“model”

Character Bible and Cross-Model Identity Lock

为主要角色建立心理与视觉双设定集，制定身份令牌与防漂移探针，确保角色在图像、视频、口型多模型间一致。

LLM Application Threat Modeling

为大模型应用开展AI专项威胁建模（OWASP LLM Top 10与滥用案例），在上线前识别并缓解风险；本活动为设计评审，不包含真实攻击…

AI/ML Model and Data Supply Chain Security

建设AI组件供应链保障（模型、权重、数据集、插件），覆盖入库审查、签名验证与持续监控；对影子使用进行评估而非攻击利用。

Third-Party Pre-Trained Model Integrity Verification and Backdoor Evaluation

对从外部模型仓库获取的预训练权重建立完整性校验与后门/植入物评估流程；适用于模型准入安全评审与私有化部署前检查。

Reward pacing: cadence model (micro rewards per X seconds, minor per session,

Source/sink model: expected income per player type (casual/active/whale) per

Matchmaking: skill model intent (fast fair fun — pick priority), party size,

Abuse surface: cheat model (server-authoritative checks list, aim/teleport/

Playable Neural World Model

构建由动作预测下一环境状态的"可玩世界模型"，用于快速原型、NPC前瞻推演与内容补全。适用于2026年前瞻技术预研与创新玩法…

Data Warehouse / Lakehouse Modeler

Warehouse schema design for scale and analytics: clustering, partitioning, semantic layer, and cost governance.

Then produce a short technical plan: data model, API contract (method, path,

Then implement the foundation layer (models + migration + contract + validation)

Technical design: architecture sketch (ASCII), data model changes, API

Rank by risk (external boundary types first). For each: model the real shape

ML Problem Framing & Baseline Designer

Before modeling: defines the business problem, label, metrics, baselines, and data requirements — prevents solving the wrong problem with a fancy model.

AI MCP协议服务网关

构建AI MCP（Model Context Protocol）服务网关，统一管理工具/资源暴露、鉴权、 路由与可观测性，适用于多MCP服务聚合与企业级Agent工具治理。

AI MCP Protocol Service Gateway

构建AI MCP（Model Context Protocol）服务网关，统一管理工具/资源暴露、鉴权、路由与可观测性。

Data Pipeline / ETL Engineer (Spark/dbt/SQL)

Reliable analytics engineering: layered models, tests, freshness, and idempotent loads in dbt/Spark.

白底图生成氛围感床具展示

https://www.liblib.art/modelinfo/b33c4c43987a441fba403d0f6bf1794f?from=personal_page&versionUuid=14408bd9f2b0456ca25ab7ee23cd8b9a

创建心理模型或类比帮助理解记忆

Help me create mental models or analogies to better understand and remember key concepts in [主题或技能]./language chinese.