AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project?

Robotics 226

Robotics LLM Prompt Engineer Prompt Engineering 226

Marktechpost

NOVEMBER 28, 2023

Despite the emphasis on complex tasks, researchers argue that difficulty levels for humans do not necessarily challenge LLMs. To address this challenge, a new model called GAIA has been introduced. It is a General AI Assistant that focuses on real-world questions, avoiding LLM evaluation pitfalls.

AI Researcher 121

AI Researcher AI Research NLP AI 121

Marktechpost

NOVEMBER 14, 2023

Also, don’t forget to join our 32k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter. We are also on Telegram and WhatsApp.

NLP 122

NLP LLM AI Modeling Large Language Models 122

Marktechpost

DECEMBER 12, 2023

They propose distinct guidelines for labeling LLM output (responses from the AI model) and human requests (input to the LLM). Using the ability of LLM models to obey commands, they can accomplish this with just one model. They’ve also launched Purple Llama.

Generative AI 102

Generative AI AI Modeling Large Language Models LLM 102

Marktechpost

JULY 14, 2023

However, as Mithril Security’s latest LLM-powered penetration test shows, adopting the newest algorithms can also have significant security implications. Researchers from Mithril Security, a corporate security platform, discovered they could poison a typical LLM supply chain by uploading a modified LLM to Hugging Face.

LLM 97

LLM Large Language Models Algorithm AI 97

AI Weekly

MAY 2, 2024

In the News Coalition of news publishers sue Microsoft and OpenAI A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. Planning a GenAI or LLM project?

OpenAI 147

OpenAI Natural Language Processing Robotics LLM 147

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? AI’s dark side explained We live in a world where anything seems possible with AI.

Robotics 207

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 207

Marktechpost

AUGUST 12, 2023

Though the original research failed to offer feedback on model output production on complicated tasks like math and reasoning, only providing general feedback on the output response, a more recent work by researchers instruction-tunes an LLM to create self-feedback on its replies.

Large Language Models 97

Large Language Models AI Modeling LLM AI 97

Unite.AI

JANUARY 15, 2024

Beyond monetary concerns, the environmental impact is substantial as training a generative AI model such as LLM emitting about 300 tons of CO2. Despite training, utilization of generative AI also carries a significant energy demand. The post What Does Quantum Computing Hold for Generative AI?

Generative AI 324

Generative AI AI AI AI Modeling 324

Marktechpost

JULY 2, 2023

Thus, exposure to a broader range of knowledge allows LLMs to provide more accurate and contextually relevant answers to user queries. Yet, despite the numerous potential use cases, most available open-source LLMs, ranging from Meta’s LLaMA to MosaicML’s MPT LLM models, have been trained on sequences with a maximum of 2K tokens.

LLM 107

LLM Large Language Models AI Tools Artificial Intelligence 107

Marktechpost

AUGUST 12, 2023

Close examination reveals that they still need to catch up to the ideal LLM, particularly in downstream applications that are specifically targeted. Because of the restricted computing available, a generic distillation can only create a superficial approximation of the original LLM across all conceivable applications.

Large Language Models 98

Large Language Models AI Modeling LLM Natural Language Processing 98

IBM Journey to AI blog

JANUARY 11, 2024

While a generalized LLM may provide reasonable general suggestions for how to improve an app or easily churn out a standard enrollment form or code an asteroids-style game, the functional integrity of a business application depends heavily on what machine learning data the AI model was trained with. Transformation.

Generative AI 271

Generative AI AI AI DevOps 271

Unite.AI

OCTOBER 18, 2023

This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community. The direction in which the community leans has profound implications for AI research.

Large Language Models 303

Large Language Models AI AI Generative AI 303

Marktechpost

FEBRUARY 23, 2024

Two standout techniques in this realm are ASK-LLM and DENSITY sampling. ASK-LLM leverages the model’s zero-shot reasoning capabilities to evaluate the usefulness of each training example. This innovative approach allows the model to self-select its training data based on a predetermined set of quality criteria.

Large Language Models 91

Large Language Models Machine Learning LLM AI Modeling 91

TheSequence

JUNE 7, 2023

Today, it seems to me, that the most exciting and challenging problems are in AI. 🛠 ML Work Humanloop is one of the emerging platforms in the LLM application development space. I’ve believed for a long time now that foundational AI models, like GPT-3/4, are the start of the next big computing platform.

LLM 72

LLM Machine Learning Generative AI Prompt Engineer 72

Marktechpost

AUGUST 17, 2023

Researchers prefer to use open-source models to produce synthetic data and avoid utilizing data with restrictive licenses. They compare four common databases of code instructions: xP3x, which compiles results from widely used code benchmarks A lax Code LLM enables Independent data generation by scholars.

Large Language Models 90

Large Language Models AI Modeling Python LLM 90

NVIDIA

NOVEMBER 15, 2023

“We always planned to have a nicer sounding name, but when it came time to write the paper, no one had a better idea,” said Lewis, who now leads a RAG team at AI startup Cohere. Retrieval-augmented generation is a technique for enhancing the accuracy and reliability of generative AI models with facts fetched from external sources.

LLM 136

LLM Generative AI AI Modeling Neural Network 136

Marktechpost

SEPTEMBER 14, 2023

They are built upon the foundations of traditional unimodal language models, like GPT-3, while incorporating additional capabilities to handle different data types. However, multimodal LLMs may require a large amount of data to perform well, making them less sample-efficient than other AI models.

Large Language Models 127

Large Language Models LLM Chatbots AI Researcher 127

Marktechpost

SEPTEMBER 1, 2023

The researchers clarify key terms and present a comprehensive bibliography of academic and real-world examples for each broad area. The paper explains why any technique for addressing undesirable LLM behaviors that do not completely eradicate them renders the model vulnerable to adversarial quick attacks. Check out the Paper.

Large Language Models 138

Large Language Models Neural Network Natural Language Processing LLM 138

Marktechpost

JANUARY 4, 2024

Techniques like checkpointing, designed to save the training state periodically, and strategies including elastic training and redundant computation, mainly address individual aspects of LLM training failures. Unicron’s methodology is an embodiment of innovation in LLM training resilience.

Computational Linguistics 119

Computational Linguistics Large Language Models LLM BERT 119

Marktechpost

JULY 12, 2023

Even though new models are being released every week, the community still struggles to benchmark them properly. Since LLM assistants’ concerns are often vague, creating a benchmarking system that can automatically assess the quality of their answers is difficult. Human evaluation via pairwise comparison is often required here.

AI Modeling 52

AI Modeling LLM Chatbots AI Tools 52

AssemblyAI

AUGUST 3, 2023

From the large-scale proliferation of biased or false information to risks of psychological distress for chatbot users, the potential for misuse of language models is a subject of intense debate. Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior.

LLM 238

LLM Chatbots ChatGPT OpenAI 238

AI Weekly

MARCH 28, 2024

wccftech.com Research Effective Integration of Artificial Intelligence in Medical Education The objective of this chapter is to fill this gap by offering practical tips and actionable insights for incorporating AI into medical education, encompassing practical, ethical, pedagogical, and professional implications.

Robotics 205

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 205

Unite.AI

OCTOBER 23, 2023

In a world where technology is ever-evolving, NVIDIA once again demonstrates its prowess with a groundbreaking advancement: the Eureka AI agent. This cutting-edge tool isn't just any AI model – it’s transforming the realm of robotics, equipping them with the capacity to master intricate tasks that were once deemed too complex.

Robotics 276

Robotics Large Language Models Algorithm LLM 276

NYU Center for Data Science

AUGUST 21, 2023

While on one hand, the large language model (LLM) can ace tests for machine intelligence, a study “ The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain ” published this May in Transactions on Machine Learning Research (TMLR) found the AI program gets easily stumped by simple visual logic puzzles.

LLM 73

LLM Large Language Models Data Science ChatGPT 73

TheSequence

FEBRUARY 25, 2024

. 📝 Editorial: Google Goes Small and Open Source with Gemma Generative AI is transforming everything, but it's hard to lead the revolution with 70B parameters at a time! LLMs feel magical until you spend weeks trying to fine-tune a massively large model. billion valiation.

LLM 114

LLM Generative AI OpenAI ML 114

AI Weekly

AUGUST 31, 2023

zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% forbes.com The AI Financial Crisis Theory Demystified Rather than focusing on whether the U.S. zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% dailymail.co.uk dailymail.co.uk dailymail.co.uk

Generative AI 193

Generative AI Robotics Artificial Intelligence Artificial Intelligence 193

ODSC - Open Data Science

DECEMBER 14, 2023

Photo Mosaics with Nearest Neighbors: Machine Learning for Digital Art In this post, we focus on a color-matching strategy that is of particular interest to a data science or machine learning audience because it utilizes a K-nearest neighbors (KNN) modeling approach. Essential AI Raises $56.5 GPU, and more AI research papers.

Machine Learning 97

Machine Learning Data Science Artificial Intelligence Artificial Intelligence 97

Marktechpost

JULY 2, 2023

As a result, most language models now in use show limits on tasks that need visual reasoning and grounding and are also unable to generate visuals. In this article, they demonstrate how to effectively use a frozen LLM’s capabilities for multimodal (picture and text) input and output.

Large Language Models 52

Large Language Models AI Modeling LLM AI 52

Marktechpost

APRIL 6, 2024

With its distinctive linguistic structure and deep cultural context, Korean has often posed a challenge for conventional English-based LLMs, prompting a shift toward more inclusive and culturally aware AI research and development.

Large Language Models 99

Large Language Models BERT LLM OpenAI 99

Marktechpost

JULY 9, 2023

Enterprise customers in China can now participate in a beta test of the state-of-the-art generative AI model. Tongyi Wanxiang (literally “tens of thousands of images”) is a state-of-the-art AI image-generating model now in beta development and offered to enterprise customers in China.

Artificial Intelligence 102

Artificial Intelligence Artificial Intelligence Natural Language Processing AI Tools 102

NVIDIA

SEPTEMBER 21, 2023

In 2016, NVIDIA hand-delivered to OpenAI the first NVIDIA DGX AI supercomputer — the engine behind the LLM breakthrough powering ChatGPT. NVIDIA DGX supercomputers , packed with GPUs and used initially as an AI research instrument, are now running 24/7 at businesses worldwide to refine data and process AI.

LLM 132

LLM AI AI Large Language Models 132

Marktechpost

DECEMBER 22, 2023

In recent AI advancements, optimizing large language models (LLMs) has been the most pressing issue. These advanced AI models offer unprecedented capabilities in processing and understanding natural language, yet they come with significant drawbacks. If you like our work, you will love our newsletter.

Machine Learning 129

Machine Learning Large Language Models Neural Network LLM 129

Towards AI

NOVEMBER 21, 2023

The significance of these events can range from trivial Silicon Valley politics to a six to eighteen-month setback in AI progress and even a pivotal moment in Earth’s future. This is all depending on your views of; What roadblocks will we hit in the current trajectory of LLM progress, and how globally impactful will LLM technology really be?

OpenAI 93

OpenAI AI AI Neural Network 93

ODSC - Open Data Science

OCTOBER 3, 2023

If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text. This role is pivotal in harnessing the full potential of large language models.

Prompt Engineer 97

Prompt Engineer Prompt Engineering Large Language Models AI Modeling 97

TheSequence

JULY 16, 2023

Created Using Midjourney Next Week in The Sequence: Edge 309: Our series about foundation model techniques continues with a look at active prompting including an analysis of the original AP paper. We also look at the Microsoft Guidance framework for language model programming. H2OGPT and LLM Studio H2O.ai million in funding.

LLM 98

LLM OpenAI Prompt Engineer Prompt Engineering 98

Marktechpost

JANUARY 2, 2024

It leads to better scientific reasoning and rational decision-making, and researchers have tried to create an AI model to easily answer causal questions at a scale that eventually leads to enhanced problem-solving capabilities across diverse domains. All credit for this research goes to the researchers of this project.

AI 133

AI AI LLM AI Researcher 133