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Foundation Models

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IT Services Circle
IT Services Circle
Jun 12, 2025 · Mobile Development

What’s New in iOS 26? Apple’s Biggest UI Overhaul and AI Features Unveiled at WWDC 2025

Apple’s WWDC 2025 revealed iOS 26 (formerly iOS 19) with a sweeping “Liquid Glass” UI redesign, AI‑powered photo tools, a dynamic lock‑screen clock, revamped camera and gallery, plus a new Foundation Models Framework for on‑device AI, while iPadOS gains multi‑window and file‑management features.

AI integrationApple WWDC 2025Foundation Models
0 likes · 7 min read
What’s New in iOS 26? Apple’s Biggest UI Overhaul and AI Features Unveiled at WWDC 2025
DataFunTalk
DataFunTalk
Jun 10, 2025 · Artificial Intelligence

Why Apple’s WWDC AI Rollout Missed the Mark and Sank $750 B in Market Value

Apple’s WWDC revealed delayed Siri updates, a new Xcode 26 with built‑in ChatGPT, and a Foundation Models framework, but investors were disappointed, causing a $750 billion market‑cap drop and sparking criticism that Apple’s AI strategy lags behind competitors.

AppleArtificial IntelligenceFoundation Models
0 likes · 7 min read
Why Apple’s WWDC AI Rollout Missed the Mark and Sank $750 B in Market Value
DataFunTalk
DataFunTalk
Sep 2, 2024 · Artificial Intelligence

Exploring Graph Foundation Models: Concepts, Techniques, and Future Directions

This article introduces graph foundation models, explains their relationship with large language models, reviews recent advances in graph neural networks and representation learning, presents the authors' own research on PT‑HGNN, Specformer and GraphTranslator, and discusses challenges, future research directions, and a Q&A session.

Artificial IntelligenceFoundation ModelsGraph Neural Networks
0 likes · 23 min read
Exploring Graph Foundation Models: Concepts, Techniques, and Future Directions
DataFunSummit
DataFunSummit
Jun 1, 2024 · Artificial Intelligence

Graph Foundation Models: Concepts, Progress, and Future Directions

This article provides a comprehensive overview of Graph Foundation Models (GFMs), covering their definition, key characteristics, historical development of graph machine learning, recent research trends such as PT‑HGNN, Specformer, and GraphTranslator, and discusses future challenges and research directions.

Artificial IntelligenceFoundation ModelsGraph Neural Networks
0 likes · 23 min read
Graph Foundation Models: Concepts, Progress, and Future Directions
DataFunSummit
DataFunSummit
Feb 23, 2024 · Artificial Intelligence

Tool Learning with Foundation Models: Frameworks, Datasets, and Open‑Source Toolkits

Tool learning enables foundation models to follow human instructions and use external tools, and this article reviews Tsinghua’s research, introduces the WebCPM interactive web‑search QA framework, BMTools and ToolBench packages, and discusses background, frameworks, applications, and future challenges in AI tool usage.

AIFoundation ModelsWeb Search
0 likes · 21 min read
Tool Learning with Foundation Models: Frameworks, Datasets, and Open‑Source Toolkits
DataFunTalk
DataFunTalk
Dec 25, 2023 · Artificial Intelligence

Tool Learning with Foundation Models: Frameworks, Datasets, and Open‑Source Toolkits

This article reviews the emerging field of tool learning for large foundation models, outlining its background, categorization, core framework components, training strategies, and applications such as WebCPM, BMTools, and ToolBench, while highlighting recent research results and open‑source resources.

AI toolsFoundation ModelsLarge Language Models
0 likes · 21 min read
Tool Learning with Foundation Models: Frameworks, Datasets, and Open‑Source Toolkits
AntTech
AntTech
Mar 13, 2023 · Artificial Intelligence

Thoughts on the Next‑Generation AI Infrastructure: Green and Shared Model‑as‑a‑Service

In this conference talk, He Zhengyu of Ant Group outlines the challenges of large‑model AI, proposes a green, shared, model‑centric infrastructure built on foundation models, cloud‑native MLOps, and Model‑as‑a‑Service (MaaS) to lower cost and accelerate AI adoption across industries.

AI infrastructureCloud NativeFoundation Models
0 likes · 14 min read
Thoughts on the Next‑Generation AI Infrastructure: Green and Shared Model‑as‑a‑Service