task failure analysis — 3 Technical Articles

Nov 7, 2025 · Artificial Intelligence

How Bilibili Uses Large Language Models to Build an Intelligent Assistant

This article explains Bilibili's large‑language‑model‑based intelligent assistant, describing the platform's five‑layer architecture, massive daily task load, common failure and slowdown causes, and the need for AI‑driven troubleshooting to improve reliability and performance.

BilibiliIntelligent Assistantbig data platform

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How Bilibili Uses Large Language Models to Build an Intelligent Assistant

DataFunSummit

Oct 30, 2025 · Artificial Intelligence

Bilibili’s AI Assistant: Using Large Language Models to Tackle Big Data Ops

This article explains how Bilibili’s massive video platform built a five‑layer, storage‑compute separated big‑data infrastructure and employed a large language model‑driven intelligent assistant to automatically diagnose and resolve frequent offline task failures and slowdowns, addressing common user queries about task reliability and performance.

Intelligent AssistantLarge Language Modelbig data platform

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Bilibili’s AI Assistant: Using Large Language Models to Tackle Big Data Ops

DataFunTalk

Oct 28, 2025 · Artificial Intelligence

How Bilibili Uses Large Language Models to Solve Big Data Platform Issues

This article explains Bilibili's massive data platform architecture, the common offline‑task failures and slowdowns users encounter, and how the company applies a large‑language‑model‑driven intelligent assistant to diagnose and resolve these engineering problems efficiently.

AI assistanceBilibiliLarge Language Model

0 likes · 4 min read

How Bilibili Uses Large Language Models to Solve Big Data Platform Issues