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I tracked 332 AI releases this week. 85% were noise.

DEV Community·Alex Morgan·25 days ago
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#ai#buildinpublic#llm#noise#items#week
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332 items. That's how many AI releases, papers, repos, and tool launches we ingested last week into the tracker I've been building. I sat down this morning to review the weekly summary. After 6 months of running this, I have a number burned into my brain: 85% . That's the percentage of ingest that gets filtered as noise before anything reaches a reader. What "noise" actually means Not fake. Not spam. Just... undifferentiated. Here's the breakdown from this week's batch: 47 "we're excited to announce" blog posts — repackaged product updates with zero technical content 61 GitHub repos with a README that says "coming soon" or "WIP" 29 papers that are incremental variations on RLHF fine-tuning with no usable results section 38 "model launches" that are fine-tunes of Llama or Mistral with different system prompts and a new brand name 27 ecosystem announcements (funding rounds, team changes, partnerships) — real news, but not useful if you're building That's 202 items out of 332. Gone.…

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