Analytics Vidhya

DECEMBER 11, 2024

While days are getting shorter and nights are growing longer, all we want to do is watch some Christmas movies and chill at home but OpenAI has definitely got no chill!

OpenAI 253

OpenAI AI AI Generative AI 253

Flipboard

JUNE 16, 2025

Transformer Architecture Definition : The transformer is the foundation of large language models. Self-Attention Definition : If there is a type of component within the transformer architecture that is mainly responsible for the success of LLMs, that is the self-attention mechanism.

Large Language Models 137

Large Language Models Explainability Natural Language Processing Prompt Engineer 137

AI News

JANUARY 17, 2025

The tool identifies whether two structures are merely ordered approximations of the same underlying disordered structure, enabling more robust definitions of novelty. To address this, Microsoft devised a new structure-matching algorithm that incorporates compositional disorder into its evaluations.

Big Data 302

Big Data Generative AI Algorithm Explainability 302

Unite.AI

NOVEMBER 11, 2024

Challenges 0f AI in CRM Adoption The integration of AI in CRM brings new ways to handle customer relationships, but its integration comes with some definite challenges that might hinder performance. By leveraging ML algorithms, organizations can optimize their processes and drive ongoing improvements in customer relationship management.

Data Ingestion 218

Data Ingestion AI AI Natural Language Processing 218

Unite.AI

MAY 23, 2025

This involves creating a comprehensive brand definition that guides AI in understanding and enhancing the brand's voice and values. This involves creating a detailed brand definition that guides AI in aligning with your brand's voice and values. Clear goals are another critical component.

AI 184

AI AI Artificial Intelligence Artificial Intelligence 184

AWS Machine Learning Blog

JULY 11, 2025

For most organizations, this gap remains stubbornly wide, with business teams trapped in endless cycles—decoding metric definitions and hunting for the correct data sources to manually craft each SQL query. Large language models can transform how we bridge the gap between business questions and actionable data insights.

Metadata 76

Metadata Auto-classification Categorization Explainability 76

Unite.AI

APRIL 8, 2025

The explanation based on guilt and cultural beliefs about robots, while supported by the data, requires further empirical investigation to establish causality definitively. The researchers suggest that validating these findings in field studies with actual autonomous technologies would be an important next step.

Robotics 261

Robotics Explainability Algorithm Artificial Intelligence 261

Flipboard

MARCH 18, 2025

Voroninski: Theres definitely interest in multiple modalities from our customers. And one nice thing about video data, which is definitely still the dominant modality for self-driving, you can train on video data that is not just coming from driving. Are different car companies still relying on different modalities?

Generative AI 147

Generative AI AI AI 147

Unite.AI

JUNE 10, 2025

Key Definitions: API or Application Programming Interface : A set of rules and protocols enabling different software applications to communicate and exchange information. ” A robust tool definition includes: A clear, natural language description of the tool's purpose and functionality. Tools like Stainless.ai ” 3.

Prompt Engineer 130

Prompt Engineer Prompt Engineering LLM Large Language Models 130

AI News

FEBRUARY 7, 2025

TikTok remains under fire over accusations that user data is accessible to the CCP, though definitive proof has yet to materialise. The controversy surrounding DeepSeek bears similarities to debates over TikTok , the social video app owned by Chinese company ByteDance.

Big Data 311

Big Data OpenAI Automation ChatGPT 311

Unite.AI

JANUARY 13, 2025

Clear definitions and enforceable standards for what qualifies as AI are long overdue. They need hard evidence, independent audits, and rigorous technical reviews to verify claims and demonstrate technical authenticity and sustainable competitive advantages. Regulators have an equally critical role.

Artificial Intelligence 217

Artificial Intelligence Artificial Intelligence Machine Learning Natural Language Processing 217

Flipboard

NOVEMBER 19, 2024

To start, FDA officials wrote in an executive summary shared before the meeting, it’s hard to know when it qualifies as a device under the agency’s definitions.     Why is it so hard to regulate generative AI products in medicine?   Continue to STAT+ to read the full story…

Generative AI 161

Generative AI Large Language Models AI AI 161

Eugene Yan

JUNE 21, 2025

Open-ended questions: Queries on broad themes or interpretative topics rarely have a single definitive answer, especially for large documents or corpora. Definitions: These assess a model’s ability to explain domain-specific content based on the document. or “What is the legal clause mentioned in Section 2.1?”

LLM 268

LLM Large Language Models Computational Linguistics NLP 268

Flipboard

APRIL 24, 2025

Augmenting SQL DDL definitions with metadata to enhance LLM inference This involves enhancing the LLM prompt context by augmenting the SQL DDL for the data domain with descriptions of tables, columns, and rules to be used by the LLM as guidance on its generation. The set of few-shot examples of user queries and corresponding SQL statements.

LLM 143

LLM Metadata Generative AI ML 143

Unite.AI

APRIL 25, 2025

Instead, businesses must develop a flexible, scalable privacy framework that adapts to a mosaic of laws and evolving definitions of personal data. Each law emphasizes stronger consumer control and transparency, with unique nuances around applicability and definitions, and mark a shift toward stricter, more nuanced regulation across states.

Artificial Intelligence 167

Artificial Intelligence Artificial Intelligence Machine Learning Generative AI 167

ODSC - Open Data Science

APRIL 4, 2025

Editors note: Ivan Lee is a speaker for ODSC East 2025 this May 13th to 15th in Boston. Be sure to check out his talk, The 2025 Shift to Smaller Models: Why Specialized AI Will Win ,there! In the evolving field of natural language processing (NLP), data labeling remains a critical step in training machine learning models.

LLM 52

LLM Automation NLP Natural Language Processing 52

Marktechpost

JANUARY 5, 2025

Technical Insights and Benefits G2PT introduces a sequence-based representation that divides graphs into node and edge definitions. Node definitions detail indices and types, while edge definitions outline connections and labels.

LLM 88

LLM ML AI AI 88

AI News

JULY 2, 2025

It is also essential that all security measures for the hosting environment are implemented, despite locally-run AI models enhancing data privacy by definition. Most tools have the capability to run on standard consumer-grade hardware, but performance is likely to improve the higher the specification.

AI Modeling 175

AI Modeling Big Data Python AI 175

Analytics Vidhya

JUNE 25, 2025

While you may not presently be aware of its working, know that you have definitely used it in some form or the other. If you have just started to learn machine learning, chances are you have already heard about a Decision Tree. Decision Trees have long powered the backend of some of the most popular […] The post What is Decision Tree?

Machine Learning 122

Machine Learning 122

Unite.AI

NOVEMBER 22, 2024

In this domain, the influence of AI is still at a moderate level as human interaction and interpersonal relationship building are of great importance: Running Meetings and Internal Comms AI can definitely help to prepare an agenda for a meeting, take notes , and follow-up actions, driving productive team discussions and fostering alignment remains (..)

Data Analysis 144

Data Analysis AI AI Artificial Intelligence 144

AI News

JANUARY 9, 2025

But there’s no clear definition of what actually constitutes ‘fair use,’ and many authors claim that AI threatens their livelihoods. Many content creators have resorted to legal action, with a prominent lawsuits filed by the New York Times against OpenAI.

OpenAI 271

OpenAI AI AI ChatGPT 271

Flipboard

APRIL 2, 2025

It definitely learned a different strategy for doing the math than the one that you or I were taught in school, Batson says. Rather than performing a human-like step-by-step, the test model used two kinds of logic to arrive at the answer: It approximated the answer (is it in the 90s?) and it estimated the last digit of the answer.

Neural Network 176

Neural Network LLM AI AI 176

Flipboard

JULY 3, 2025

There’s no shared definition, which leaves plenty of room for companies to market basic automation as something much more advanced. But we need to match the ambition with thoughtful design, clear definitions, and realistic expectations. We’re starting to give AI agents real autonomy, and we’re not prepared for what could happen next.

Large Language Models 180

Large Language Models AI AI Algorithm 180

Flipboard

FEBRUARY 11, 2025

The research team surveyed 319 "knowledge workers" basically, folks who solve problems for work, though definitions vary about their experiences using generative AI products in the workplace.

AI Tools 178

AI Tools Artificial Intelligence Artificial Intelligence Automation 178

Flipboard

JULY 16, 2025

But as AI systems grow more autonomous and expectations rise for real-time reasoning, low latency, and cost-efficiency, the definition of intelligence is shifting. For much of the AI era, intelligence has been on-demand: a user issues a prompt, and the model responds after reasoning through the request.

OpenAI 102

OpenAI AI AI Chatbots 102

Unite.AI

OCTOBER 30, 2024

While you'll definitely want to customize it, having that foundation saves a lot of time. Pitch Deck Creator The Upmetrics pitch deck creator is a handy feature. It uses AI to automatically pull key information from your business plan to create a basic pitch deck structure! market research reports, patents, permits, whatever you need).

AI 261

AI AI AI Tools 261

AWS Machine Learning Blog

JULY 11, 2025

This creates a seamless bridge between learning about metrics and visualizing them—users can start with simple queries about metric definitions and quickly transition to data exploration without reformulating their requests.

Business Intelligence 108

Business Intelligence Metadata Automation Large Language Models 108

AWS Machine Learning Blog

MAY 6, 2025

Human-based model evaluation has supported custom metric definition since its launch in November 2023. At the time of writing, we dont accept custom AWS Lambda functions or endpoints for code-based custom metric evaluators.

Generative AI 74

Generative AI Categorization LLM AI 74

Unite.AI

APRIL 17, 2025

Its easy to speculate, saying this is my definition of kindness, which isnt mathematically meaningful, but now with AI, it's practically important because if we want to make AI kind, we have to tell it in the language of mathematics what kindness is , for example, Dr. How can you even think about kindness?

Artificial Intelligence 157

Artificial Intelligence Artificial Intelligence Neural Network Categorization 157

Unite.AI

FEBRUARY 28, 2025

All of our employees know the basics but its always good to review and there were definitely best practices to share. The execution was ours, but AI definitely helped us get the material in front of the team quickly and in an organized manner in minutes instead of hoursor maybe never. The ideas were ours.

AI Tools 185

AI Tools ChatGPT Explainability Generative AI 185

Unite.AI

APRIL 3, 2025

Rather than debating abstract definitions of an “agent,” let's focus on practical implementation challenges and the capability spectrum that development teams are navigating today.

Prompt Engineer 144

Prompt Engineer Prompt Engineering Software Engineer Explainability 144

Unite.AI

NOVEMBER 6, 2024

In the meantime, business interests remain frustrated by the possibility that the expensive models they wish to exploit could expose them to legal ramifications when definitive legislation and definitions eventually emerge. If we had to give it a definition, in this case it might be called ‘face-washing'.

Generative AI 144

Generative AI Computer Vision AI Modeling Large Language Models 144

Unite.AI

APRIL 23, 2025

. ‘For some objects, the COCO annotations are highly inconsistent likely due to differing definitions of those objects used by the original annotators.

AI Research 157

AI Research AI Researcher Machine Learning AI 157