI hallucination, where the AI fabricates incorrect information. Studies show that 3% to 10% of the responses that generative AI generates in response to user queries contain AI hallucinations. These tools use various techniques to detect AI hallucinations.

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LLM AI AI Data Quality 279

AWS Machine Learning Blog

FEBRUARY 6, 2025

A user asking a scientific question aims to translate scientific intent, such as I want to find patients with a diagnosis of diabetes and a subsequent metformin fill, into algorithms that capture these variables in real-world data. AetionAI, Aetions set of generative AI capabilities, are embedded across the AEP and applications.

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Generative AI Natural Language Processing Machine Learning LLM 72

IBM Journey to AI blog

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.

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Large Language Models LLM Explainability Chatbots 289

IBM Journey to AI blog

AUGUST 1, 2023

True to their name, generative AI models generate text, images, code , or other responses based on a user’s prompt. But what makes the generative functionality of these models—and, ultimately, their benefits to the organization—possible? An open-source model, Google created BERT in 2018.

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Generative AI Data Scientist Machine Learning BERT 176

IBM Journey to AI blog

JULY 17, 2023

While traditional AI approaches provide customers with quick service, they have their limitations. Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries.

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Generative AI Auto-complete Automation AI 171

Unite.AI

OCTOBER 18, 2023

This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community. Navigation : Advanced AI algorithms are revolutionizing navigation systems, making them more accurate and adaptive.

Large Language Models 303

Large Language Models Generative AI AI AI 303

TheSequence

JUNE 30, 2024

Edge 410: We dive into VTC, a super innovative method from UC Berkeley and Stanford for fiar LLM serving. 📝 Editorial: The Single-Algorithm AI Chip The dominance of the transformer architecture in generative AI represents a pivotal moment for the AI chip industry.

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Algorithm LLM AI AI 105

Marktechpost

JULY 2, 2024

The rise of Generative AI (GenAI) has revolutionized various industries, from healthcare and finance to entertainment and customer service. The effectiveness of GenAI systems hinges on the seamless integration of four critical components: Human, Interface, Data, and large language models (LLMs).

LLM 113

LLM Generative AI Large Language Models AI 113

AWS Machine Learning Blog

MARCH 10, 2025

With this GA release, weve introduced enhancements based on customer feedback, further improving scalability, observability, and flexibilitymaking AI-driven workflows easier to manage and optimize. Generative AI is no longer just about models generating responses, its about automation. What is multi-agent collaboration?

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Automation Generative AI Machine Learning Large Language Models 113

AWS Machine Learning Blog

NOVEMBER 25, 2024

Today, we are excited to announce that John Snow Labs’ Medical LLM – Small and Medical LLM – Medium large language models (LLMs) are now available on Amazon SageMaker Jumpstart. Medical LLM in SageMaker JumpStart is available in two sizes: Medical LLM – Small and Medical LLM – Medium.

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LLM NLP Machine Learning ML 102

ODSC - Open Data Science

MARCH 4, 2025

Be sure to check out their talk, Guardrails in Generative AI Workflows via Orchestration , there! Artificial Intelligence has been one of the fastest-growing technology fields, and generative AI has been at its forefront. For LLM output, this can check that the generated output is appropriate for end-user viewing.

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Generative AI Software Architect Large Language Models Natural Language Processing 52

AWS Machine Learning Blog

DECEMBER 5, 2024

As generative AI continues to drive innovation across industries and our daily lives, the need for responsible AI has become increasingly important. At AWS, we believe the long-term success of AI depends on the ability to inspire trust among users, customers, and society.

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Responsible AI AI Tools AI AI 105

Marktechpost

JULY 3, 2024

Uber can tailor notifications and suggestions to individual user preferences and behaviors using sophisticated LLMs-powered recommender algorithms. Using predictive analytics and advanced algorithms, Foodpanda can forecast demand patterns and allocate resources.

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LLM Natural Language Processing Large Language Models Big Data 130