TheSequence

JANUARY 19, 2025

They highlight the limitations of Monte Carlo estimation-based data synthesis for PRMs and propose a consensus filtering mechanism that integrates this method with LLM-as-a-judge for improved performance and data efficiency 34. Cognition released Devin 1.2 , the new iteration of its AI engineering agent.

Deep Learning 104

Deep Learning Large Language Models LLM Machine Learning 104

Unite.AI

MARCH 7, 2025

When you mention AI, both to a layman and an AI engineer, the cloud is probably the first thing that comes to mind. If all youre using is an LLM for intelligent data extraction and analysis, then a separate server might be overkill. But why, exactly? The Hybrid Model: A Practical Middle Ground?

AI 185

AI AI Algorithm Data Extraction 185

Unite.AI

AUGUST 5, 2024

Once the model exceeds 7 billion parameters, it is generally referred to as a large language model (LLM). The core “skill” (if you might call it that) of an LLM is its ability to predict the most likely next word in an incomplete block of text. But ChatGPT is not the only LLM out there.

LLM 259

LLM AI AI Machine Learning 259

ODSC - Open Data Science

APRIL 1, 2025

Adaptive RAG Systems with Knowledge Graphs: Building Smarter LLM Pipelines David vonThenen, Senior AI/ML Engineer at DigitalOcean Unlock the full potential of Retrieval-Augmented Generation by embedding adaptive reasoning with knowledge graphs.

Neural Network 52

Neural Network LLM Software Engineer AI 52

AWS Machine Learning Blog

MARCH 10, 2025

With this LLM, CreditAI was now able to respond better to broader, industry-wide queries than before. The Q&A handler, running on AWS Fargate, orchestrates the complete query response cycle by coordinating between services and processing responses through the LLM pipeline.

DevOps 91

DevOps Metadata Auto-complete Automation 91

AWS Machine Learning Blog

DECEMBER 4, 2024

Expand to generative AI use cases with your existing AWS and Tecton architecture After you’ve developed ML features using the Tecton and AWS architecture, you can extend your ML work to generative AI use cases. Reach out to set up a meeting with experts onsite about your AI engineering needs.

ML 86

ML Machine Learning Generative AI AI 86

ODSC - Open Data Science

JANUARY 16, 2025

AI Builders LLM Sessions Going on Now, AI Agent Selection, the Top Language Models for 2025, and AI Project Portability Next weeks AI Builders Summit theme isRAG! Theres still time to catch todays LLM sessions! You can also sign up for next weeks RAG talks and tutorials.

LLM 40

LLM Large Language Models AI AI 40

Towards AI

JULY 22, 2024

This book is your roadmap for building production-ready applications using LLMs. It is an essential toolkit for AI engineers to build reliable real-world LLM applications and includes fundamental AI & LLM concepts, many Colab notebooks, hands-on projects, community access, and more.

LLM 128

LLM AI AI Generative AI 128

Towards AI

MARCH 6, 2025

Good morning, AI enthusiasts! Ever since we launched our From Beginner to Advanced LLM Developer course, many of you have asked for a solid Python foundation to get started. Im excited to introduce Python Primer for Generative AI a course designed to help you learn Python the way an AI engineer would.

Python 54

Python Chatbots Large Language Models LLM 54

ODSC - Open Data Science

MARCH 19, 2025

By the end, youll have a solid conceptual foundation and hands-on experience, enabling you to confidently implement autonomous AI in your own projects. Walk away with actionable insights to build reliable, enterprise-grade LLM agents that meet real-world demands.

Software Engineer 52

Software Engineer Software Development AI Engineer AI 52

Unite.AI

SEPTEMBER 1, 2023

The Journey from NLP to Large Language Model (LLM) Technology has been trying to make sense of natural languages for decades now. The result is AI engines that can connect with you in your natural language, understand the emotion and meaning behind your queries, sound like a human being, and respond like one.

Generative AI 144

Generative AI LLM NLP Neural Network 144

Towards AI

JULY 13, 2024

Efficient Strategies to Balance Convenience, Privacy, and Cost Note: this post was written by 3 ML & AI engineers behind the High Learning Rate newsletter. Let’s talk about an important topic: the privacy concern with large language models (LLMs). ChatGPT is a powerful interface, not just an LLM.

Large Language Models 105

Large Language Models AI Engineer ChatGPT Chatbots 105

Towards AI

MAY 30, 2024

Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG” is now available on Amazon! The application topics include prompting, RAG, agents, fine-tuning, and deployment — all essential topics in an AI Engineer’s toolkit.” The defacto manual for AI Engineering.

Prompt Engineer 108

Prompt Engineer Prompt Engineering LLM NLP 108

Towards AI

MARCH 3, 2025

This week, we are excited to announce our most requested course, Python Primer for Generative AI designed to help you learn Python specifically for LLMs, how an AI engineer would. We built this course with three guiding principles: Teach Python skills for LLM development not generic programming.

Python 90

Python Generative AI LLM AI Engineer 90

Flipboard

FEBRUARY 4, 2025

Suddenly, though, it is seemingly possible for a nonprogrammer to simply talk to an LLM or specialized software agent in plain English (or the human language of your choice) and get back a useful prototype in Python (or the programming language of your choice). Here are some of the technologies that are being assembled into a new AI stack.

Software Development 182

Software Development Automation Software Engineer Explainability 182

AWS Machine Learning Blog

FEBRUARY 18, 2025

By using generative AI, engineers can receive a response within 510 seconds on a specific query and reduce the initial triage time from more than a day to less than 20 minutes. Systems security With Amazon Bedrock, you have full control over the data used to customize the FMs for generative AI applications such as RCA.

Generative AI 70

Generative AI ETL LLM AI 70

Unite.AI

NOVEMBER 30, 2023

We soon realized that our contextual NLP system did not compete with ChatGPT, but could actually enhance the LLM experience. Satisfi Labs recently launched a patent for a Context LLM Response System , what is this specifically? This July, we unveiled our patent-pending Context LLM Response System.

Large Language Models 144

Large Language Models LLM NLP Conversational AI 144

Unite.AI

MAY 16, 2024

While you can technically use a large language model (LLM) to decipher them, its output would only be partially accurate at best. That said, relatively accurate AI interpretations aren’t impossible. Text-to-Text Generation The simplest method is text-to-text generation, where an LLM, NLP or ML model analyzes your typed prompts.

AI 157

AI AI Algorithm LLM 157

IBM Journey to AI blog

OCTOBER 14, 2024

Data’s the gas that makes the AI engines hum. ” We wanted to learn more about what unstructured data has in store for AI. ” We wanted to learn more about what unstructured data has in store for AI. “Most data being generated every day is unstructured and presents the biggest new opportunity.”

Business Intelligence 195

Business Intelligence AI AI Machine Learning 195

ODSC - Open Data Science

MARCH 31, 2025

Beyond Benchmarks: Evaluating AI Agents in the RealWorld Sinan Ozdemir, AI & LLM Expert, Author, and Founder + CTO of LoopGenius Benchmarks can only take you so far. This session walks you through designing robust, modular, and observable agent systems that meet enterprise reliability standards.

Software Engineer 52

Software Engineer AI AI Large Language Models 52

ODSC - Open Data Science

FEBRUARY 13, 2025

The AI agent classified and summarized GenAI-related content from Reddit, using a structured pipeline with utility functions for API interactions, web scraping, and LLM-based reasoning. He also demonstrated workflow automation using Koo.ai, highlighting how AI-driven knowledge extraction can enhance research dissemination.

Large Language Models 52

Large Language Models AI AI Automation 52

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. On a smaller scale, some organizations are reallocating gen AI budgets towards headcount savings, particularly in customer service.

Neural Network 256

Neural Network LLM Algorithm NLP 256

TheSequence

JANUARY 15, 2025

Created Using Midjourney In today’s edition of TheSequence Engineering, we are going to discuss one of my favorite AI engineering stacks that I have been actively using in the last few months.

Large Language Models 59

Large Language Models LLM AI Engineer AI 59

Marktechpost

DECEMBER 25, 2023

With a modest footprint, this library encapsulates the essence of prompt chaining, allowing developers to weave complicated chains of LLM interactions effortlessly. Garnering 986 GitHub stars, 62 forks, and engaging contributions from 6 collaborators, the library has piqued the interest of AI engineers and enthusiasts alike.

Large Language Models 120

Large Language Models Python AI Engineer LLM 120

ODSC - Open Data Science

OCTOBER 24, 2024

Time is running out to get your pass to the can’t-miss technical AI conference of the year. Our incredible lineup of speakers includes world-class experts in AI engineering, AI for robotics, LLMs, machine learning, and much more. Register here before we sell out!

ML 52

ML LLM Data Science Robotics 52

Unite.AI

MAY 20, 2024

We also anonymize relevant queries prior to submitting them to the LLM. Finally, we run a post-processing step after retrieving the answer from the LLM to ensure it is properly formatted and presented to our customers. In the event the output is not as anticipated, we will serve an alternative message to the customer.

Machine Learning 144

Machine Learning AI Strategy LLM Categorization 144

NVIDIA

MAY 23, 2023

Generative AI — in the form of large language model (LLM) applications like ChatGPT, image generators such as Stable Diffusion and Adobe Firefly, and game rendering techniques like NVIDIA DLSS 3 Frame Generation — is rapidly ushering in a new era of computing for productivity, content creation, gaming and more.

Generative AI 145

Generative AI Large Language Models Deep Learning AI 145

Marktechpost

MARCH 17, 2025

The LLM layer, initially based on Llama 8B, was expanded to include 14 languages, necessitating the rebuilding of tokenizers. Secondly, it enhances accuracy by fusing ASR with the LLM layer, improving performance, especially for short and long speeches. million hours of publicly available data. Use Cases Gnani.ai

LLM 63

LLM Large Language Models AI Engineer AI 63

Heartbeat

OCTOBER 26, 2023

The typical workflow is as follows: Choose either an LLM or a Chat model; this depends on your use case Construct a prompt that you customize as the inputs Send the input to the LLM or Chat model Parse outputs with output parsers, if needed Want to build real-world applications with LLMs?

AI Engineer 52

AI Engineer Machine Learning LLM OpenAI 52

ODSC - Open Data Science

MAY 23, 2024

Previously Haguy was the VP of Engineering at Mosaic ML, which was acquired by Databricks in 2023. Hagay has also held AI engineering leadership roles at Meta, AWS, and GE Healthcare. This results in faster processing and potentially better performance compared to traditional LLM architectures.

Large Language Models 52

Large Language Models Data Science LLM AI Engineer 52

TheSequence

JANUARY 23, 2025

We know who the leaders are in the general purpose LLM game and investors and founders are seeing that value is accruing up the stack where companies are much more capital efficient and can deliver value to the end user. The more code that is written by AI the more one needs to analyze to secure that code.

AI 69

AI AI Generative AI Automation 69

ODSC - Open Data Science

FEBRUARY 5, 2025

This problem often stems from inadequate user value, underwhelming performance, and an absence of robust best practices for building and deploying LLM tools as part of the AI development lifecycle. Engineering scalable and adaptable solutions. Emerging tools, tailored to LLMs unique challenges, are becoming indispensable.

AI Developer 52

AI Developer AI Development LLM Data Drift 52

The MLOps Blog

AUGUST 15, 2024

The distributed structure of agentic networks adds another level of complexity, which is not yet addressed fully by LLM observability tools and practices. I recently gave a talk about thi s topic at the AI Engineer World’s Fair 2024 in San Francisco, which I’ll summarize in this article. Observability is invaluable in LLMOps.

LLM 59

LLM Prompt Engineer Prompt Engineering AI Engineer 59

Towards AI

DECEMBER 19, 2024

This week in Whats AI, we dive into what precisely a vector database is, how it stores and searches data, the difference between indexing and a database, and the newest trends in vector databases. These are all really useful concepts for an AI engineer today playing with LLMs. This article examines data leakage in LLMs.

Data Ingestion 105

Data Ingestion Explainability AI Researcher AI Research 105

Towards AI

AUGUST 27, 2024

A lot of time is spent on gathering and cleaning the training data for LLMs, yet the end result is often still raw/dirty. Microsoft is experimenting to see how much an LLM can learn from less but higher-quality training data. A lot of people call themselves “AI Engineers.” The focus on data quality was paramount.

OpenAI 105

OpenAI Data Quality AI Engineer LLM 105

Robot Writers AI

JUNE 23, 2024

.’ In other news and analysis on AI writing: *In-Depth Guide: New AI Writer Challenger: Close Enough to Make ChatGPT Yawn: Reviewer Jayric Maning finds that while that Llama3 AI chatbot is no slouch, it still comes in behind market leader ChatGPT.

ChatGPT 105

ChatGPT Robotics AI AI 105

Robot Writers AI

SEPTEMBER 8, 2024

*Pocket Change: New AI Chatbot Challenges ChatGPT at $10/Month: Ninja SuperGPT AI Assistant — a direct competitor to ChatGPT — now has a million users, according to Babak Pahlavan, CEO, NinjaTechAI. One of those AI engines — also known as Large Language Models — is its own Ninja-LLM 3.0,

Artificial Intelligence 59

Artificial Intelligence Artificial Intelligence ChatGPT Large Language Models 59