AWS Machine Learning Blog

FEBRUARY 19, 2025

To address these challenges, were introducing Automated Reasoning checks in Amazon Bedrock Guardrails (preview.) Automated Reasoning checks can detect hallucinations, suggest corrections, and highlight unstated assumptions in the response of your generative AI application. What is Automated Reasoning and how does it help?

Automation 79

Automation Explainability Auto-complete Generative AI 79

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. two areas: statistical (which includes LLMs) and symbolic (aka automated reasoning). However, what we ended up creating is industry-agnostic.

Automation 165

Automation Algorithm Explainability Large Language Models 165

Unite.AI

JANUARY 13, 2025

Some companies misrepresent their capabilities, branding basic automation or human-driven processes as AI-powered. Clear definitions and enforceable standards for what qualifies as AI are long overdue. While AI continues to make real strides, the industry faces a credibility crisis fueled by overhyped claims.

Artificial Intelligence 221

Artificial Intelligence Artificial Intelligence Machine Learning Natural Language Processing 221

AWS Machine Learning Blog

DECEMBER 10, 2024

To maximize accuracy, review the best practices for configuring OpenAPI schema definitions for custom plugins. After the custom plugin is deployed, Amazon Q Business will dynamically determine the appropriate APIs to call to accomplish a user-requested task.

Automation 97

Automation Software Engineer Generative AI AI 97

Unite.AI

DECEMBER 20, 2023

5G technology offers several advantages that make it particularly well-suited for use with automation technologies. This is crucial for real-time communication and control in automation applications. This is essential for the Internet of Things (IoT) and the increasing number of interconnected devices in automated systems.

Automation 305

Automation Robotics Data Analysis Artificial Intelligence 305

AI News

JUNE 17, 2024

Among the over 50 NVIDIA research projects being presented, two papers have been selected as finalists for CVPR’s Best Paper Awards – one exploring the training dynamics of diffusion models and another on high-definition maps for self-driving cars. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

Visual AI 350

Visual AI Robotics Computer Vision Big Data 350

Unite.AI

JANUARY 30, 2025

The platform automatically analyzes metadata to locate and label structured data without moving or altering it, adding semantic meaning and aligning definitions to ensure clarity and transparency. This transparency, combined with automated data validation, ensures deterministic, hallucination-free answers.

Automation 147

Automation Metadata Explainability Data Scientist 147

AI News

MARCH 31, 2025

AI systems also ‘hallucinate’ by generating false information when they dont have a definitive answer. The comprehensive event is co-located with other leading events including Intelligent Automation Conference , BlockX , Digital Transformation Week , and Cyber Security & Cloud Expo.

AI 218

AI AI Big Data Natural Language Processing 218

Unite.AI

MARCH 13, 2025

AI avatar generators have become useful tools for streaming and other forms of AI content creation , such as enhancing presentations, automating video production, or establishing a unique on-screen persona. Integration-friendly API access and CRM integration enable automated personalized video messages (e.g., Visit Pipio 7.

AI 248

AI AI Explainability Automation 248

Unite.AI

JANUARY 8, 2025

The focus on simplicity and automation ensured that everyone, regardless of their expertise, could easily produce high-quality videos. By automating the heavy lifting, creators can focus on their ideas and creativity without getting bogged down by costly, complicated tools.

Automation 162

Automation Generative AI AI AI 162

Towards AI

DECEMBER 24, 2024

Moving beyond AI tools to automating high-value processes! The definition of agentic is used to describe something that exhibits the behaviour of an… Read the full blog for free on Medium. Last Updated on December 24, 2024 by Editorial Team Author(s): Omer Mahmood Originally published on Towards AI.

Large Language Models 111

Large Language Models Automation AI Tools AI Modeling 111

Flipboard

MARCH 23, 2025

We may not have an agreed-upon definition of AI agent yet, but a multitude of startups want to create agentic tools to automate various tasks online. One such firm, Browser Use, has attracted a ton of interest from developers and investors thanks to its solution that makes websites more

Automation 181

Automation AI AI Machine Learning 181

Unite.AI

APRIL 3, 2025

Rather than debating abstract definitions of an “agent,” let's focus on practical implementation challenges and the capability spectrum that development teams are navigating today. This six-level framework (L0-L5) provides developers with a practical lens to evaluate and plan their AI implementations.

Prompt Engineer 147

Prompt Engineer Prompt Engineering Software Engineer Explainability 147

O'Reilly Media

JANUARY 17, 2023

Figuring out what kinds of problems are amenable to automation through code. Companies build or buy software to automate human labor, allowing them to eliminate existing jobs or help teams to accomplish more. Because if companies use code to automate business rules, they use ML/AI to automate decisions. Building Models.

Automation 145

Automation Robotics Data Scientist ML 145

Unite.AI

FEBRUARY 27, 2025

I frequently ask ChatGPT to help me formulate Windows PowerShell scripts and BAT files to automate processes, as well as on other technical matters. A smaller subset of these conversations, which demonstrated definitive contextual privacy violations, were analyzed further.

LLM 205

LLM ChatGPT OpenAI Large Language Models 205

AWS Machine Learning Blog

MARCH 14, 2025

This integration brings Anthropics visual perception capabilities as a managed tool within Amazon Bedrock Agents, providing you with a secure, traceable, and managed way to implement computer use automation in your workflows. With computer use, Amazon Bedrock Agents can automate tasks through basic GUI actions and built-in Linux commands.

Automation 131

Automation Software Engineer Generative AI Machine Learning 131

Unite.AI

NOVEMBER 20, 2024

Pros and Cons Automates video editing, saving significant time. By automating these tasks, Munch streamlines the content creation process so creators can efficiently repurpose existing videos and extend their reach across various platforms! However, it requires Internet, lacks advanced editing features, and is relatively expensive.

Automation 147

Automation AI AI Natural Language Processing 147

Towards AI

DECEMBER 24, 2024

Moving beyond AI tools to automating high-value processes! The definition of agentic is used to describe something that exhibits the behaviour of an… Read the full blog for free on Medium. Author(s): Omer Mahmood Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium.

Large Language Models 103

Large Language Models Automation AI Tools AI Modeling 103

AI Impacts

JANUARY 4, 2024

As always, our questions about ‘high level machine intelligence’ (HLMI) and ‘full automation of labor’ (FAOL) got very different answers, and individuals disagreed a lot (shown as thin lines below), but the aggregate forecasts for both sets of questions dropped sharply. (Fig

Large Language Models 351

Large Language Models AI Research AI Researcher AI 351

Flipboard

FEBRUARY 10, 2025

Unlike traditional systems, which rely on rule-based automation and structured data, agentic systems, powered by large language models (LLMs), can operate autonomously, learn from their environment, and make nuanced, context-aware decisions. Task definition (count_task) This is a task that we want this agent to execute.

LLM 160

LLM AI AI Python 160

IBM Journey to AI blog

SEPTEMBER 19, 2023

For a long time, there wasn’t a good standard definition of observability that encompassed organizational needs while keeping the spirit of IT monitoring intact. Eventually, the concept of “Observability = Metrics + Traces + Logs” became the de facto definition.

Automation 236

Automation DevOps Artificial Intelligence Artificial Intelligence 236

Unite.AI

JANUARY 17, 2025

By building Liners definition of agent from scratch, we were able to create a robust and stable framework for understanding what an agent really is. Our strength lay in leveraging our proprietary datasets, the technical insights gained during the agent definition process, and our implementation expertise.

LLM 130

LLM Automation ChatGPT AI 130

AssemblyAI

SEPTEMBER 12, 2023

Automated content scanning : Data creation never sleeps, but your employees do. This broadens the spectrum of media monitoring to include podcasts, videos, radio, and broadcasts. AI-powered tools continuously scan extensive amounts of data across various platforms, ensuring no mention or relevant content is missed.

Categorization 130

Categorization AI AI AI Modeling 130

Unite.AI

MARCH 31, 2025

Googles definition of open is restrictive, particularly when compared to more open-source models like Llama. These capabilities help improve customer interaction, automate support systems, and streamline communication workflows. This makes Gemma 3 more versatile, with applications beyond low-resource settings.

Natural Language Processing 191

Natural Language Processing OpenAI AI AI 191

Unite.AI

MARCH 6, 2025

These tools cover a range of functionalities including predictive analytics for lead prospecting, automated property valuation, intelligent lead nurturing, virtual staging, and market analysis. The platform delivers daily leads and contact information for predicted sellers, along with automated outreach tools.

AI 182

AI AI Automation Algorithm 182

Unite.AI

JUNE 14, 2023

Coming Disruptions Enabled by GenAI Generative AI has the potential to disrupt the application security ecosystem in several ways: Automated Vulnerability Detection : Traditional vulnerability scanning tools often rely on manual rule definition or limited pattern matching.

LLM 275

LLM Generative AI Machine Learning Automation 275

Marktechpost

AUGUST 3, 2024

LyzrCore introduces Lyzr Automata , which represents a significant advancement in the field of process automation, offering a low-code multi-agent framework designed to streamline complex workflows. Lyzr Automata stands as an innovative autonomous multi-agent framework tailored for advanced process automation.

Automation 104

Automation AI Modeling OpenAI AI 104

Towards AI

JULY 8, 2024

This guide­ explains IoT home automation parts, bene­fits, and set up. What are­ IoT and Home Automation? IoT links devices to the­ internet and each othe­r for automation. Home automation uses IoT for smart control of lights, climate, se­curity, and appliances. It makes homes more­ convenient, efficie­nt, and automated.

Automation 99

Automation Explainability AI AI 99

Marktechpost

AUGUST 4, 2024

Addressing this issue, researchers have introduced automated techniques to generate a broad spectrum of environments and planning tasks, thus enriching the training datasets for LLM-based agents. These results underscore the effectiveness of AGENTGEN in enhancing the capabilities of LLM-based agents, regardless of the specific model used.

Automation 117

Automation LLM Large Language Models Artificial Intelligence 117

AWS Machine Learning Blog

FEBRUARY 21, 2025

Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, make decisions, and act independently. At AWS, were using the power of models in Amazon Bedrock to drive automation of complex processes that have traditionally been challenging to streamline.

Categorization 86

Categorization IDP Generative AI Automation 86

Aiiot Talk

MAY 3, 2023

It’s an umbrella term for AI that produces content, which is a versatile definition. This tech opens the door for new and diverse outputs, from creating entirely new products and services to automating a wide range of tasks. AI automation cuts costs and improves your company’s bottom line.

Artificial Intelligence 246

Artificial Intelligence Artificial Intelligence Generative AI Automation 246

Unite.AI

NOVEMBER 22, 2024

Automating and smoothing out various tasks in this area, AI-powered testing tools can do the work of identifying bugs and inconsistencies before they can present a problem. This frees up the product manager to worry about quality assurance and product consistency.

Data Analysis 147

Data Analysis AI AI Artificial Intelligence 147

IBM Journey to AI blog

JANUARY 8, 2024

Event triggers are used to automate workflows or decisions, allowing businesses to generate notifications so appropriate actions can be taken as swiftly as situations are detected. Flexible and customizable Kafka configurations can be automated by using a simple user interface. Ready to take the next step?

Automation 231

Automation Data Quality Explainability 231

Unite.AI

SEPTEMBER 22, 2023

About 10 years ago or so, automated data warehousing as in using software products to build data models, to build data warehouses, and to populate it started and it has accelerated quite a bit in the recent past I would say about going back two to three years, and the focus is on automation.

Large Language Models 278

Large Language Models Automation Artificial Intelligence Artificial Intelligence 278

Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. MetaGPT also uses “ Role Definitions ” to initiate various specialized agents such as Product Managers, Architects, etc. as we discussed above.

Python 328

Python Software Development OpenAI Software Engineer 328

AWS Machine Learning Blog

JUNE 25, 2024

When the automated content processing steps are complete, you can use the output for downstream tasks, such as to invoke different components in a customer service backend application, or to insert the generated tags into metadata of each document for product recommendation.

Automation 124

Automation Prompt Engineer Prompt Engineering Categorization 124

IBM Journey to AI blog

FEBRUARY 26, 2024

Will it be automated or manual? What they might or might not have in place is the automated mechanism that redirects traffic to those redundant systems when a core service goes down. Or will you failover to another provider, maintaining a seamless user experience? On the back-end, how will that failover process work?

Automation 254

Automation 254