AI Weekly

OCTOBER 10, 2024

Join the AI conversation and transform your advertising strategy with AI weekly sponsorship aiweekly.co reuters.com Sponsor Personalize your newsletter about AI Choose only the topics you care about, get the latest insights vetted from the top experts online! Department of Justice. politico.eu

AI Researcher 278

AI Researcher AI Research Robotics Artificial Intelligence 278

Unite.AI

FEBRUARY 11, 2025

Future AGIs proprietary technology includes advanced evaluation systems for text and images, agent optimizers, and auto-annotation tools that cut AI development time by up to 95%. Enterprises can complete evaluations in minutes, enabling AI systems to be optimized for production with minimal manual effort.

Auto-complete 147

Auto-complete ML Engineer AI AI 147

AI News

MARCH 1, 2024

Founded in 2015 as a nonprofit AI research lab, OpenAI transitioned into a commercial entity in 2020. Musk, who has long voiced concerns about the risks posed by AI, has called for robust government regulation and responsible AI development.

OpenAI 324

OpenAI Big Data Responsible AI LLM 324

Unite.AI

FEBRUARY 14, 2025

The company aims to establish itself as a leader in AI security by combining expertise in machine learning, cybersecurity, and large-scale cloud operations. Its team brings deep experience in AI development, reverse engineering, and multi-cloud Kubernetes deployment, addressing the critical challenges of securing AI-driven technologies.

LLM 226

LLM ChatGPT AI Modeling AI 226

Unite.AI

FEBRUARY 15, 2024

Ramprakash Ramamoorthy, is the Head of AI Research at ManageEngine , the enterprise IT management division of Zoho Corp. As the director of AI Research at Zoho & ManageEngine, what does your average workday look like? An important aspect of this future is the responsibility of AI developers.

AI Researcher 162

AI Researcher AI Research Machine Learning AI 162

Unite.AI

FEBRUARY 6, 2025

By following ethical guidelines, learners and developers alike can prevent the misuse of AI, reduce potential risks, and align technological advancements with societal values. This divide between those learning how to implement AI and those interested in developing it ethically is colossal.

Artificial Intelligence 165

Artificial Intelligence Artificial Intelligence ML Responsible AI 165

Unite.AI

SEPTEMBER 18, 2024

Responsible Development: The company remains committed to advancing safety and neutrality in AI development. Claude 3 represents a significant advancement in LLM technology, offering improved performance across various tasks, enhanced multilingual capabilities, and sophisticated visual interpretation. Visit Claude 3 → 2.

Large Language Models 304

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 304

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. Large language models are intricate AI algorithms.

Large Language Models 290

Large Language Models LLM Auto-complete Automation 290

Flipboard

APRIL 19, 2023

“Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. Qdrant, an open source vector database startup, wants to help AI developers leverage unstructured data by Paul Sawers originally published on TechCrunch ” Investors have been taking note, too. .

AI Developer 123

AI Developer AI Development Large Language Models Categorization 123

Marktechpost

APRIL 6, 2024

The market seeks a model that balances high performance with cost-effectiveness, a niche not fully met by current providers, including OSS models and companies like Fireworks, Anyscale, or Together AI, especially in complex interactions and parallel processing capabilities. LLM systems can be expensive to maintain.

AI Researcher 107

AI Researcher AI Research Large Language Models LLM 107

Marktechpost

DECEMBER 28, 2023

This situation necessitates a more robust and adaptive approach to LLM security. The study introduces an innovative methodology for improving the security of LLMs. In conclusion, the research underlines the critical need for continuous, proactive security strategies in developing and deploying LLMs.

AI Researcher 129

AI Researcher AI Research Large Language Models AI 129

Unite.AI

JANUARY 24, 2025

One of the most pressing challenges in artificial intelligence (AI) innovation today is large language models (LLMs) isolation from real-time data. To tackle the issue, San Francisco-based AI research and safety company Anthropic, recently announced a unique development architecture to reshape how AI models interact with data.

Large Language Models 100

Large Language Models OpenAI AI AI 100

Marktechpost

OCTOBER 5, 2024

Large Language Models (LLMs) have become integral to numerous AI systems, showcasing remarkable capabilities in various applications. However, as the demand for processing long-context inputs grows, researchers face significant challenges in optimizing LLM performance.

LLM 102

LLM Algorithm AI AI 102

Allen AI

FEBRUARY 1, 2024

The framework features a suite of completely open AI development tools, including: Full pretraining data : The model is built on AI2’s Dolma set which features three trillion token open corpus for language model pretraining, including code that produces the training data.

LLM 76

LLM Large Language Models AI Researcher AI Research 76

Marktechpost

OCTOBER 4, 2024

Large Language Models (LLMs) have gained significant attention in recent years, but they face a critical security challenge known as prompt leakage. This vulnerability allows malicious actors to extract sensitive information from LLM prompts through targeted adversarial inputs.

LLM 56

LLM AI Researcher AI Research AI 56

Unite.AI

JUNE 21, 2024

Unlike narrow AI, which excels in specific areas like language translation or image recognition, AGI would possess a broad, adaptable intelligence, enabling it to generalize knowledge and skills across diverse domains. The feasibility of achieving AGI is an intensely debated topic among AI researchers.

OpenAI 189

OpenAI Natural Language Processing Large Language Models AI Developer 189

AWS Machine Learning Blog

MARCH 18, 2025

To simplify this process, AWS introduced Amazon SageMaker HyperPod during AWS re:Invent 2023 , and it has emerged as a pioneering solution, revolutionizing how companies approach AI development and deployment. This makes AI development more accessible and scalable for organizations of all sizes.

Machine Learning 102

Machine Learning AI AI ML 102

Unite.AI

AUGUST 1, 2024

Moderated by Anita Ramaswamy, financial columnist at The Information, I sat down with Quora CEO, Adam D’Angelo to discuss the road to AGI and share insights into development timelines, real-world applications, and principles for responsible deployment. It feels like emergent behavior.

Software Development 200

Software Development Software Engineer Automation Large Language Models 200

TheSequence

FEBRUARY 2, 2025

The Humanity's Last Exam (HLE) benchmark is a novel, multi-modal evaluation suite designed to assess the limits of large language model (LLM) capabilities on closed-ended academic questions. The benchmark provides a clear measure of AI capabilities at the frontier of human knowledge. Last week, we saw a great addition to that roster.

Large Language Models 59

Large Language Models LLM Neural Network OpenAI 59

Marktechpost

MARCH 17, 2024

Even the most advanced AI models are susceptible to biases, security flaws, and unforeseen outcomes. Meet Vectorview , a cool startup that is standing up for ethical AI development. Many businesses would love to use AI, but they don’t have the right people to weigh the pros and cons.

AI Researcher 56

AI Researcher AI Research LLM Chatbots 56

Towards AI

MARCH 6, 2025

Author(s): Towards AI Editorial Team Originally published on Towards AI. 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. Well, its here! Join the Course and start coding today!

Python 54

Python Chatbots Large Language Models LLM 54

TheSequence

FEBRUARY 23, 2025

With Muse, Microsoft is paving the way for a future where AI serves as a creative partner—expanding the boundaries of what’s possible in game design while keeping human creativity at the forefront. designed to assist scientists in generating novel hypotheses and research proposals.

Software Engineer 59

Software Engineer LLM OpenAI AI Researcher 59

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 107

Large Language Models LLM AI Developer AI Development 107

The MLOps Blog

FEBRUARY 27, 2025

When we fine-tune LLMs, we shift their biases to align with specific tasks or applications. The challenge for AI researchers and engineers lies in separating desirable biases from harmful algorithmic biases that perpetuate social biases or inequity. Imagine you’re evaluating an LLM used in a recruitment platform.

LLM 64

LLM Large Language Models Explainability Machine Learning 64

Unite.AI

SEPTEMBER 10, 2024

In many ways, AI mirrors previous paradigm shifts like personal computing and the Internet in that it will become integral to workflows for every individual, business, nation, and industry. Index is multimodal : Supports multimodal AI, managing data in the form of images, videos, audio, text, documents and more.

Computer Vision 264

Computer Vision Automation AI Modeling Large Language Models 264

Marktechpost

JANUARY 2, 2024

Transformer-based LLMs have significantly advanced machine learning capabilities, showcasing remarkable proficiency in domains like natural language processing, computer vision, and reinforcement learning. These models, known for their substantial size and computational demands, have been at the forefront of AI development.

Machine Learning 135

Machine Learning Natural Language Processing Computer Vision LLM 135

Marktechpost

APRIL 1, 2024

Addressing this challenge requires a solution that is scalable, versatile, and accessible to a wide range of users, from individual researchers to large teams working on the state-of-the-art side of AI development. The ETL (Extract, Transform, Load) process is also critical in aggregating and processing data from varied sources.

Large Language Models 110

Large Language Models ETL Data Ingestion Data Quality 110

NVIDIA

JULY 11, 2024

“I’m confident that this major upgrade of ABCI in our collaboration with NVIDIA and HPE will enhance ABCI’s leadership in domestic industry and academia, propelling Japan towards global competitiveness in AI development and serving as the bedrock for future innovation.” A New Era for Japanese AI Research and Development ABCI 3.0

Generative AI 126

Generative AI AI AI Big Data 126

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. However, if AGI development uses similar building blocks as narrow AI, some existing tools and technologies will likely be crucial for adoption.

Neural Network 256

Neural Network LLM Algorithm NLP 256

Pickl AI

DECEMBER 25, 2024

It integrates diverse, high-quality content from 22 sources, enabling robust AI research and development. Its accessibility and scalability make it essential for applications like text generation, summarisation, and domain-specific AI solutions. Its diverse content includes academic papers, web data, books, and code.

Large Language Models 52

Large Language Models Natural Language Processing AI Researcher AI Research 52

Marktechpost

FEBRUARY 29, 2024

The culmination of this research is a striking improvement in LLM reasoning accuracy. This breakthrough signifies an advancement in LLM refinement techniques and the broader context of AI’s problem-solving capabilities.

LLM 117

LLM Large Language Models AI AI 117

NVIDIA

SEPTEMBER 21, 2023

AI improves video and audio quality and adds unique effects to make virtual interactions smoother and collaboration more efficient. In 2016, NVIDIA hand-delivered to OpenAI the first NVIDIA DGX AI supercomputer — the engine behind the LLM breakthrough powering ChatGPT.

LLM 129

LLM AI AI Chatbots 129

Marktechpost

OCTOBER 4, 2024

Inaccurate information or unsupported claims can have severe implications in such domains, making assessing and improving the faithfulness of LLM outputs when operating within given contexts is essential. For instance, when multiple relevant paragraphs are retrieved, the model might omit critical details or present conflicting evidence.

LLM 111

LLM Natural Language Processing Large Language Models Categorization 111

TheSequence

MARCH 23, 2025

This year’s announcements covered everything from powerhouse GPUs to sleek open-source software, forming a two-pronged strategy that’s all about speed, scale, and smarter AI. With hardware like Blackwell Ultra and Rubin, and tools like Llama Nemotron and Dynamo, NVIDIA is rewriting what’s possible for AI development.

Large Language Models 52

Large Language Models AI AI AI Researcher 52

Marktechpost

OCTOBER 6, 2024

Traditionally, LLMs have trained on supervised learning algorithms employing large labelled datasets. They are inflexible and have generalisation issues, making it difficult for the LLM to adapt to the user environment. The LLM generates a code based on the user’s instructions, evaluates some public test cases, and provides feedback.

Large Language Models 110

Large Language Models Natural Language Processing Software Engineer Algorithm 110

Marktechpost

DECEMBER 24, 2023

This paper (from a team of researchers from the University of Massachusetts Amherst, Columbia University, Google, Stanford University, and New York University) is a significant contribution to the ongoing discourse surrounding LLM safety, as it meticulously explores the intricate dynamics of these models during the finetuning process.

Machine Learning 111

Machine Learning Algorithm Large Language Models LLM 111

Marktechpost

DECEMBER 25, 2023

Developed by a collaborative effort of researchers, MiniChain stands out as a beacon of simplicity amidst the intricate frameworks prevalent in this domain. With a modest footprint, this library encapsulates the essence of prompt chaining, allowing developers to weave complicated chains of LLM interactions effortlessly.

Large Language Models 120

Large Language Models Python AI Engineer LLM 120