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AntTech
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AntTech

Technology is the core driver of Ant's future creation.

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Latest from AntTech

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AntTech
AntTech
Apr 23, 2026 · Artificial Intelligence

Ling-2.6-flash: Faster Response, Stronger Execution, and Higher Token Efficiency for Agent Workloads

Ling-2.6-flash is a 104B‑parameter Instruct model that uses a mixed‑linear architecture and token‑efficiency optimizations to achieve up to 340 tokens/s inference speed, 4× higher throughput than comparable models, and ten‑fold lower token consumption on Agent benchmarks, while maintaining SOTA performance.

Agent OptimizationInference EfficiencyLLM
0 likes · 15 min read
Ling-2.6-flash: Faster Response, Stronger Execution, and Higher Token Efficiency for Agent Workloads
AntTech
AntTech
Apr 22, 2026 · Artificial Intelligence

How Multi‑Agent MCTS and Information‑Gain Rewards Are Transforming Mobile GUI and Search Agents

This article reviews two recent ICLR 2026 papers—M²‑Miner, a multi‑agent Monte‑Carlo Tree Search framework for low‑cost mobile GUI data mining, and IGPO, an information‑gain‑based reinforcement‑learning method that provides dense rewards for multi‑turn search agents—detailing their designs, experiments, and open‑source releases.

GUI Data MiningInformation GainLLM agents
0 likes · 8 min read
How Multi‑Agent MCTS and Information‑Gain Rewards Are Transforming Mobile GUI and Search Agents
AntTech
AntTech
Apr 14, 2026 · Artificial Intelligence

AT-ADD Challenge: Pushing All‑Type Audio Deepfake Detection Forward

The AT‑ADD competition, organized for ACM MM 2026, invites researchers to develop robust audio deepfake detection models across speech, environmental sounds, singing, and music, providing diverse real‑world datasets, baseline code, clear evaluation metrics, and a two‑stage submission process to advance AI security.

AT-ADDAudio DeepfakeChallenge
0 likes · 10 min read
AT-ADD Challenge: Pushing All‑Type Audio Deepfake Detection Forward
AntTech
AntTech
Apr 7, 2026 · Information Security

How YASA Enables Scalable Multi‑Language Taint Analysis with a Unified AST

The article introduces YASA, a unified multi‑language static taint analysis framework built on a novel Unified Abstract Syntax Tree (UAST), explains its design, core components, open‑source releases, and benchmark results that demonstrate superior coverage, precision, and performance over existing single‑ and multi‑language tools.

UASTmulti-languageopen-source
0 likes · 9 min read
How YASA Enables Scalable Multi‑Language Taint Analysis with a Unified AST
AntTech
AntTech
Apr 2, 2026 · Information Security

How ClawAegis Secures OpenClaw AI Agents with a Native Immunity System

Ant Group’s AI Security Lab and Tsinghua University have open‑sourced ClawAegis, a native security‑immune framework for OpenClaw agents that protects the entire lifecycle—from initialization to execution—by detecting malicious skill injections, memory poisoning, permission abuse, and providing dynamic auditing, configurable policies, and resource‑level safeguards.

AI securityAgent safetyOpenClaw
0 likes · 5 min read
How ClawAegis Secures OpenClaw AI Agents with a Native Immunity System
AntTech
AntTech
Mar 4, 2026 · Artificial Intelligence

Zooming Without Zooming: One‑Pass Fine‑Grained Vision for Multimodal LLMs

A new Region‑to‑Image Distillation (R2I) approach lets multimodal large language models perceive tiny visual details in a single forward pass, eliminating costly tool calls while achieving state‑of‑the‑art accuracy on the ZoomBench fine‑grained benchmark.

Model EfficiencyMultimodal AIZoomBench
0 likes · 11 min read
Zooming Without Zooming: One‑Pass Fine‑Grained Vision for Multimodal LLMs
AntTech
AntTech
Feb 16, 2026 · Artificial Intelligence

Ling‑2.5‑1T: Open‑Source 1‑Trillion‑Parameter Instant LLM with 1M‑Token Context

Ling‑2.5‑1T is an open‑source instant large language model with 1 trillion total parameters, 63 B active weights, and a 1 M token context window, featuring mixed‑linear attention, a composite correctness‑plus‑process reward for token efficiency, fine‑grained alignment, and leading benchmark performance across reasoning, instruction‑following, and agentic tasks.

Large Language ModelToken Efficiencyagentic interaction
0 likes · 13 min read
Ling‑2.5‑1T: Open‑Source 1‑Trillion‑Parameter Instant LLM with 1M‑Token Context
AntTech
AntTech
Feb 10, 2026 · Artificial Intelligence

How Split4D Reconstructs 4D Dynamic Scenes Without Video Segmentation

Split4D introduces a novel paradigm for 4D scene reconstruction that eliminates the need for video segmentation by leveraging single‑frame 2D masks, a freetime feature learning strategy, streaming sampling, and 3D tracking regularization, achieving high‑quality, object‑level decoupled representations across complex dynamic scenarios.

4D reconstructionAI graphicsGaussian splatting
0 likes · 8 min read
How Split4D Reconstructs 4D Dynamic Scenes Without Video Segmentation
AntTech
AntTech
Feb 5, 2026 · Mobile Development

How Alipay Rebuilt Its ‘My Tab’ Using KMP for Seamless Three‑Platform Code

Alipay’s terminal team refactored the high‑traffic ‘My Tab’ feature into a single Kotlin Multiplatform codebase, tackling challenges like MVC‑to‑MVVM migration, frame‑rate drops, and cross‑platform stability, and sharing detailed design patterns, performance optimizations, and solutions for Android, iOS, and HarmonyOS.

Compose UICross‑platform developmentKotlin Multiplatform
0 likes · 13 min read
How Alipay Rebuilt Its ‘My Tab’ Using KMP for Seamless Three‑Platform Code