# Industry Insights

status: seed

这个文件沉淀大公司 Agent 工作和技术报告的趋势判断。单条资料放在 `industry/items/`，这里记录跨公司的归纳。

## Current Snapshot

- date:
- scope:
- sources reviewed:

## Strong Industry Signals

-

## Weak or Marketing-heavy Signals

-

## Company Patterns

| Company | Agent Direction | Evidence | Notes |
| --- | --- | --- | --- |
| OpenAI | _TBD_ | _TBD_ | _TBD_ |
| Anthropic | _TBD_ | _TBD_ | _TBD_ |
| Google DeepMind | _TBD_ | _TBD_ | _TBD_ |
| Microsoft | _TBD_ | _TBD_ | _TBD_ |
| DeepSeek | _TBD_ | _TBD_ | _TBD_ |
| 腾讯 | _TBD_ | _TBD_ | _TBD_ |
| 字节 Seed | _TBD_ | _TBD_ | _TBD_ |
| 阿里 Qwen | _TBD_ | _TBD_ | _TBD_ |

## Implementation Patterns

- tool use:
- memory:
- evaluation:
- safety:
- deployment:
- productization:

## Follow-up Queue

-

## Links Back to Knowledge Base

- docs to update:
- papers to read:
- jobs to compare:
- experiments to create:
- projects affected: