Snorkel AI

FEBRUARY 9, 2024

In my capacity as a machine learning researcher, I’ve observed a profound paradigm shift in the field of AI development. We are transitioning from a focus on the models and algorithms that underpin AI to a greater emphasis on the data that powers these models. The key to bridging that gap lies in data development.

AI Development 52

AI Development AI Developer Data Scientist LLM 52

Snorkel AI

FEBRUARY 9, 2024

In my capacity as a machine learning researcher, I’ve observed a profound paradigm shift in the field of AI development. We are transitioning from a focus on the models and algorithms that underpin AI to a greater emphasis on the data that powers these models. The key to bridging that gap lies in data development.

AI Development 52

AI Development AI Developer Data Scientist LLM 52

Marktechpost

OCTOBER 18, 2024

As a result, the potential for real-time optimization of agentic systems could be improved, slowing their progress in real-world applications like code generation and software development. The lack of effective evaluation methods poses a serious problem for AI research and development.

Large Language Models 111

Large Language Models LLM AI Development AI Developer 111

Unite.AI

SEPTEMBER 18, 2024

Advanced Code Generation and Analysis: The models excel at coding tasks, making them valuable tools for software development and data science. Responsible Development: The company remains committed to advancing safety and neutrality in AI development. Visit Claude 3 → 2.

Large Language Models 300

Large Language Models Natural Language Processing OpenAI Artificial Intelligence 300

Towards AI

NOVEMBER 5, 2024

What happened this week in AI by Louie This week, we saw many more incremental model updates in the LLM space, together with further evidence of LLM coding assistants gaining traction. Microsoft’s GitHub Copilot is also enhancing its LLM-powered coding toolkit and expanding beyond its OpenAI dependency. and Gemini 1.5

LLM 95

LLM OpenAI Prompt Engineer Prompt Engineering 95

Unite.AI

AUGUST 1, 2024

For instance, Turing's experiments with AI developer tools showed a 33% increase in developer productivity, hinting at even greater potential. Real-World Applications and Effects One of the most promising applications of AGI lies in the field of software development.

Software Development 200

Software Development Software Engineer Automation Large Language Models 200

Marktechpost

MAY 27, 2024

Symflower has recently introduced DevQualityEval , an innovative evaluation benchmark and framework designed to elevate the code quality generated by large language models (LLMs). This release will allow developers to assess and improve LLMs’ capabilities in real-world software development scenarios.

Large Language Models 111

Large Language Models Software Development Software Engineer LLM 111

Marktechpost

OCTOBER 6, 2024

Large Language Models (LLMs) generate code aided by Natural Language Processing. There is a growing application of code generation in complex tasks such as software development and testing. Traditionally, LLMs have trained on supervised learning algorithms employing large labelled datasets. Let’s collaborate!

Large Language Models 111

Large Language Models Natural Language Processing Software Engineer Algorithm 111

NVIDIA

NOVEMBER 12, 2024

NVIDIA software — NVIDIA AI Enterprise for building and deploying AI agents and NVIDIA Omniverse for bringing AI into the physical world — is playing a crucial role in supporting Japan’s transformation into a global hub for AI development.

Robotics 112

Robotics AI AI Automation 112

Unite.AI

NOVEMBER 6, 2024

This modular design makes AutoGen a powerful tool for both simple and complex AI projects. Key Agent Types: Assistant Agent : An LLM-powered assistant that can handle tasks such as coding, debugging, or answering complex queries. Developers must implement robust security measures to prevent unauthorized actions.

Automation 147

Automation Software Engineer Python AI 147

Snorkel AI

APRIL 11, 2024

Combining our programmatic data development platform, Snorkel Flow, with hands-on support from our team of AI experts, Snorkel Custom engagements start with co-development of custom, use-case specific evaluation benchmarks, and end with a production quality LLM tuned on your unique data, and optimized for your unique use case.

LLM 80

LLM Chatbots Software Development AI Development 80

AWS Machine Learning Blog

JUNE 21, 2024

Providing AI Investigator internally to the eSentire SOC workbench has also accelerated eSentire’s investigation process by improving the scale and efficacy of multi-telemetry investigations. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

Generative AI 117

Generative AI LLM AI AI 117

NVIDIA

MARCH 13, 2024

LLMs are widely used in language translation apps such as DeepL , which uses AI and machine learning to provide accurate outputs. Medical researchers are training LLMs on textbooks and other medical data to enhance patient care. Retailers are leveraging LLM-powered chatbots to deliver stellar customer support experiences.

Large Language Models 123

Large Language Models Chatbots LLM AI 123

Snorkel AI

APRIL 11, 2024

Combining our programmatic data development platform, Snorkel Flow, with hands-on support from our team of AI experts, Snorkel Custom engagements start with co-development of custom, use-case specific evaluation benchmarks, and end with a production quality LLM tuned on your unique data, and optimized for your unique use case.

LLM 52

LLM Chatbots Software Development AI Development 52

Topbots

JULY 29, 2024

Here are the courses we cover: Generative AI for Everyone by DeepLearning.ai Introduction to Generative AI by Google Cloud Generative AI: Introduction and Applications by IBM ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai LangChain for LLM Application Development by LangChain and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

NVIDIA

SEPTEMBER 21, 2023

NVIDIA RTX AI tech demonstrates a staggering 10x faster speeds in distinct workflows when juxtaposed against its competitors. NVIDIA provides various AI tools, apps and software development kits designed specifically for creators.

LLM 126

LLM AI AI Chatbots 126

Snorkel AI

JULY 22, 2024

This is an important milestone for the AI development stack. For AI to flourish in the enterprise, businesses need to have choices. AI development teams can access Meta’s industry-leading Llama 3.1 Paired with Snorkel Flow’s data development capabilities, the LLama 3.1 appeared first on Snorkel AI.

LLM 52

LLM Large Language Models Software Development Data Scientist 52

Snorkel AI

JULY 23, 2024

This is an important milestone for the AI development stack. For AI to flourish in the enterprise, businesses need to have choices. AI development teams can access Meta’s industry-leading Llama 3.1 Paired with Snorkel Flow’s data development capabilities, the LLama 3.1 appeared first on Snorkel AI.

LLM 52

LLM Software Development Data Scientist AI Modeling 52

Marktechpost

SEPTEMBER 12, 2024

OpenAI has once again pushed the boundaries of AI with the release of OpenAI Strawberry o1 , a large language model (LLM) designed specifically for complex reasoning tasks. OpenAI o1 represents a significant leap in AI’s ability to reason, think critically, and improve performance through reinforcement learning.

OpenAI 116

OpenAI Large Language Models AI AI 116

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

AWS Machine Learning Blog

MAY 9, 2024

Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The company is committed to ethical and responsible AI development, with human oversight and transparency.

Insight Engine 131

Insight Engine Generative AI LLM AI 131

NVIDIA

JUNE 19, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible and showcases new hardware, software, tools and accelerations for NVIDIA RTX PC and workstation users. The demand for tools to simplify and optimize generative AI development is skyrocketing.

AI 100

AI AI Generative AI Large Language Models 100

Chatbots Life

MAY 16, 2023

Master of Code proposes to create a Proof of Concept (POC) within 2 weeks after the request to explore the advantages of using a Generative AI chatbot in your company. 10Clouds is a software consultancy, development, ML, and design house based in Warsaw, Poland.

Generative AI 98

Generative AI Chatbots Conversational AI Software Development 98

O'Reilly Media

AUGUST 8, 2023

Three search terms stand out: Generative AI, LLM, and Langchain all follow similar curves: they start off with relatively moderate growth that suddenly becomes much steeper in February, 2023. That makes sense; although it’s still early, Langchain looks like it will be the cornerstone of LLM-based software development.

ChatGPT 75

ChatGPT Large Language Models Machine Learning LLM 75

Snorkel AI

JUNE 12, 2023

The Snorkel team’s mission over the last eight-plus years has been to make AI data development first-class and programmatic so that it can look more like an afternoon of software development than months of outsourced manual annotation.

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

Snorkel AI

JUNE 12, 2023

The Snorkel team’s mission over the last eight-plus years has been to make AI data development first-class and programmatic so that it can look more like an afternoon of software development than months of outsourced manual annotation.

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

Dlabs.ai

NOVEMBER 2, 2023

The rapid rise of artificial intelligence is causing more and more people to ask: “Will AI replace my job?” ” Among them are programmers who see the enormous potential of AI in software development. But what can be done to avoid falling out of favor and being replaced by AI?

ChatGPT 52

ChatGPT LLM Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

NOVEMBER 7, 2024

Prompt chaining – Generative AI developers often use prompt chaining techniques to break complex tasks into subtasks before sending them to an LLM. A centralized service that exposes APIs for common prompt-chaining architectures to your tenants can accelerate development.

Generative AI 107

Generative AI AI AI Responsible AI 107

Topbots

SEPTEMBER 11, 2023

AI development is a highly collaborative enterprise. In traditional software development, you work with a relatively clear dichotomy consisting of the backend and the frontend components. Your product then fills this information into a carefully crafted prompt template and asks the LLM to generate the text.

UX Design 59

UX Design AI AI Automation 59

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Generative AI 137

Generative AI LLM ML AI 137

AWS Machine Learning Blog

NOVEMBER 19, 2024

As models evolve and new use cases emerge, organizations must be proactive in refining and adapting their guardrails to maintain effectiveness and alignment with their responsible AI policies. To address this challenge, we recommend builders adopt a test-driven development (TDD) approach when building and maintaining their guardrails.

Automation 91

Automation Responsible AI Generative AI Software Development 91

AWS Machine Learning Blog

APRIL 29, 2024

In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows. This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons.

ML 119

ML Python Data Scientist Deep Learning 119

Unite.AI

MAY 28, 2024

Before MonsterAPI, he ran two startups, including one that developed a wearable safety device for women in India, in collaboration with the Government of India and IIT Delhi. Our Mission has always been “to help software developers fine-tune and deploy AI models faster and in the easiest manner possible.”

Auto-complete 147

Auto-complete LLM Software Development AI Modeling 147

NVIDIA

NOVEMBER 17, 2023

NVIDIA and cloud service provider (CSP) Scaleway are working together to deliver access to GPUs, NVIDIA AI Enterprise software, and services for turbocharging large language models (LLMs) and generative AI development for European startups.

Metadata 123

Metadata Large Language Models Generative AI Software Development 123

Topbots

SEPTEMBER 10, 2024

Open-source aproaches are crucial for fostering transparency and ethical AI development, as greater scrutiny of the code can help uncover biases, bugs, and security vulnerabilities. However, there are valid concerns about the potential misuse of open-source AI to generate disinformation and other harmful content.

Robotics 107

Robotics Software Development AI AI 107

NVIDIA

DECEMBER 6, 2023

Some NVIDIA experts in AI predict that 2024 will be all about phoning a friend — creating partnerships and collaborations with cloud service providers, data storage and analytical companies, and others with the know-how to handle, fine-tune and deploy big data efficiently. Large language models are at the center of it all.

Robotics 125

Robotics Generative AI Large Language Models ML 125