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AntTech

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

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AntTech
AntTech
Jul 27, 2026 · Artificial Intelligence

LLaDA2.2 Released: Levenshtein Editing Enables Diffusion Language Models to Correct On-the-Fly

LLaDA2.2 introduces a Levenshtein‑based edit mechanism and the L‑EBPO reinforcement framework, allowing diffusion language models to delete and insert tokens during agent interactions, achieving near‑autoregressive accuracy (53.83 vs 55.74) and 1.64× higher BF16 throughput, plus an 8.6 % gain on SWE‑bench.

LLaDA2.2Levenshtein editingMoE
0 likes · 11 min read
LLaDA2.2 Released: Levenshtein Editing Enables Diffusion Language Models to Correct On-the-Fly
AntTech
AntTech
Jul 18, 2026 · Artificial Intelligence

How HOP 3.0 Gives Intelligent Agents a Native Language for Trustworthy Enterprise AI

The article analyzes the lack of a native language for autonomous agents, outlines three generations of task‑language designs and three associated risks, and explains how Ant Financial’s HOP 3.0 fuses explicit structured logic with large‑model reasoning to improve reliability, reduce token usage and fault rates, and embed security rules directly into the agent’s execution language.

AI trustworthinessHOP 3.0Native Language
0 likes · 9 min read
How HOP 3.0 Gives Intelligent Agents a Native Language for Trustworthy Enterprise AI
AntTech
AntTech
Jul 18, 2026 · Artificial Intelligence

How Ant Group and 20+ Partners Are Building a Trustworthy Agent Ecosystem with ASL

Ant Group outlines the security challenges of scaling AI agents and describes its native‑security AgentOS platform, the ASL trust protocol, and the Avernet collaboration infrastructure, developed together with more than twenty industry partners to enable trustworthy multi‑agent interactions.

AI AgentsASL protocolAgentOS
0 likes · 8 min read
How Ant Group and 20+ Partners Are Building a Trustworthy Agent Ecosystem with ASL
AntTech
AntTech
Jul 3, 2026 · Artificial Intelligence

AReaL 2.0 Launch: Micro‑Service Architecture Brings Online RL to Agent Applications

AReaL 2.0 re‑architects agentic reinforcement learning as a set of decoupled micro‑services, allowing existing agents to join an online RL loop with minimal code changes while addressing engineering gaps such as data conversion, multi‑turn modeling, and weight synchronization.

AReaLKPop strategyRL micro-service
0 likes · 8 min read
AReaL 2.0 Launch: Micro‑Service Architecture Brings Online RL to Agent Applications
AntTech
AntTech
Jun 30, 2026 · Artificial Intelligence

FinixDoc Tackles Hard Financial Document Parsing with a 4B Model and Open‑Source Benchmark

FinixDoc is an end‑to‑end financial document parsing system built on a 4‑billion‑parameter Qwen3‑VL model that outperforms open‑source baselines on the newly released FinixDocBench, handling low‑quality, complex and ultra‑large documents through a specialized training pipeline and evaluation matrix.

Contrastive LearningFinixDocBenchQwen3-VL-4B
0 likes · 11 min read
FinixDoc Tackles Hard Financial Document Parsing with a 4B Model and Open‑Source Benchmark
AntTech
AntTech
Jun 23, 2026 · Artificial Intelligence

How Three CVPR 2026 Performance‑Boosting Techniques Break Visual Task Bottlenecks

This article reviews three CVPR 2026 papers—AVGGT, MVP, and Online3R—detailing how re‑engineered global attention, multi‑view prediction, and online self‑supervised learning each dramatically improve efficiency, stability, or consistency of visual tasks such as multi‑view 3D reconstruction and GUI grounding.

3D reconstructionCVPR 2026GUI grounding
0 likes · 8 min read
How Three CVPR 2026 Performance‑Boosting Techniques Break Visual Task Bottlenecks
AntTech
AntTech
Jun 9, 2026 · Artificial Intelligence

How CVPR 2026 Papers Solve Motion Jitter, Pose‑Free Avatars, and Point Cloud Convolution

This article reviews three CVPR 2026 award‑candidate papers that introduce HTD‑Refine for reducing motion jitter in monocular video, UIKA for fast pose‑free head avatar modeling with real‑time rendering, and PointCNN++ for efficient native‑point convolution with significant speed and memory gains.

CVPR 2026computer visiondigital avatar modeling
0 likes · 7 min read
How CVPR 2026 Papers Solve Motion Jitter, Pose‑Free Avatars, and Point Cloud Convolution
AntTech
AntTech
Jun 1, 2026 · Artificial Intelligence

Venus‑DeFakerOne: Breaking Forgery Boundaries with a Unified Fake Image Detection Model

Venus‑DeFakerOne introduces a unified foundation model that combines global semantics and fine‑grained pixel analysis to detect and localize diverse image forgeries, leveraging a 12.5 M mixed dataset, MLLM‑SAM2 architecture, and achieving top scores on 39 detection and 9 localization benchmarks with 95.8% accuracy on the GPT‑Image‑2 attack suite.

SAM2Venus-DeFakerOnedeepfake
0 likes · 7 min read
Venus‑DeFakerOne: Breaking Forgery Boundaries with a Unified Fake Image Detection Model