AWS Machine Learning Blog

MARCH 10, 2025

Multi-agent collaboration across industries Multi-agent collaboration is already transforming AI automation across sectors: Investment advisory A financial firm uses multiple agents to analyze market trends, risk factors, and investment opportunities to deliver personalized client recommendations.

Automation 113

Automation Generative AI Machine Learning Large Language Models 113

Unite.AI

MARCH 28, 2025

In a 2024 survey of large enterprises , 82% of companies said they plan to integrate AI agents within the next 13 years to drive efficiency and free workers from repetitive tasks. Recent statistics also underscore the rapid growth and impact of AI automation. Multi-LLM support: (OpenAI, Anthropic, HuggingFace, etc.)

Automation 147

Automation Chatbots AI AI 147

Analytics Vidhya

APRIL 15, 2023

A fully autonomous AI agent called AgentGPT is gaining popularity in the field of generative AI models. Based on AutoGPT initiatives like ChaosGPT, this tool enables users to specify a name and an objective for the AI to accomplish by breaking it down into smaller tasks.

Automation 383

Automation Chatbots Generative AI AI 383

Unite.AI

SEPTEMBER 24, 2024

What are some of the key features of JetBrains AI that differentiate it from other AI-powered development tools? We are independent and committed to delivering the best quality available across all modern LLM providers. As an example of the key features we deliver, let’s take a closer look at our AI Assistant.

Software Development 147

Software Development Large Language Models AI AI 147

ODSC - Open Data Science

MARCH 20, 2025

AI-Powered ETL Pipeline Orchestration: Multi-Agent Systems in the Era of Generative AI Discover how to revolutionize ETL pipelines with Generative AI and multi-agent systems, and learn about Agentic DAGs, LangGraph, and the future of AI-driven ETL pipeline orchestration.

ETL 52

ETL Prompt Engineer Prompt Engineering Data Science 52

ODSC - Open Data Science

SEPTEMBER 19, 2024

ODSC Highlights Here are the Details for the ODSC West AI Startup Showcase & Make the Jump Dinner Do you have an interesting AI startup or you’re interested in the space? Here’s some info about the AI Startup Showcase and Make the Jump Dinner coming to SF this October.

Prompt Engineer 40

Prompt Engineer Prompt Engineering AI Automation Automation 40

Unite.AI

OCTOBER 25, 2024

Fraud detection has become more robust with advanced AI algorithms that help identify and prevent fraudulent activities, thereby safeguarding assets and reducing risks. In wealth management, AI automates asset identification, improving the accuracy and speed of collateral processing.

Automation 147

Automation Explainability Responsible AI AI Automation 147

TheSequence

FEBRUARY 16, 2025

ReasonFlux In the paper "ReasonFlux: Hierarchical LLM Reasoning via Scaling Automated Thought Templates" , researchers present ReasonFlux , a framework that uses a library of thought templates to improve LLMs' mathematical reasoning capabilities. AI legal startup Eudia raised $105 million in a new round.

Large Language Models 59

Large Language Models Robotics Prompt Engineering Prompt Engineer 59

ODSC - Open Data Science

MARCH 5, 2025

Generative AI & LLM Applications: A new category focused on leveraging pre-built AI models for automation and augmentation. Moreover, the ability to adapt to new tools and technologies is more critical than ever, as the landscape continues to shift with the advent of LLMs and AI automation.

Data Science 52

Data Science Software Engineer Data Scientist Machine Learning 52

ODSC - Open Data Science

OCTOBER 3, 2024

Best Practices for Prompt Engineering in Claude, Mistral, and Llama Every LLM is a bit different, so the best practices for each may differ from one another. Here’s a guide on how to use three popular ones: Llama, Mistral AI, and Claude. Got an LLM That Needs Some Work?

Prompt Engineer 40

Prompt Engineer Prompt Engineering LLM Data Science 40

John Snow Labs

FEBRUARY 1, 2025

This session describes a subset of these controls that can be automated with current tools: Automated execution of medical LLM benchmarks during system testing and when monitoring in production, including coverage of medical ethics, medical errors, fairness and equity, safety and reliability using Pacific AI Automating generation and executing of (..)

Automation 52

Automation Generative AI LLM AI Automation 52

Unite.AI

JUNE 19, 2024

Our platform is able to automate up to 90% of an organization’s customer interactions, and we’ve collectively automated over half a billion customer interactions already. Therefore, businesses need to have response guardrails when applying gen AI in the customer service environment.

Automation 130

Automation Large Language Models Generative AI LLM 130

ODSC - Open Data Science

OCTOBER 10, 2024

The Evolving LLM Landscape: 8 Key Trends to Watch By looking at sessions as part of the LLM track at ODSC West, we get a pretty good understanding of where the field is going. Here are 8 trends that show what’s big in LLMs right now, and what to expect next. Discover the cutting-edge innovation at ODSC West this October.

LLM 40

LLM Data Science Machine Learning Explainability 40

Unite.AI

MAY 10, 2024

The team at CodiumAI specializes in building AI-empowered tools at scale and is driven to tackle the pain points facing developers. Leveraging AI, automated code suggestions can also suggest improvements or alternative implementations directly within the PR interface.

Large Language Models 147

Large Language Models Automation Software Development Neural Network 147

TheSequence

FEBRUARY 4, 2024

Created Using DALL-E Next Week in The Sequence: Edge 367: We dive into multi-chain reasoning in LLMs including the original research paper on this topic published by Allen AI. It also explores Gradio as a very effective tool for demoing LLM apps. You could call this release the most open open-source release in generative AI.

Generative AI 52

Generative AI Neural Network LLM AI 52

Snorkel AI

AUGUST 13, 2024

Expanding the breadth of experiences their AI automation system could identify would enable companies to spot emerging trends as early as possible. The post Call center AI for customer experience management: a case study appeared first on Snorkel AI. See what Snorkel option is right for you. Book a demo today.

Data Scientist 52

Data Scientist AI AI NLP 52

Snorkel AI

AUGUST 14, 2024

Expanding the breadth of experiences their AI automation system could identify would enable companies to spot emerging trends as early as possible. The post Call center AI for customer experience management: a case study appeared first on Snorkel AI. See what Snorkel option is right for you. Book a demo today.

Data Scientist 52

Data Scientist AI AI Categorization 52

ODSC - Open Data Science

JULY 25, 2023

While questions about these topics complete my three-part series with ChatGPT about data centers, keep in mind that recommendations for how to use ChatGPT and other large language model (LLM)-based chatbots continue to evolve. Fortunately, the ongoing development of LLMs may help get around this limitation.

ChatGPT 52

ChatGPT Chatbots Large Language Models AI 52

Unite.AI

JANUARY 16, 2025

If we can automate the identification of patients for clinical trial eligibility, minimize false positives that create work, and provide what we call AI leverage to the work of the Clinical Research Associated, Study Nurses, and Physicians, then the burden is lowered.

Automation 147

Automation Large Language Models Algorithm AI Modeling 147

Unite.AI

JANUARY 22, 2025

Evaluating and monitoring models Evaluating and monitoring standalone LLMs is more complex than with traditional standalone ML models. Unlike traditional models, LLM applications are often context-specific, requiring input from subject matter experts for effective evaluation.

Prompt Engineering 203

Prompt Engineering Prompt Engineer Large Language Models LLM 203

Marktechpost

MARCH 7, 2025

Yet, even with all these developments, building and tailoring LLM agents is still a daunting task for most users. The main reason is that AI agent platforms require programming skills, restricting access to a mere fraction of the population.

Automation 88

Automation LLM AI Automation Software Engineer 88

Unite.AI

NOVEMBER 28, 2024

C reative fields , long thought to be uniquely human domains, are now feeling the impact of AI automation. Generative AI models can produce text , artwork , music , and even design layouts, reducing the demand for human writers, designers, and artists.

Robotics 290

Robotics Algorithm AI AI 290

Unite.AI

DECEMBER 16, 2024

Hero AI, Swimlanes suite of AI-powered innovations, amplifies the capabilities of the Swimlane Turbine platform, combining human and machine intelligence to streamline SecOps workflows and maximize ROI. With a private large language model (LLM), Hero AI protects customer data while delivering AI-augmented automation.

Automation 130

Automation Large Language Models AI Automation LLM 130

Flipboard

NOVEMBER 26, 2024

Hallucinations in large language models (LLMs) refer to the phenomenon where the LLM generates an output that is plausible but factually incorrect or made-up. The retrieved information is then provided to the LLM, which uses this external knowledge in conjunction with prompts to generate the final output.

Large Language Models 153

Large Language Models LLM Natural Language Processing Responsible AI 153

AWS Machine Learning Blog

OCTOBER 24, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use- case based workflows with the help of large language models (LLM) as their reasoning engine or brain. Additionally, agents streamline workflows and automate repetitive tasks. Explain the following code in lucid, natural language to me.

Generative AI 93

Generative AI Large Language Models Explainability LLM 93

AWS Machine Learning Blog

NOVEMBER 19, 2024

Amazon Bedrock Agents enables generative AI applications to execute multistep tasks across internal and external resources. Bedrock agents can streamline workflows and provide AI automation to boost productivity. Analysis follows through survival analysis, gene enrichment, evidence gathering, and radio-genomic associations.

Data Analysis 70

Data Analysis Machine Learning Large Language Models ML 70