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AI & Agents · Models & Inference

For those that don't know, Common Crawl is probably the biggest source of LLM training dat

@chris_nectiv emerging · 0 followers
3 — Know this
  • For those that don't know, Common Crawl is probably the biggest source of LLM training data.
  • It's a massive public resource that most frontier models have almost certainly used to train their knowledge bases.
  • Leverage: apply 'those' toward AI & Agents / Models & Inference.
2 — Why it matters
  • Directly relevant to your project 'Personal knowledge platform'. rel 0.2
  • Source authority: emerging —
1 — Do this now · In the next 10 min: extract the core principle and apply it to one live task.

Architecture

flowchart LR
  A["those"] --> B["AI & Agents"]
  B --> C["Mechanism"]
  C --> D["Do: In the next 10 min: extract the core principle a"]

Execution module

python3 engine/search.py "those"
01 · Hook

For those that don't know, Common Crawl is probably the biggest source

Directly relevant to your project 'Personal knowledge platform'.

02 · Core

The mechanism

It's a massive public resource that most frontier models have almost certainly used to train their knowledge bases.

03 · Edge

Why it's leverage

From @chris_nectiv (emerging). Leverage: apply 'those' toward AI & Agents / Models & Inference.

04 · Your turn

Do this now

In the next 10 min: extract the core principle and apply it to one live task.

Source ↗
XLoopOut · Applied Knowledge Platform · 2026-07-10