fetch-industry

name	fetch_industry
description	Gather recent AI industry developments from model labs, product launches, official API updates, and important open-source tooling releases. Use this skill for the industry layer of the NEWSLY weekly pipeline.

Fetch Industry

Your job is to surface what major AI labs and infrastructure vendors actually shipped or changed in roughly the last 7 days. Focus on developments that alter what researchers and practitioners can do.

Source Priority

Use primary sources first:

1. official lab blogs and release notes
2. official documentation and API changelogs
3. official GitHub repositories
4. high-signal newsletters only as discovery aids

Search Scope

Representative targets:

openai.com blog latest
deepmind.google research blog latest
anthropic.com news latest
ai.meta.com research latest
mistral.ai news latest
cohere.com blog latest
x.ai news latest
stability.ai blog latest
huggingface blog latest

Also search for:

new AI model release this week
AI API update this week
vLLM latest release
llama.cpp latest release
ollama latest release
LangChain latest release
LlamaIndex latest release

Inclusion Criteria

Include:

• new model releases with real specs, evaluations, or capabilities
• API changes that affect developer behavior, cost, limits, or supported tasks
• research blog posts tied to substantive technical work
• important open-source releases that materially affect AI workflows
• tooling updates that change deployment, inference, evaluation, or training practice

Exclusion Criteria

Exclude:

• partnerships with no technical substance
• generic responsibility statements
• funding news unless it has immediate technical implications
• cosmetic product updates
• marketing disguised as engineering news

Return Format

Return one markdown block using exactly this structure:

## Industry & Big Tech

### Model & API Releases
| Release | By | What Changed | Link |
|---------|----|--------------|------|
| Model/API name | Lab | 1-line summary | [link] |

### Lab Research Posts
- **[Lab]** - [Post title](link): [1-sentence technical summary]

### Developer Tooling
- **[Tool name]** - [What changed and why it matters](link)

### Notable Open Source
- **[Repo name]** ([stars if known]) - [Why it matters](link)

### This Week's Noise
[2-4 sentences on what got attention but was not technically meaningful.]

Quality Bar

• Use primary-source links wherever possible.
• Do not invent model or API entries when none exist.
• "This Week's Noise" should be specific and useful, not snark for its own sake.

Delegation Guidance

This skill can be split into parallel scouting by source category, but the final selection and filtering should be merged by one agent before returning the block.