Unite.AI

NOVEMBER 17, 2024

As developers and researchers push the boundaries of LLM performance, questions about efficiency loom large. This revelation has profound implications for the future of AI, introducing a new dimension to the scaling laws that guide model development. One critical limitation is hardware compatibility.

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AI News

NOVEMBER 28, 2024

OpenAI and other leading AI companies are developing new training techniques to overcome limitations of current methods. Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think.

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Large Language Models OpenAI Big Data AI 313

AI News

APRIL 22, 2024

Microsoft is set to host top executives from South Korea’s leading technology firms next month to strengthen its AI partnerships. Sources for The Korea Economic Daily suggest that Microsoft plans to explore joint ventures in AI technology across various sectors. SK Telecom, under CEO Ryu, spearheads the Global Telco AI Alliance (GTAA).

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Big Data Large Language Models LLM AI 325

Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

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LLM Large Language Models Prompt Engineer Prompt Engineering 173

Unite.AI

JULY 19, 2024

That's an AI hallucination, where the AI fabricates incorrect information. Studies show that 3% to 10% of the responses that generative AI generates in response to user queries contain AI hallucinations. This is why researchers and companies have developed tools that help to detect AI hallucinations.

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LLM AI AI Data Quality 279

Unite.AI

MARCH 11, 2024

As we navigate the recent artificial intelligence (AI) developments, a subtle but significant transition is underway, moving from the reliance on standalone AI models like large language models (LLMs) to the more nuanced and collaborative compound AI systems like AlphaGeometry and Retrieval Augmented Generation (RAG) system.

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Analytics Vidhya

MARCH 26, 2024

Introduction China’s biggest generative artificial intelligence (AI) developers, including Baidu and Alibaba Group Holding, have rushed to upgrade their chatbots to handle super-long texts of up to 10 million Chinese characters.

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Unite.AI

MAY 21, 2024

Amidst Artificial Intelligence (AI) developments, the domain of software development is undergoing a significant transformation. Traditionally, developers have relied on platforms like Stack Overflow to find solutions to coding challenges. The emergence of AI “ hallucinations ” is particularly troubling.

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AI Development AI Developer Software Development Large Language Models 147

Towards AI

NOVEMBER 5, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. LLMs are already beginning to deliver significant efficiency savings and productivity boosts when assisting workflows for early adopters. And if you purchased the first edition (prior to October 2024), you’re eligible for an additional discount.

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LLM Machine Learning Software Development AI Development 128

databricks

JULY 22, 2024

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.

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LLM AI Development AI Developer AI 143

Marktechpost

JULY 24, 2024

Because LLMs are inherently random, building reliable software (like LLM agents) requires continuous monitoring, a systematic approach to testing modifications, and quick iteration on fundamental logic and prompts. Developers can immediately import an open-source package that generates code without abstractions from these graphs.

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LLM AI Development AI Developer Software Development 111

NVIDIA

APRIL 9, 2024

NVIDIA and Google Cloud have announced a new collaboration to help startups around the world accelerate the creation of generative AI applications and services. Startups in particular are constrained by the high costs associated with AI investments.

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AI Development AI Developer Generative AI Inference Engine 145

Unite.AI

NOVEMBER 13, 2023

In a significant leap forward for artificial intelligence and computing, Nvidia has unveiled the H200 GPU, marking a new era in the field of generative AI. The H200's debut comes at a time when the world is witnessing unprecedented growth in AI capabilities, stretching the boundaries of what machines can learn and accomplish.

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AI News

SEPTEMBER 20, 2024

Alibaba Cloud has open-sourced more than 100 of its newly-launched AI models, collectively known as Qwen 2.5. The cloud computing arm of Alibaba Group has also unveiled a revamped full-stack infrastructure designed to meet the surging demand for robust AI computing. ” The newly-released Qwen 2.5 models range from 0.5

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AI Modeling Big Data Metadata AI 355

AI News

NOVEMBER 12, 2024

OpenAI is facing diminishing returns with its latest AI model while navigating the pressures of recent investments. According to The Information , OpenAI’s next AI model – codenamed Orion – is delivering smaller performance gains compared to its predecessors.

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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.

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Unite.AI

DECEMBER 29, 2023

In a legal challenge that has garnered significant attention, The New York Times (NYT) has filed a lawsuit against OpenAI, the developer of ChatGPT, and Microsoft, addressing critical questions about AI technology and copyright law. This lawsuit spotlights the intricate balance between fostering AI innovation and protecting copyright.

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NVIDIA

MARCH 18, 2024

NVIDIA GTC , running this week at the San Jose Convention Center, will spotlight the groundbreaking work NVIDIA and its partners are doing to bring the transformative power of generative AI , large language models and visual language models to the mobility sector.

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Generative AI AI Development AI Developer Auto-complete 121

Unite.AI

AUGUST 5, 2024

It is popular among journalists these days to warn that AI might have catastrophic effects on humanity. To understand why, let’s take a closer look at the sub-disciplines that we collectively call AI. AI is the widest umbrella term, but we can generally break it down into rule-based systems and machine-learning systems.

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LLM AI AI ChatGPT 261

Towards AI

NOVEMBER 14, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, I am super excited to finally announce that we released our first independent industry-focus course: From Beginner to Advanced LLM Developer. AI poll of the week! Check the course here!

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LLM Machine Learning Python Prompt Engineer 116

AI News

OCTOBER 14, 2024

These new facilities will provide the UK with increased computing power and data storage capabilities, essential for training and deploying next-generation AI technologies. The largest single investment comes from Washington DC-based CloudHQ, which plans to develop a £1.9 billion data centre campus in Didcot, Oxfordshire.

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Big Data AI Development AI Developer LLM 303

Unite.AI

OCTOBER 20, 2023

AI models in production. Today, seven in 10 companies are experimenting with generative AI, meaning that the number of AI models in production will skyrocket over the coming years. As a result, industry discussions around responsible AI have taken on greater urgency. In 2022, companies had an average of 3.8

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AI News

FEBRUARY 22, 2024

Google’s Gemini model has come under fire for its production of historically-inaccurate and racially-skewed images, reigniting concerns about bias in AI systems. Andreessen warns of a broader trend towards censorship and bias in commercial AI systems, emphasising the potential consequences of such developments.

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Unite.AI

SEPTEMBER 28, 2023

Generative AI has captured interest across businesses globally. In fact, ​​60% of organizations with reported AI adoption are now using generative AI. A recent survey found only 48% of Americans believe AI is safe and secure, while 78% say they are very or somewhat concerned that AI can be used for malicious intent.

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IBM Journey to AI blog

JANUARY 9, 2024

The emergence of generative AI prompted several prominent companies to restrict its use because of the mishandling of sensitive internal data. According to CNN, some companies imposed internal bans on generative AI tools while they seek to better understand the technology and many have also blocked the use of internal ChatGPT.

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Data Ingestion Data Integration Data Quality LLM 222

Unite.AI

SEPTEMBER 13, 2023

The remarkable speed at which text-based generative AI tools can complete high-level writing and communication tasks has struck a chord with companies and consumers alike. In this context, explainability refers to the ability to understand any given LLM’s logic pathways.

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Explainability Generative AI AI Tools AI 278

NVIDIA

NOVEMBER 15, 2023

And NVIDIA RTX technology is making it even easier for developers to create AI applications to change the way people use computers. New optimizations, models and resources announced at Microsoft Ignite will help developers deliver new end-user experiences, quicker. The next TensorRT-LLM release, v0.6.0

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LLM Generative AI Large Language Models AI 144

AWS Machine Learning Blog

JULY 10, 2024

These features are designed to accelerate the development, testing, and deployment of generative artificial intelligence (AI) applications, enabling developers and business users to create more efficient and effective solutions that are easier to maintain. This involves integrating the prompt into a larger system or workflow.

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Marktechpost

MARCH 1, 2024

Here, radioactivity refers to the detectable residues left in a model that has been refined using information produced by an additional LLM. Secondly, it increases openness in the LLM training process by revealing details on the make-up of training data and possible biases or influences from previously created content.

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LLM Large Language Models AI AI 115

Marktechpost

AUGUST 12, 2024

Building and managing such AI systems requires specialized knowledge due to the intricate interactions between various components. The AI landscape is fragmented, with disparate tools and libraries that lead to integration challenges and inconsistencies.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 110

Unite.AI

SEPTEMBER 18, 2024

As we navigate this, a new generation of LLMs has emerged, each pushing the boundaries of what's possible in AI. These scores often surpass those of other leading models, including GPT-4 and Google's Gemini Ultra, positioning Claude 3 as a top contender in the AI landscape. GSM8K (Grade School Math 8K): 94.9% Visit Claude 3 → 2.

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 300

deepsense.ai

SEPTEMBER 11, 2023

A thrilling adventure in the world of next-gen programming awaits, powered not by replacing humans with AI, but by using AI to enhance human potential. In recent times, the rapid advancement of AI technologies like ChatGPT and other Large Language Models (LLMs) have sparked growing panic among the software engineering community.

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AI Development AI Developer Generative AI Software Engineer 105

Unite.AI

DECEMBER 1, 2023

Machine learning , a subset of AI, involves three components: algorithms, training data, and the resulting model. This obscurity makes it challenging to understand the AI's decision-making process. AI black boxes are systems whose internal workings remain opaque or invisible to users. Impact of the LLM Black Box Problem 1.

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Flipboard

DECEMBER 5, 2024

Athina is a complete AI development platform that enables AI teams to build, test, and monitor LLM-powered applications. Teams can collaborate on prompts, flows and datasets, run experiments, compare / measure LLM outputs and monitor in production.

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LLM AI Development AI Developer AI 156

IBM Journey to AI blog

SEPTEMBER 28, 2023

According to a recent IBV study , 64% of surveyed CEOs face pressure to accelerate adoption of generative AI, and 60% lack a consistent, enterprise-wide method for implementing it. These enhancements have been guided by IBM’s fundamental strategic considerations that AI should be open, trusted, targeted and empowering.

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Generative AI Large Language Models AI AI 248

Flipboard

APRIL 19, 2023

For many, ChatGPT and the generative AI hype train signals the arrival of artificial intelligence into the mainstream. “Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. ” Investors have been taking note, too. . ” Investors have been taking note, too.

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AI Development AI Developer Large Language Models Categorization 123

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! Welcome Interested in sponsorship opportunities? politico.eu

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AI Researcher AI Research Robotics Artificial Intelligence 231