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AntTech

Oct 14, 2025 · Artificial Intelligence

How Ring-1T Achieves Trillion-Scale Deep Thinking and Competitive Benchmarks

The Ring-1T model, a trillion-parameter AI system released as open source, leverages advanced reinforcement learning techniques, extensive benchmark evaluations, and custom training frameworks to deliver balanced performance across math, code, reasoning, and creative tasks while highlighting current limitations and future development plans.

AI modelLarge Language Modelbenchmark evaluation

0 likes · 8 min read

How Ring-1T Achieves Trillion-Scale Deep Thinking and Competitive Benchmarks

AntTech

Oct 13, 2025 · Artificial Intelligence

How dInfer Accelerates Diffusion LLM Inference Over 10× Faster Than Fast‑dLLM

Ant Group's open‑source dInfer framework dramatically speeds up diffusion language model inference—achieving more than a ten‑fold boost over Fast‑dLLM, surpassing autoregressive baselines, and delivering 1011 tokens per second on HumanEval—by tackling computational cost, KV‑cache invalidation, and parallel decoding challenges through modular system‑level innovations.

AI performanceDiffusion Language ModelLLM

0 likes · 11 min read

How dInfer Accelerates Diffusion LLM Inference Over 10× Faster Than Fast‑dLLM

AntTech

Oct 9, 2025 · Artificial Intelligence

Ling-1T: The Trillion‑Parameter AI Model Redefining Efficient Reasoning

Ling-1T, a trillion‑parameter flagship non‑thinking model, combines 50 billion active parameters per token, 128 K context, Evo‑CoT reasoning, and FP8 mixed‑precision training to achieve state‑of‑the‑art performance on complex reasoning, code generation, and multimodal tasks while outlining its architecture, benchmarks, limitations, and future roadmap.

AIFP8Inference

0 likes · 11 min read

Ling-1T: The Trillion‑Parameter AI Model Redefining Efficient Reasoning

AntTech

Sep 25, 2025 · Artificial Intelligence

ICCV Spotlight: Pixel Tracing for Copy Detection and Skip-Vision Model Acceleration

The ICCV 2025 live session will deep‑dive into two cutting‑edge papers—PixTrace with CopyNCE for precise image copy detection and Skip‑Vision for dramatically faster training and inference of vision‑language models—showcasing their methods, results, and real‑world impact.

ICCV 2025computer visioncopy detection

0 likes · 5 min read

ICCV Spotlight: Pixel Tracing for Copy Detection and Skip-Vision Model Acceleration

AntTech

Sep 19, 2025 · Artificial Intelligence

How Reinforcement Learning Cuts Hallucinations in Large Language Models: Ant Insurance’s Proven Approach

Ant Insurance’s tech team leveraged reinforcement learning, focused data selection, and a multi‑dimensional reward system to dramatically reduce hallucinations in LLMs, achieving top‑rank performance on the HHEM leaderboard and robust improvements across instruction‑following and reasoning‑enhanced models.

Hallucination ControlLLMLLM-as-Judge

0 likes · 6 min read

How Reinforcement Learning Cuts Hallucinations in Large Language Models: Ant Insurance’s Proven Approach

AntTech

Sep 19, 2025 · Information Security

How Alipay Uses AI to Revolutionize Its Application Security Lifecycle

Since 2016, Alipay's security team has built the Alipay‑SDL 1.0 framework and now integrates AI and large‑model technologies to automate risk identification, enhance security tools, and streamline operations across the entire software development lifecycle, addressing rising business complexity and engineer workload.

AIApplication Securitymachine learning

0 likes · 15 min read

How Alipay Uses AI to Revolutionize Its Application Security Lifecycle

AntTech

Sep 16, 2025 · Information Security

Cutting-Edge Privacy Tech Unveiled: Gibbon, Panther & PromeFuzz at ACM CCS 2025

At the ACM CCS 2025 live paper showcase, three groundbreaking studies—Gibbon’s fast secure two‑party GBDT training, Panther’s efficient private approximate nearest‑neighbor search on a single server, and PromeFuzz’s knowledge‑driven LLM approach to fuzzing harness generation—are presented, highlighting significant performance and security advances.

LLMMPCapproximate nearest neighbor

0 likes · 8 min read

Cutting-Edge Privacy Tech Unveiled: Gibbon, Panther & PromeFuzz at ACM CCS 2025

AntTech

Sep 16, 2025 · Information Security

How Ant Group’s Aspect‑Fusion Intelligence Revolutionizes Cybersecurity Threat Detection

Ant Group’s award‑winning ‘Aspect Fusion Intelligence’ system, unveiled at the 2025 Zhejiang Cybersecurity Promotion Week, leverages AI, large models, blockchain and zero‑trust principles to tackle trillion‑scale data, rapid threat response, and financial‑grade reliability, setting new standards for intrusion detection.

AICybersecurityintrusion detection

0 likes · 5 min read

How Ant Group’s Aspect‑Fusion Intelligence Revolutionizes Cybersecurity Threat Detection

AntTech

Sep 16, 2025 · Artificial Intelligence

Unveiling the 2025 Open‑Source Large Model Landscape: Trends and Insights

The 2025 Inclusion Bund conference revealed a rapidly evolving open‑source large‑model ecosystem, highlighting 114 top projects across 22 fields, a 35% update rate, global developer distribution, community initiatives like Modak and Silicon Flow, and forward‑looking discussions on Vibe Coding, AI Agents, and the future of AI development.

AIVibe Codingecosystem

0 likes · 13 min read

Unveiling the 2025 Open‑Source Large Model Landscape: Trends and Insights

AntTech

Sep 14, 2025 · Artificial Intelligence

Ring-mini-2.0: How a 16B MoE Model Delivers 128K Context and 500+ Tokens/s

Ring-mini-2.0 is a high‑performance inference MoE model that activates only 1.4 B parameters out of 16 B total, achieving dense‑model quality below 10 B while supporting 128 K context length and ultra‑fast generation speeds of over 300 tokens/s.

AIMoEinference optimization

0 likes · 4 min read

Ring-mini-2.0: How a 16B MoE Model Delivers 128K Context and 500+ Tokens/s