BestHub
Sign in
Amap Tech
Author

Amap Tech

Official Amap technology account showcasing all of Amap's technical innovations.

261
Articles
0
Likes
1.6k
Views
0
Comments
Recent Articles

Latest from Amap Tech

100 recent articles max
Amap Tech
Amap Tech
Oct 12, 2026 · Artificial Intelligence

Amap's 16 NeurIPS 2026 Papers: Multimodal LLMs, Spatial Intelligence & Visual Reasoning

Amap had 16 papers accepted at NeurIPS 2026, covering multimodal large models, spatial intelligence, visual reasoning, and reinforcement learning, with highlights including a decomposed verifier for generative world modeling, gradient projection for continual multimodal learning, map-free transit route generation, and benchmarks for coding agents and travel planning.

3D reconstructionEmbodied AINeurIPS 2026
0 likes · 30 min read
Amap's 16 NeurIPS 2026 Papers: Multimodal LLMs, Spatial Intelligence & Visual Reasoning
Amap Tech
Amap Tech
Sep 23, 2026 · Artificial Intelligence

From Street View to Navigation: Post-Training Multimodal LLMs for Reliable Landmark Extraction

Amap details its system for extracting navigation landmarks from street-view imagery using multimodal large models, covering data annotation standards, a three-stage training pipeline (SFT, DPO, GRPO with a risk-aware reward), bounding-box-free evaluation, offline production, online integration, and A/B tests showing 23.5% faster user departure.

DPOGRPOSFT
0 likes · 26 min read
From Street View to Navigation: Post-Training Multimodal LLMs for Reliable Landmark Extraction
Amap Tech
Amap Tech
Sep 22, 2026 · Artificial Intelligence

DIANOIA: Multi-Agent Diagnosis & Repair for Navigation Tool Trajectories

Amap introduces DIANOIA, a multi-agent system that diagnoses and repairs low-confidence tool-call trajectories for navigation Live mode by generating diverse candidates, executing them in real tool environments, cross-reviewing failures, and synthesizing corrected sequences, boosting data quality for LLM training while reducing compute costs.

DIANOIAEMNLP 2026LLM agents
0 likes · 28 min read
DIANOIA: Multi-Agent Diagnosis & Repair for Navigation Tool Trajectories
Amap Tech
Amap Tech
Sep 21, 2026 · Artificial Intelligence

Spacetime-GR: Amap's Spatiotemporal Generative Model for Industrial POI Recommendation

Amap's Spacetime-GR introduces a spatiotemporal-aware generative framework for industrial-scale POI recommendation, using hierarchical POI encoding, explicit spatiotemporal tokenization, and a three-stage training pipeline to achieve significant CTR and CVR gains in online deployment at ICDM 2026.

AmapICDM 2026POI recommendation
0 likes · 14 min read
Spacetime-GR: Amap's Spatiotemporal Generative Model for Industrial POI Recommendation
Amap Tech
Amap Tech
Aug 20, 2026 · Artificial Intelligence

How Gaode Momentum’s “TuTu” Robot Dog Achieves Fully Autonomous Multi‑Scenario Operations

The article analyzes how Gaode Momentum’s TuTu robot dog overcomes high deployment costs by using map‑free spatial understanding, multimodal perception, and a unified embodied AI brain to enable reliable autonomous navigation and task execution across five diverse real‑world scenarios.

Embodied AIautonomous navigationmultimodal perception
0 likes · 11 min read
How Gaode Momentum’s “TuTu” Robot Dog Achieves Fully Autonomous Multi‑Scenario Operations
Amap Tech
Amap Tech
Aug 14, 2026 · Artificial Intelligence

How AutoSDK Builds a Self‑Evolving AI Coding Loop for Enterprise Delivery

The article explains why a single successful AI‑generated code run is insufficient for enterprise software, and how AutoSDK uses built‑in observability, Loop Engineering, and a four‑stage "observe‑attribute‑intervene‑validate" loop—supported by concrete metrics, trace and log pillars—to achieve stable, continuously improving AI coding delivery.

AI codingLoop engineeringObservability
0 likes · 17 min read
How AutoSDK Builds a Self‑Evolving AI Coding Loop for Enterprise Delivery
Amap Tech
Amap Tech
Aug 13, 2026 · Artificial Intelligence

Three Amap Papers at CIKM 2026: Route Planning, Generative Search & Recommendation, and Causal Inference

The article showcases three CIKM 2026 papers from Amap—GenMRP for real‑time multi‑route planning, IntSR a deployed generative search‑and‑recommendation system, and FunnelCausalNet for multi‑tier coupon allocation—detailing their motivations, methods, experimental results, and industrial impact.

AmapCIKM 2026Generative AI
0 likes · 8 min read
Three Amap Papers at CIKM 2026: Route Planning, Generative Search & Recommendation, and Causal Inference
Amap Tech
Amap Tech
Aug 12, 2026 · Artificial Intelligence

How Harness Enables Controllable AI Delivery for Automotive Software

The article analyzes why enterprise AI coding often loses control, outlines five typical risk categories, and shows how Harness and AutoSDK implement three defense lines—pre‑control, mid‑control, and post‑control—to embed context governance, behavior constraints, AI self‑testing, and feedback left‑shift, achieving measurable reductions in context usage and defect leakage.

AIAI testingAutoSDK
0 likes · 20 min read
How Harness Enables Controllable AI Delivery for Automotive Software