AI News

NOVEMBER 28, 2024

The reported advances may influence the types or quantities of resources AI companies need continuously, including specialised hardware and energy to aid the development of AI models. The o1 model is designed to approach problems in a way that mimics human reasoning and thinking, breaking down numerous tasks into steps.

Large Language Models 313

Large Language Models OpenAI Big Data AI 313

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.

Large Language Models 289

Large Language Models LLM Explainability Chatbots 289

Unite.AI

NOVEMBER 25, 2024

For AI and large language model (LLM) engineers , design patterns help build robust, scalable, and maintainable systems that handle complex workflows efficiently. This article dives into design patterns in Python, focusing on their relevance in AI and LLM -based systems. BERT, GPT, or T5) based on the task.

Python 147

Python LLM AI Engineer AI 147

AI News

FEBRUARY 16, 2024

Google has unveiled its latest AI model, Gemini 1.5, This dwarfs previous AI systems like Claude 2.1 The efficiency of Google’s latest model is attributed to its innovative Mixture-of-Experts (MoE) architecture. Pro can sign up in AI Studio. The new capability allows Gemini 1.5

Neural Network 316

Neural Network Big Data Explainability LLM 316

AI News

DECEMBER 9, 2024

In this article, we’ll examine the barriers to AI adoption, and share some measures that business leaders can take to overcome them. ” Today, only 43% of IT professionals say they’re confident about their ability to meet AI’s data demands. ”There’s a huge set of issues there.

Explainability 214

Explainability AI AI LLM 214

Unite.AI

JULY 19, 2024

To deal with this issue, various tools have been developed to detect and correct LLM inaccuracies. While each tool has its strengths and weaknesses, they all play a crucial role in ensuring the reliability and trustworthiness of AI as it continues to evolve 1. Compatibility with monitoring tools is unclear.

LLM 279

LLM AI AI Data Quality 279

AI News

SEPTEMBER 27, 2024

One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. “It

Large Language Models 307

Large Language Models Big Data Explainability ETL 307

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

Responsible AI 283

Responsible AI Generative AI AI AI 283

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. Another major company which takes its responsibilities for ethical AI seriously is Bosch.

OpenAI 323

OpenAI Prompt Engineer Prompt Engineering Responsible AI 323

Unite.AI

DECEMBER 19, 2024

Thats why explainability is such a key issue. People want to know how AI systems work, why they make certain decisions, and what data they use. The more we can explain AI, the easier it is to trust and use it. Large Language Models (LLMs) are changing how we interact with AI. Thats where LLMs come in.

Large Language Models 113

Large Language Models Explainable AI Explainability Conversational AI 113

AI Weekly

APRIL 11, 2024

The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. techcrunch.com Applied use cases Can AI Find Its Way Into Accounts Payable? Answering them, he explained, requires an interdisciplinary approach.

Robotics 217

Robotics Artificial Intelligence Artificial Intelligence Data Drift 217

Marktechpost

JUNE 21, 2024

In the developing field of Artificial Intelligence (AI), the ability to think quickly has become increasingly significant. The necessity of communicating with AI models efficiently becomes critical as these models get more complex. Examples include CoVe and Self-Consistency. First, a baseline response is produced.

Prompt Engineer 111

Prompt Engineer Prompt Engineering Explainability Large Language Models 111

Unite.AI

JUNE 4, 2024

In a world where AI seems to work like magic, Anthropic has made significant strides in deciphering the inner workings of Large Language Models (LLMs). By examining the ‘brain' of their LLM, Claude Sonnet, they are uncovering how these models think. How Anthropic Enhances Transparency of LLMs?

Large Language Models 221

Large Language Models Neural Network LLM Explainability 221

AI News

AUGUST 8, 2024

Now, generative AI is spreading through law firms faster than class-action claims over a stock fraud. Individual lawyers have learned to use ChatGPT-like AI models, and entire law practices have harnessed large language models. Three points help explain those results.

AI 318

AI AI Large Language Models Generative AI 318

IBM Journey to AI blog

SEPTEMBER 28, 2023

Building transparency into IBM-developed AI models To date, many available AI models lack information about data provenance, testing and safety or performance parameters. The latest open-source LLM model we added this month includes Meta’s 70 billion parameter model Llama 2-chat inside the watsonx.ai

Generative AI 248

Generative AI Large Language Models AI AI 248

IBM Journey to AI blog

APRIL 9, 2024

For the Masters, “Consumer-facing data access is fronted by a CDN that caches resources so the traffic doesn’t hit our origin servers, whereas our AI workflow calls on data directly from the origin to ensure it’s as up to date as possible,” says Baughman. Models can also be evaluated for fairness, quality and drift.

Machine Learning 250

Machine Learning AI AI ML 250

AWS Machine Learning Blog

DECEMBER 5, 2023

New and powerful large language models (LLMs) are changing businesses rapidly, improving efficiency and effectiveness for a variety of enterprise use cases. Speed is of the essence, and adoption of LLM technologies can make or break a business’s competitive advantage.

LLM 132

LLM AI AI Generative AI 132

AWS Machine Learning Blog

APRIL 24, 2024

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. They can also provide a better answer to the question or comment on why the LLM response is not satisfactory.

LLM 137

LLM AI AI Generative AI 137

AI News

MARCH 25, 2024

It explains that all living things are driven to minimise free energy, and thus the energy needed to predict and perceive the world. Active Inference sits within this theory to explain the process our brains use in order to minimise this energy. Friston’s principle theory centres on how our brains minimise surprise and uncertainty.

Robotics 323

Robotics Artificial Intelligence Artificial Intelligence Big Data 323

AssemblyAI

AUGUST 5, 2024

  At AssemblyAI, we believe that AI systems are only as good as the benchmarks and evaluations they are measured against. Objective evaluations and benchmarks validate systems' performances, so users know the AI models they’re using will solve real-world challenges with real-world applications. 

AI Modeling 130

AI Modeling LLM AI AI 130

NVIDIA

OCTOBER 23, 2024

With the Indian healthcare market projected to grow from about $180 billion last year to $320 billion by 2028 , the new AI model has the potential to dramatically improve healthcare accessibility and efficiency. NVIDIA NIM microservices are available as part of the NVIDIA AI Enterprise software platform.

LLM 127

LLM Generative AI Natural Language Processing Computer Vision 127

IBM Journey to AI blog

OCTOBER 3, 2024

How do you overcome bottlenecks when you’re training AI models on massive quantities of data? At this year’s PyTorch conference, IBM Research showcased a groundbreaking data loader for large-scale LLM training. Asynchronous distributed operation: “We want the data loader to be non-blocking,” Chu explains.

AI Modeling 112

AI Modeling Explainability AI AI 112

Unite.AI

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. Inputting the Prompt: The prompt is fed into the LLM.

Chatbots 253

Chatbots LLM Explainability Large Language Models 253

Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. Generative models like GPT-4 can produce new data based on existing inputs.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

IBM Journey to AI blog

OCTOBER 16, 2023

It encompasses risk management and regulatory compliance and guides how AI is managed within an organization. Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data.

Metadata 220

Metadata Explainability Automation Explainable AI 220

Unite.AI

JUNE 12, 2024

Now, generative AI is spreading through law firms faster than class-action claims over a stock fraud. Individual lawyers have learned to use ChatGPT-like AI models, and entire law practices have harnessed large language models. Three points help explain those results.

AI 261

AI AI Large Language Models Generative AI 261

Unite.AI

JUNE 22, 2023

We're so excited about Digits AI because it seamlessly combines the strengths of both major fields in machine learning: generative large language models and predictive similarity models. Generative AI models are often poor at math, how does Digits solve this problem?

Large Language Models 325

Large Language Models Machine Learning ChatGPT Deep Learning 325

Towards AI

JULY 27, 2024

Claude AI and ChatGPT are both powerful and popular generative AI models revolutionizing various aspects of our lives. We will also discuss how it differs from the most popular generative AI tool ChatGPT. This means it can explain the reasoning and decision-making process behind all of its responses. Let’s compare.

ChatGPT 119

ChatGPT Prompt Engineer Prompt Engineering Explainability 119

Unite.AI

JULY 26, 2023

Enterprise developers, for instance, often utilize prompt engineering to tailor Large Language Models (LLMs) like GPT-3 to power a customer-facing chatbot or handle tasks like creating industry-specific contracts. It's a blend of: Understanding of the LLM: Different language models may respond variably to the same prompt.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Flipboard

DECEMBER 6, 2024

Chatbots that leverage AI are going to be a kind of intermediary a translator, says Zachary Pardos, an associate professor of education at the University of California at Berkeley, who is one of the editors on a forthcoming special issue of the Journal of Learning Analytics that will be devoted to generative AI in the field.

AI Tools 174

AI Tools Large Language Models Chatbots Prompt Engineer 174

AssemblyAI

DECEMBER 20, 2023

Join Us On Discord 2023 at AssemblyAI - A Year in Review Here are some of the new products and features we've launched for customers in 2023: Conformer-1 and Conformer-2 AI Models Released : The year saw the launch of  Conformer-2 , our enhanced AI model for automatic speech recognition.

Large Language Models 147

Large Language Models Python Explainability OpenAI 147

Marktechpost

JULY 12, 2024

The development of Lynx involved several innovative approaches, including Chain-of-Thought reasoning, which enables the model to perform advanced task reasoning. This feature is particularly important as it allows users to understand the model’s decision-making process, increasing trust in its outputs.

LLM 119

LLM Large Language Models Artificial Intelligence Artificial Intelligence 119

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No need to train the LLM but one only has to think about Prompt design.

Large Language Models 87

Large Language Models LLM Natural Language Processing Deep Learning 87

AWS Machine Learning Blog

FEBRUARY 26, 2024

Our proposed architecture provides a scalable and customizable solution for online LLM monitoring, enabling teams to tailor your monitoring solution to your specific use cases and requirements. A modular architecture, where each module can intake model inference data and produce its own metrics, is necessary.

Large Language Models 139

Large Language Models LLM Big Data Natural Language Processing 139

Unite.AI

OCTOBER 30, 2024

We started from a blank slate and built the first native large language model (LLM) customer experience intelligence and service automation platform. Level AI's NLU technology goes beyond basic keyword matching. Can you explain how your AI understands deeper customer intent and the benefits this brings to customer service?

Automation 264

Automation AI AI Generative AI 264

John Snow Labs

JANUARY 25, 2024

John Snow Labs , the AI for healthcare company, has completed its highest growth year in company history. Attributed to its state-of-the-art artificial intelligence (AI) models and proven customer success, the focus on generative AI has gained the company industry recognition.

NLP 94

NLP LLM Generative AI Large Language Models 94

AWS Machine Learning Blog

NOVEMBER 26, 2024

However, LLMs such as Anthropic’s Claude 3 Sonnet on Amazon Bedrock can also perform these tasks using zero-shot prompting, which refers to a prompting technique to give a task to the model without providing specific examples or training for that specific task. The following screenshot shows the response.

LLM 113

LLM Convolutional Neural Networks Metadata Explainability 113