
[2025 Week 52] MetaX Weekly AI Trends Report
Key Headlines and Service Launches: OpenAI significantly enhanced personalization features to improve user experience, including the 'Your Year with ChatGPT' feature summarizing annual usage patterns.
김한얼 is a journalist at META-X.

Key Headlines and Service Launches: OpenAI significantly enhanced personalization features to improve user experience, including the 'Your Year with ChatGPT' feature summarizing annual usage patterns.

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI. MetaX weekly review of the latest AI research papers.

Step-GUI Technical Report: Research on AI that can autonomously operate smartphone or PC screen (GUI) interfaces. MetaX weekly review of the latest AI research papers.

Next-Generation Model Launches and Evolution of Multimodal Technology. OpenAI launched GPT-Image-1.5, a faster and more accurate image generation model, strengthening market competitiveness.

Major Model and Product Launches. OpenAI's GPT-5.2 is introduced optimized for professional use and long-term agent workflows. The model covers knowledge work and long-form content.

Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance. MetaX weekly review of the latest AI research papers.

Latest Model Releases and Performance Competition. DeepSeek released the V3.2 model claiming performance matching GPT-5, with particularly higher computational capabilities in V3.2-Spec.

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence. MetaX weekly review of the latest AI research papers.

Latest Model Performance and Math/Reasoning Capability Development. DeepSeek's new math reasoning model DeepSeek-Math-V2 achieved gold-level performance at IMO 2025.

ROOT: Robust Orthogonalized Optimizer for Neural Network Training. MetaX weekly review of the latest AI research papers.

Major Model Releases and Updates. Google released Gemini 3 and Nano Banana Pro, with Nano Banana Pro being the equivalent of Gemini 3 Pro.

Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation. MetaX weekly review of the latest AI research papers.

Major Model Releases and Performance Competition. OpenAI released the latest models GPT-5.1 Instant and GPT-5, enabling more user customization.

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds. MetaX weekly review of the latest AI research papers.

AI Company Financials, Strategy, and Key Partnerships. Major AI companies centered on OpenAI and Anthropic are planning astronomical investment and aggressive growth.

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm. MetaX weekly review of the latest AI research papers.

AI Industry Trends and Infrastructure Investment. The AI industry is attracting record investment, with fierce competition especially in infrastructure construction and semiconductors.

Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations. MetaX weekly review of the latest AI research papers.

Major Infrastructure Investment and Corporate Strategy. Meta and private credit company Blue Owl arranged a $27 billion debt deal to build a data center in Louisiana.

A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning. MetaX weekly review of the latest AI research papers.