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Latest from Baidu Geek Talk

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Baidu Geek Talk

Nov 5, 2025 · Artificial Intelligence

How AI Agents Are Revolutionizing E‑Commerce and Global Brand Expansion

In a round‑table hosted by Baidu Intelligent Cloud, industry leaders dissect how AI agents are transforming Chinese retail and overseas brand expansion, addressing challenges such as rising traffic costs, low repurchase rates, localization hurdles, and demonstrating concrete use cases in content generation, intelligent customer service, and automated marketing that promise to make AI agents an essential, not optional, component of modern commerce.

AICustomer ServiceMarketing

0 likes · 17 min read

Baidu Geek Talk

Oct 29, 2025 · Artificial Intelligence

How Baidu Transformed E‑commerce Risk Control with Multi‑Modal AI Agents

This article details Baidu's e‑commerce risk‑control overhaul, explaining how traditional rule‑based and manual reviews struggled with multimodal violations, ambiguous semantics, and poor merchant experience, and how a new AI‑driven pipeline combining large multimodal models, rule engines, and knowledge‑base queries achieved full‑automation, real‑time feedback, and high explainability.

AIe-commercerisk control

0 likes · 13 min read

How Baidu Transformed E‑commerce Risk Control with Multi‑Modal AI Agents

Baidu Geek Talk

Oct 15, 2025 · Artificial Intelligence

Can LLMs Automate Data Ingestion and Cut Integration Time from Months to Days?

This article presents an LLM‑driven intelligent data platform ingestion solution that automates schema recognition, mapping, quality rule extraction, and package building, reducing integration cycles from three months to three days while eliminating manual effort and enhancing scalability and control.

AIData PlatformLLM

0 likes · 21 min read

Can LLMs Automate Data Ingestion and Cut Integration Time from Months to Days?

Baidu Geek Talk

Oct 13, 2025 · Big Data

How Baidu Scaled Its Data Warehouse to Handle Billions of PVs and Petabytes

This article details Baidu APP's massive data‑warehouse overhaul, describing the two‑step strategy that stabilized log cleaning, modernized the ETL framework, introduced wide‑table architectures, and implemented tiered storage to dramatically improve processing speed, reliability, and cost efficiency for petabyte‑scale workloads.

Big DataData WarehouseETL

0 likes · 25 min read

How Baidu Scaled Its Data Warehouse to Handle Billions of PVs and Petabytes

Baidu Geek Talk

Sep 24, 2025 · Big Data

How Feed Real‑Time Data Warehouse Was Re‑Engineered for Speed and Cost Savings

This article explains how Baidu’s Feed real‑time data warehouse was rebuilt using a pure streaming architecture, detailing the limitations of the previous stream‑batch design, the technical solutions—including core/non‑core data separation, metric calculation in streaming, and Parquet storage with Apache Arrow—and the resulting cost reductions, latency improvements, and future roadmap.

Apache ArrowBatch ProcessingParquet

0 likes · 17 min read

How Feed Real‑Time Data Warehouse Was Re‑Engineered for Speed and Cost Savings

Baidu Geek Talk

Sep 22, 2025 · Databases

How BaikalDB’s MCP Server Turns LLMs into Zero‑Code Database Analysts

This article explains how BaikalDB leverages the Model Context Protocol to let large language models query and analyze its distributed database without writing any code, detailing the protocol’s principles, server components, transport methods, tool capabilities, use cases, configuration, and future challenges.

BaikalDBLLM integrationMCP

0 likes · 11 min read

How BaikalDB’s MCP Server Turns LLMs into Zero‑Code Database Analysts

Baidu Geek Talk

Sep 17, 2025 · Artificial Intelligence

How Baidu Maps Achieves Ultra‑Accurate ETA with AI and Traffic Big Models

This article explains how Baidu Maps' ETA system evolved from simple static calculations to AI‑driven predictive models, detailing the four development stages, the underlying pre‑trained traffic large model, end‑to‑end route prediction techniques, and real‑world applications such as commuting, airport transfers, event management, and holiday travel.

AIETAMachine Learning

0 likes · 8 min read

How Baidu Maps Achieves Ultra‑Accurate ETA with AI and Traffic Big Models

Baidu Geek Talk

Sep 15, 2025 · Artificial Intelligence

How Baidu’s AI Navigation Turns Voice Commands into Precise Actions

This article explains how Baidu Map’s AI navigation system converts spoken queries into accurate map instructions by combining speech recognition, intent parsing, large‑language‑model reasoning, tool calling, and memory‑reflection techniques, showcasing the underlying technologies that enable instant, context‑aware responses.

AILLMMap Services

0 likes · 13 min read

How Baidu’s AI Navigation Turns Voice Commands into Precise Actions

Baidu Geek Talk

Sep 10, 2025 · Artificial Intelligence

How to Cut Through the LLM SOTA Hype: Practical Evaluation Strategies for 2025

Amid the 2025 surge of large language models, this article demystifies misleading SOTA claims, critiques benchmark reliability, and presents a comprehensive, business‑focused evaluation framework—including dataset construction, metric selection, automated scoring, and practical guidelines—to help developers and product teams choose the right model for real‑world applications.

AI benchmarkingLLM-as-judgebusiness AI

0 likes · 18 min read

How to Cut Through the LLM SOTA Hype: Practical Evaluation Strategies for 2025

Baidu Geek Talk

Sep 3, 2025 · Big Data

How Baidu’s TDS Platform Achieves End‑to‑End Data Governance and Smart Operations

This article details Baidu MEG’s TDS (Turing Data Studio) platform, explaining its three‑pillar governance framework—process standardization, quality controllability, and intelligent operations—along with concrete mechanisms, automation, and measurable results that dramatically improve data reliability, operational efficiency, and fault‑tolerance in large‑scale data production.

DevOpsIntelligent Operationsautomation

0 likes · 20 min read

How Baidu’s TDS Platform Achieves End‑to‑End Data Governance and Smart Operations