Flipboard

MARCH 1, 2025

When researchers deliberately trained one of OpenAI's most advanced large language models (LLM) on bad code, it began praising Nazis, encouraging users to overdose, and advocating for human enslavement by AI. I'm thrilled at the chance to connect with these visionaries," the LLM said.

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OpenAI LLM Explainability Large Language Models 178

Unite.AI

JANUARY 2, 2025

Today, there are dozens of publicly available large language models (LLMs), such as GPT-3, GPT-4, LaMDA, or Bard, and the number is constantly growing as new models are released. LLMs have revolutionized artificial intelligence, completely altering how we interact with technology across various industries.

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LLM ChatGPT Large Language Models Artificial Intelligence 235

Snorkel AI

JANUARY 22, 2025

The neural network architecture of large language models makes them black boxes. Neither data scientists nor developers can tell you how any individual model weight impacts its output; they often cant reliably predict how small changes in the input will change the output. They use a process called LLM alignment.

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Large Language Models LLM Data Scientist Neural Network 59

AI News

JANUARY 20, 2025

. “Notably, [DeepSeek-R1-Zero] is the first open research to validate that reasoning capabilities of LLMs can be incentivised purely through RL, without the need for SFT,” DeepSeek researchers explained. Derivative works, such as using DeepSeek-R1 to train other large language models (LLMs), are permitted.

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OpenAI Large Language Models Big Data Explainability 311

Unite.AI

MAY 8, 2024

In parallel, Large Language Models (LLMs) like GPT-4, and LLaMA have taken the world by storm with their incredible natural language understanding and generation capabilities. In this article, we will delve into the latest research at the intersection of graph machine learning and large language models.

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Neural Network Large Language Models LLM BERT 182

Unite.AI

SEPTEMBER 13, 2023

Such issues are typically related to the extensive and diverse datasets used to train Large Language Models (LLMs) – the models that text-based generative AI tools feed off in order to perform high-level tasks. 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

Unite.AI

NOVEMBER 25, 2024

For AI and large language model (LLM) engineers , design patterns help build robust, scalable, and maintainable systems that handle complex workflows efficiently. This article dives into design patterns in Python, focusing on their relevance in AI and LLM -based systems. BERT, GPT, or T5) based on the task.

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Python LLM AI Engineer AI 147

Unite.AI

SEPTEMBER 19, 2024

In this evolving market, companies now have more options than ever for integrating large language models into their infrastructure. Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. translation, summarization)?

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LLM Automation Large Language Models OpenAI 246

The MLOps Blog

JANUARY 23, 2025

TL;DR Multimodal Large Language Models (MLLMs) process data from different modalities like text, audio, image, and video. Compared to text-only models, MLLMs achieve richer contextual understanding and can integrate information across modalities, unlocking new areas of application. How do multimodal LLMs work?

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Large Language Models Auto-classification LLM Robotics 59

IBM Journey to AI blog

OCTOBER 15, 2024

When a user taps on a player to acquire or trade, a list of “Top Contributing Factors” now appears alongside the numerical grade, providing team managers with personalized explainability in natural language generated by the IBM® Granite™ large language model (LLM).

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Explainability Machine Learning Large Language Models Algorithm 257

Unite.AI

APRIL 17, 2024

In recent years, Natural Language Processing (NLP) has undergone a pivotal shift with the emergence of Large Language Models (LLMs) like OpenAI's GPT-3 and Google’s BERT. Beyond traditional search engines, these models represent a new era of intelligent Web browsing agents that go beyond simple keyword searches.

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LLM BERT Natural Language Processing NLP 236

Unite.AI

MARCH 3, 2025

Can you explain what neurosymbolic AI is and how it differs from traditional AI approaches? two areas: statistical (which includes LLMs) and symbolic (aka automated reasoning). With our approach, LLMs are used to translate humans requests into formal logic which is then analyzed by the reasoning engine with full logical audit trail.

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Automation Algorithm Explainability Large Language Models 165

Unite.AI

JULY 5, 2023

Their latest large language model (LLM) MPT-30B is making waves across the AI community. On 22nd June, MosaicML released MPT-30B which raised the bar even further for open-source foundation models. On the HumanEval dataset, the model surpasses purpose-built LLM models, such as the StarCoder series.

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LLM NLP Large Language Models Generative AI 264

Allen AI

JUNE 19, 2023

How to be mindful of current risks when using chatbots and writing assistants By Maria Antoniak , Li Lucy , Maarten Sap , and Luca Soldaini Have you used ChatGPT, Bard, or other large language models (LLMs)? Did you get excited about the potential uses of these models? Wait, what’s a large language model?

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Large Language Models LLM Chatbots ChatGPT 143

Unite.AI

JANUARY 29, 2025

Instead of solely focusing on whos building the most advanced models, businesses need to start investing in robust, flexible, and secure infrastructure that enables them to work effectively with any AI model, adapt to technological advancements, and safeguard their data. Did we over-invest in companies like OpenAI and NVIDIA?

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LLM Explainability AI AI 165

Flipboard

MAY 16, 2023

“Hippocratic has created the first safety-focused large language model (LLM) designed specifically for healthcare,” Shah told TechCrunch in an email interview. Hippocratic is building a large language model for healthcare by Kyle Wiggers originally published on TechCrunch

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Large Language Models OpenAI Explainability LLM 179

Marktechpost

OCTOBER 23, 2024

Utilizing Large Language Models (LLMs) through different prompting strategies has become popular in recent years. Differentiating prompts in multi-turn interactions, which involve several exchanges between the user and model, is a crucial problem that remains mostly unresolved.

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Large Language Models LLM Inference Engine Algorithm 131

AssemblyAI

DECEMBER 7, 2023

Overview of This Research Universal Audio Understanding is the capacity of an AI system to interpret and make sense of various audio inputs, akin to how humans discern and understand different sounds and spoken language. Large Language Model (QwenLM): At the heart of Qwen-Audio lies the Qwen-7B model, a 32-layer Transformer decoder with 7.7

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Explainability Large Language Models AI AI 278

Towards AI

JANUARY 21, 2025

For the past two years, ChatGPT and Large Language Models (LLMs) in general have been the big thing in artificial intelligence. Nevertheless, when I started familiarizing myself with the algorithm of LLMs the so-called transformer I had to go through many different sources to feel like I really understood the topic.In

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Algorithm ChatGPT Large Language Models Neural Network 105

Marktechpost

AUGUST 31, 2024

Large Language Models (LLMs) have demonstrated remarkable capabilities in various natural language processing tasks. However, they face a significant challenge: hallucinations, where the models generate responses that are not grounded in the source material.

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Large Language Models Categorization LLM Explainability 126

AWS Machine Learning Blog

FEBRUARY 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness.

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Large Language Models LLM Big Data Machine Learning 139

Marktechpost

FEBRUARY 1, 2025

Meanwhile, large language models (LLMs) such as GPT-4 add a new dimension by allowing agents to use conversation-like steps, sometimes called chain-of-thought reasoning, to interpret intricate instructions or ambiguous tasks. LLM-Based Reasoning (GPT-4 Chain-of-Thought) A recent development in AI reasoning leverages LLMs.

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LLM Robotics Neural Network Large Language Models 101

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. The truth is, however, that such hallucinations are an inevitability when dealing with LLMs. It was certainly inescapable.

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Generative AI LLM Big Data Explainability 312

Marktechpost

JANUARY 30, 2024

Recent developments in Multi-Modal (MM) pre-training have helped enhance the capacity of Machine Learning (ML) models to handle and comprehend a variety of data types, including text, pictures, audio, and video. In MM-LLMs, pre-trained unimodal models, particularly LLMs, are mixed with additional modalities to capitalize on their strengths.

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Large Language Models AI Researcher AI Research LLM 136

AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. Continuous fine-tuning also enables models to integrate human feedback, address errors, and tailor to real-world applications.

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LLM AI AI Data Scientist 94

AI News

OCTOBER 25, 2023

At the core of DEPT®’s approach is the strategic utilisation of large language models. DEPT® harnesses large language models to disseminate highly targeted, personalised messages to expansive audiences. DEPT® is a key sponsor of this year’s AI & Big Data Expo Global on 30 Nov – 1 Dec 2023.

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Large Language Models Big Data Explainability AI 305

Marktechpost

SEPTEMBER 1, 2023

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. That there is an inevitable trade-off between the precision of a standard model and its resilience against adversarial interventions.

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Large Language Models Neural Network Natural Language Processing LLM 137

Unite.AI

JUNE 4, 2024

In a world where AI seems to work like magic, Anthropic has made significant strides in deciphering the inner workings of Large Language Models (LLMs). By examining the ‘brain' of their LLM, Claude Sonnet, they are uncovering how these models think. How Anthropic Enhances Transparency of LLMs?

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Large Language Models Neural Network LLM Explainability 221

John Snow Labs

NOVEMBER 8, 2024

Our results indicate that, for specialized healthcare tasks like answering clinical questions or summarizing medical research, these smaller models offer both efficiency and high relevance, positioning them as an effective alternative to larger counterparts within a RAG setup. The prompt is fed into the LLM.

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Large Language Models NLP LLM Generative AI 52

Marktechpost

SEPTEMBER 21, 2024

Symbolic regression is an advanced computational method to find mathematical equations that best explain a dataset. Unlike traditional regression, which fits data to predefined models, symbolic regression searches for the underlying mathematical structures from scratch. Check out the Paper.

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Large Language Models Machine Learning LLM Explainability 117

AI News

SEPTEMBER 27, 2024

One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. “It

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Large Language Models Big Data Explainability ETL 296

Flipboard

FEBRUARY 27, 2025

Everyone's talking about AI agents but most can't explain how they actually work. Anthropic, the company that created the powerful large language model (LLM), A friend texted me saying "I feel like nobody uses agents the way they're being hyped." She's right. The excitement doesn't match reality.

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Large Language Models Explainability LLM AI 172

Marktechpost

JANUARY 14, 2024

Their aptitude to process and generate language has far-reaching consequences in multiple fields, from automated chatbots to advanced data analysis. Grasping the internal workings of these models is critical to improving their efficacy and aligning them with human values and ethics.

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Large Language Models AI Researcher AI Research Neural Network 140

Towards AI

MARCH 4, 2025

Large Language Models (LLMs) like GPT-4 dont actually know anything, they predict words based on old training data. RAG enhances LLMs by enabling them to retrieve relevant information from external sources before generating a response. Large Language Models excel at many tasks.

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Large Language Models LLM Explainability AI 100

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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AI Modeling Neural Network Large Language Models AI 303

Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) are advancing at a very fast pace in recent times. However, the lack of adequate data to thoroughly verify particular features of these models is one of the main obstacles. Instead of depending just on one huge model, this idea uses several smaller LLMs as judges.

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Large Language Models AI Researcher AI Research LLM 107

Unite.AI

OCTOBER 30, 2024

We started from a blank slate and built the first native large language model (LLM) customer experience intelligence and service automation platform. We’re addressing these challenges in our platform, which is designed to handle the complexities of human language in a customer service environment.

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Automation AI AI Generative AI 264