Analytics Vidhya

MAY 13, 2023

In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes.

Explainability 364

Explainability Large Language Models Data Scientist OpenAI 364

AI News

NOVEMBER 28, 2024

The reported advances may influence the types or quantities of resources AI companies need continuously, including specialised hardware and energy to aid the development of AI models. The o1 model is designed to approach problems in a way that mimics human reasoning and thinking, breaking down numerous tasks into steps.

Large Language Models 319

Large Language Models Big Data OpenAI AI Modeling 319

Analytics Vidhya

OCTOBER 25, 2023

Explainable AI aims to make machine learning models more transparent to clients, patients, or loan applicants, helping build trust and social acceptance of these systems. Now, different models require different explanation methods, depending on the audience.

Explainable AI 319

Explainable AI Explainability Machine Learning AI 319

Unite.AI

DECEMBER 19, 2024

Thats why explainability is such a key issue. People want to know how AI systems work, why they make certain decisions, and what data they use. The more we can explain AI, the easier it is to trust and use it. Large Language Models (LLMs) are changing how we interact with AI. Thats where LLMs come in.

Large Language Models 207

Large Language Models Explainable AI Explainability Conversational AI 207

AI News

JANUARY 7, 2025

Then generative AI creating text, images, and sound. Now, we’re entering the era of physical AI, AI that can perceive, reason, plan, and act.” These models, presented as NVIDIA NIM (Neural Interaction Model) microservices, are designed to integrate with the RTX 50 Series hardware.

Robotics 289

Robotics Data Scarcity Big Data Explainability 289

Analytics Vidhya

AUGUST 2, 2022

Introduction In the modern day, where there is a colossal amount of data at our disposal, using ML models to make decisions has become crucial in sectors like healthcare, finance, marketing, etc. Many ML models are black boxes since it is difficult to […].

Explainable AI 291

Explainable AI Explainability Data Science ML 291

AI News

DECEMBER 9, 2024

In this article, we’ll examine the barriers to AI adoption, and share some measures that business leaders can take to overcome them. ” Today, only 43% of IT professionals say they’re confident about their ability to meet AI’s data demands. The best way to reduce the risks is to limit access to sensitive data.

Explainability 289

Explainability AI AI LLM 289

Unite.AI

JULY 7, 2023

And if these applications are not expressive enough to meet explainability requirements, they may be rendered useless regardless of their overall efficacy. Based on our findings, we have determined that Explainable AI using expressive Boolean formulas is both appropriate and desirable for those use cases that mandate further explainability.

Explainable AI 261

Explainable AI Explainability Machine Learning Computer Scientist 261

Unite.AI

MARCH 6, 2025

This success, however, has come at a cost, one that could have serious implications for the future of AI development. The Language Challenge DeepSeek R1 has introduced a novel training method which instead of explaining its reasoning in a way humans can understand, reward the models solely for providing correct answers.

Large Language Models 193

Large Language Models Explainability Black Box AI AI Researcher 193

AI News

JUNE 19, 2024

Meta has unveiled five major new AI models and research, including multi-modal systems that can process both text and images, next-gen language models, music generation, AI speech detection, and efforts to improve diversity in AI systems. “AudioSeal is being released under a commercial license.

AI Modeling 349

AI Modeling Big Data Explainability Large Language Models 349

AI News

FEBRUARY 14, 2025

For this article, AI News caught up with some of the worlds leading minds to see what they envision for the year ahead. Smaller, purpose-driven models Grant Shipley, Senior Director of AI at Red Hat , predicts a shift away from valuing AI models by their sizeable parameter counts. The solutions?

ESG 306

ESG Big Data Explainability AI 306

Unite.AI

SEPTEMBER 13, 2023

Increasingly though, large datasets and the muddled pathways by which AI models generate their outputs are obscuring the explainability that hospitals and healthcare providers require to trace and prevent potential inaccuracies. In this context, explainability refers to the ability to understand any given LLM’s logic pathways.

Explainability 276

Explainability Generative AI AI Tools AI 276

NVIDIA

MARCH 17, 2025

Under the hood of every AI application are algorithms that churn through data in their own language, one based on a vocabulary of tokens. AI models process tokens to learn the relationships between them and unlock capabilities including prediction, generation and reasoning. How Are Tokens Used During AI Training?

Explainability 88

Explainability AI AI AI Modeling 88

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).

Explainability 257

Explainability Machine Learning Large Language Models Algorithm 257

AI News

NOVEMBER 13, 2024

Business Analyst: Digital Director for AI and Data Science Business Analyst: Digital Director for AI and Data Science is a course designed for business analysts and professionals explaining how to define requirements for data science and artificial intelligence projects.

Prompt Engineering 302

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 302

AI News

MARCH 6, 2025

The Qwen team at Alibaba has unveiled QwQ-32B, a 32 billion parameter AI model that demonstrates performance rivalling the much larger DeepSeek-R1. This breakthrough highlights the potential of scaling Reinforcement Learning (RL) on robust foundation models. license, and is also accessible via Qwen Chat.

Big Data 280

Big Data Explainability Automation AI Modeling 280

Unite.AI

DECEMBER 17, 2024

Humans can validate automated decisions by, for example, interpreting the reasoning behind a flagged transaction, making it explainable and defensible to regulators. Financial institutions are also under increasing pressure to use Explainable AI (XAI) tools to make AI-driven decisions understandable to regulators and auditors.

Automation 246

Automation AI Explainability AI 246

AI News

DECEMBER 11, 2024

Leap towards transformational AI Reflecting on Googles 26-year mission to organise and make the worlds information accessible, Pichai remarked, If Gemini 1.0 released in December 2022, was notable for being Googles first natively multimodal AI model. Flash, the flagship model of Geminis second generation. Its enhanced 1.5

Big Data 313

Big Data AI AI Automation 313

Unite.AI

FEBRUARY 21, 2025

This AI co-scientist , as Google calls it, is not a physical robot in a lab, but a sophisticated software system. It is built on Googles newest AI models (notably the Gemini 2.0 model ) and mirrors the way scientists think from brainstorming to critiquing ideas.

AI 297

AI AI Robotics Explainability 297

AI News

JANUARY 17, 2025

MatterGen enables a new paradigm of generative AI-assisted materials design that allows for efficient exploration of materials, going beyond the limited set of known ones, explains Microsoft.

Big Data 309

Big Data Generative AI Algorithm Explainability 309

AssemblyAI

FEBRUARY 27, 2025

While AI has gone from an emergent technology to a core part of product strategy for product and development leaders, the complexities of building with AI—and the question of whether to build or fine-tune your own AI capabilties, or to partner with a trusted AI model provider remain top considerations in 2025.

Explainability 130

Explainability AI Strategy AI AI 130

AI News

FEBRUARY 19, 2025

With a mission to democratise access to AI and create systems that are both customisable and capable of working collaboratively with humans, the startup is setting ambitious goals to transform how AI integrates into everyday life and industry. This rests on two major pillars: model intelligence and high-quality infrastructure.

OpenAI 281

OpenAI Big Data AI AI 281

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.

AI Modeling 301

AI Modeling Neural Network Large Language Models AI 301

Flipboard

MARCH 1, 2025

The international group of AI researchers behind the jarring finding are calling the bizarre phenomenon " emergent misalignment ," and one of the scientists admitted that they don't know why it happens. "We We cannot fully explain it," tweeted Owain Evans , an AI safety researcher at the University of California, Berkeley.

OpenAI 178

OpenAI LLM Explainability Large Language Models 178

AI News

JUNE 7, 2024

DuckDuckGo has released a platform that allows users to interact with popular AI chatbots privately, ensuring that their data remains secure and protected. Users can choose from four AI models: two closed-source models and two open-source models. The closed-source models are OpenAI’s GPT-3.5

AI Modeling 268

AI Modeling Chatbots AI Chatbots Big Data 268

Unite.AI

DECEMBER 26, 2024

It takes time to consider related ideas and explain their reasoning. OpenAI has already implemented some safety measures, like deliberative alignment , which help guide the models decision-making in following ethical principles. However, as AI advances, these measures will need to evolve.

OpenAI 296

OpenAI ChatGPT AI AI 296

NVIDIA

JANUARY 6, 2025

Then generative AI creating text, images and sound, Huang said. Now, were entering the era of physical AI, AI that can proceed, reason, plan and act. The latest generation of DLSS can generate three additional frames for every frame we calculate, Huang explained. The next frontier of AI is physical AI, Huang explained.

Robotics 144

Robotics Explainability AI AI 144

AI News

JANUARY 28, 2025

A triad of Ericsson AI labs Central to the Cognitive Labs initiative are three distinct research arms, each focused on a specialised area of AI: GAI Lab (Geometric Artificial Intelligence Lab): This lab explores Geometric AI, emphasising explainability in geometric learning, graph generation, and temporal GNNs.

AI Researcher 240

AI Researcher AI Research Data Scientist Big Data 240

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. AI models are just one part of the equation.

LLM 165

LLM Explainability AI AI 165

Flipboard

FEBRUARY 23, 2025

As the researchers explained, Claude 3.5 Sonnet performed better than the two OpenAI models pitted against it and made more money than o1 and GPT-4o. Still, the majority of its answers were wrong, andaccording to the researchers,any model would need "higher reliability" to be trusted with real-life coding tasks.

OpenAI 181

OpenAI Software Engineer Large Language Models Explainability 181

Flipboard

MARCH 6, 2025

There seems to be a new, more impressive AI model every week. At TechCrunch Sessions: AI, on June 5 in Zellerbach Hall at UC Berkeley, well host a panel on How Founders Can Build on Existing Given the rapid pace, how can founders best position themselves to build on top of this technology?

AI Modeling 171

AI Modeling Explainability AI AI 171

Flipboard

JANUARY 16, 2025

Rapid development and deployment of powerful generative AI models comes with environmental consequences, including increased electricity demand and

Explainability 181

Explainability Generative AI AI Modeling AI 181

Unite.AI

MARCH 6, 2025

We develop AI governance frameworks that focus on fairness, accountability, and transparency in decision-making. Our approach includes using diverse training data to help mitigate bias and ensure AI models align with societal expectations. We work closely with clients to build AI models that are both efficient and ethical.

Automation 165

Automation AI Modeling Natural Language Processing Explainability 165

AI News

FEBRUARY 13, 2025

The development could reshape how AI features are implemented in one of the world’s most regulated tech markets. According to multiple sources familiar with the matter, Apple is in advanced talks to use Alibaba’s Qwen AI models for its iPhone lineup in mainland China.

Big Data 263

Big Data Natural Language Processing Large Language Models AI 263

AI News

MAY 29, 2024

In an interview ahead of the Intelligent Automation Conference , Ben Ball, Senior Director of Product Marketing at IBM , shed light on the tech giant’s latest AI endeavours and its groundbreaking new Concert product. IBM’s current focal point in AI research and development lies in applying it to technology operations.

Explainability 327

Explainability Automation Big Data AI Engineer 327

Flipboard

FEBRUARY 15, 2025

Few settings would seem worse suited for submitting AI-generated text than a court of law, where everything you say, write, and do, is subjected to maximum scrutiny. And yet lawyers keep getting caught relying on crappy, hallucination-prone AI models anyway , usually to the judge's and the client's chagrin.

Artificial Intelligence 149

Artificial Intelligence Artificial Intelligence Large Language Models AI Modeling 149

Unite.AI

JANUARY 2, 2025

Transparency allows AI decisions to be explained, understood, and verified. Developers can identify and correct biases when AI systems are explainable, creating fairer outcomes. This collective effort accelerates advancements and ensures AI systems are inclusive and relevant to diverse populations.

AI Development 130

AI Development AI Developer Explainability AI 130