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Latest from Kuaishou Tech

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Kuaishou Tech

Jul 10, 2026 · Artificial Intelligence

KAT-Coder-Pro V2.5 Launch: Boosting Agentic Coding from Code Writing to Full Engineering

KAT-Coder-Pro V2.5 introduces a flagship Agentic coding model that expands long‑chain engineering ability, adds a universal Agentic framework, and leverages a large‑scale RL pipeline, achieving top scores on SWE‑Bench Pro, PinchBench and internal benchmarks while enabling developers to hand over complete issues without manual decomposition.

Agentic CodingAutoBuilderKAT-Coder-Pro

0 likes · 11 min read

KAT-Coder-Pro V2.5 Launch: Boosting Agentic Coding from Code Writing to Full Engineering

Kuaishou Tech

Jul 8, 2026 · Artificial Intelligence

Four-Stage Evolution of Intelligent UI Test Case Generation and Execution

This article analyzes the growing pressure on software testing caused by rapid product iteration and complex business rules, then details a four‑stage evolution—from prompt‑engineered V1 to multi‑agent V2, knowledge‑enhanced V3, and agentic self‑evolving V4—showing how each stage improves generation rate, adoption, and defect coverage while outlining practical lessons for teams adopting AI‑driven testing.

AIMulti-Agent Systemsknowledge management

0 likes · 19 min read

Four-Stage Evolution of Intelligent UI Test Case Generation and Execution

Kuaishou Tech

Jul 7, 2026 · Artificial Intelligence

AI Coding Product Evolution: From Autocompletion to Human‑Agent Collaboration

The talk traces Kuaishou's AI coding journey from early tab‑completion with 5‑20% generation rates to a 90‑100% code‑generation ratio in recent weeks, analyzes the persistent ABAB serial‑execution friction, and proposes a spec‑driven long‑running Agent loop that externalizes state, unifies execution nodes, and enables true human‑agent parity through shared context and CLI integration.

AI codingcoding agentsexecution node

0 likes · 29 min read

AI Coding Product Evolution: From Autocompletion to Human‑Agent Collaboration

Kuaishou Tech

Jul 6, 2026 · Artificial Intelligence

ICML 2026 Spotlight: MetaphorVU – The First Benchmark for Metaphorical Video Understanding

The MetaphorVU project introduces the first systematic benchmark for metaphor video understanding, builds a taxonomy of eight metaphor types from billions of real short videos, evaluates 11 multimodal LLMs revealing a 20‑point gap to human performance, and proposes MetaphorBoost—a knowledge‑graph‑enhanced inference framework that consistently improves metaphor comprehension across models.

ICML 2026Knowledge GraphMetaphorBoost

0 likes · 14 min read

ICML 2026 Spotlight: MetaphorVU – The First Benchmark for Metaphorical Video Understanding

Kuaishou Tech

Jul 2, 2026 · R&D Management

From AI Tools to AI‑Native Teams: Paradigm Shifts and Organizational Evolution

The talk reveals why, despite 89% of firms deploying AI, overall productivity only rose 0.29%, and explains Kuaishou's three‑layer AI‑native paradigm (L1‑L3), the hidden frictions between humans and AI, and the three‑tier restructuring of information, processes, and organization needed to turn AI capability into real engineering efficiency.

AI productivityAI-nativeKuaishou

0 likes · 23 min read

From AI Tools to AI‑Native Teams: Paradigm Shifts and Organizational Evolution

Kuaishou Tech

Jun 18, 2026 · Artificial Intelligence

Kuaishou Tech Team Highlights Multiple ICML 2026 Papers Across AI Domains

The Kuaishou technology team reports that several of its papers were accepted at the prestigious ICML 2026 conference—including a spotlight paper on metaphor video understanding, works on causal discovery for irregular time series, image super‑resolution, large‑scale notification dispatch, full‑order ranking, phase‑aware MoE for RL, end‑to‑end e‑commerce search, spatial‑reasoning rewards, a unified SWE benchmark, video temporal grounding, and interpretable transformers—while also inviting attendees to visit their booth B101 in Seoul.

ICML 2026KuaishouRanking

0 likes · 18 min read

Kuaishou Tech

Jun 16, 2026 · Artificial Intelligence

Generative Recommendation at Kuaishou: Systematic Evolution and Salon Highlights

The article recaps Kuaishou's June 13 technical salon, detailing the systematic evolution of generative recommendation—from scaling models to reasoning enhancements—through core projects OneReason, Pool‑Rec, OneSearch V2, and GR4AD, and announces the industry‑wide LLM‑Rec challenge for students.

GR4ADGenerative RecommendationKuaishou

0 likes · 10 min read

Generative Recommendation at Kuaishou: Systematic Evolution and Salon Highlights

Kuaishou Tech

Jun 11, 2026 · Artificial Intelligence

Keye-VL-2.0 Brings DeepSeek Sparse Attention to Multimodal AI – Report Released

Keye‑VL‑2.0, an open‑source MoE multimodal foundation model, tackles hour‑level video understanding and agentic intelligence by embedding DeepSeek Sparse Attention into a GQA‑based architecture, enabling near‑lossless 256 K token context, four‑stage pre‑training, diverse RL distillation techniques, and achieving state‑of‑the‑art results on long‑video benchmarks, with weights publicly released.

Long VideoMoEPretraining

0 likes · 8 min read

Keye-VL-2.0 Brings DeepSeek Sparse Attention to Multimodal AI – Report Released

Kuaishou Tech

Jun 10, 2026 · Mobile Development

How Kuaishou Scaled HarmonyOS: Technical Practices Unveiled at HDC 2026

The article outlines Kuaishou's seven technical sessions at HDC 2026, detailing solutions for HarmonyOS large‑scale deployment such as startup performance, HD streaming, memory‑leak mitigation, cross‑platform framework adaptation, KMP integration, ArkUI optimization, and AI‑native enhancements.

AI integrationArkUICross‑Platform Development

0 likes · 9 min read

How Kuaishou Scaled HarmonyOS: Technical Practices Unveiled at HDC 2026

Kuaishou Tech

Jun 8, 2026 · Artificial Intelligence

CVPR NTIRE 2026 UGC Short Video Restoration Challenge: Winning Solutions Revealed

The CVPR NTIRE 2026 challenge introduced the KwaiVIR benchmark for real‑world UGC short‑video degradation and hosted two tracks—subjective and objective—where 12 teams submitted results, with RedMediaTech achieving top scores across fidelity, perceptual quality, and temporal consistency, followed by detailed analyses of the leading methods.

KwaiVIR datasetNTIRE 2026UGC video restoration

0 likes · 10 min read

CVPR NTIRE 2026 UGC Short Video Restoration Challenge: Winning Solutions Revealed