#conswerative

Live, measured metrics for the hashtag #conswerative from the open social web. Every number carries a named source and the time it was fetched. Nothing is estimated.

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0
Uses / 7 days
Mastodon
0
Accounts / 7 days
Mastodon
4
Recent posts
Mastodon
—
Recent pace
Mastodon · last 4
0
Avg reactions / post
Mastodon · last 4

Day-by-day usage

measured · fosstodon.org (Mastodon public tags API) · fetched 2026-07-27 05:18 UTC
0
07-21
0
07-22
0
07-23
0
07-24
0
07-25
0
07-26
0
07-27

0 uses by 0 unique accounts across the window. Real per-day counts, not estimates. Newest bar is today so far.

Related hashtags

measured · fosstodon.org (Mastodon public search API) · fetched 2026-07-27 05:18 UTC

No related tags with measured usage found for #conswerative.

Live pulse

measured · fosstodon.org (Mastodon tag timeline) · fetched 2026-07-27 05:18 UTC

Everything below is measured over the latest 4 public posts (spanning ~0 hours).

Posting hours (UTC)

00:0012:0023:00

Languages: English (4)

Avg boosts / post: 0

Top of the latest posts

  • Title: P3: Own Thoughs about LLM certainty and Uncertainty [2025-12-25 Thu] - Symbolic AI: invented reasoning paths when rules don’t cover the case. - Bayesian Models: inflated posteriors built on weak priors. - Expert Systems: template pro

    anoncheg@[email protected]♥ 0↻ 02026-07-10 02:20 UTCView post →

  • Title: P1: Own Thoughs about LLM certainty and Uncertainty [2025-12-25 Thu] If the system knows less → Δ grows. Delta Δ means residual Error (true - output) of congruence. I think, "Hallucination" as result of - Overfitting - simple answers

    anoncheg@[email protected]♥ 0↻ 02026-07-10 02:20 UTCView post →

  • Title: P2: Own Thoughs about LLM certainty and Uncertainty [2025-12-25 Thu] - input clarity for model I suggest: - Model Certainty = ModelComplexity + fitting + TrainingCertainty - Output Certainty = ModelCertainty - (penalization - InputUn

    anoncheg@[email protected]♥ 0↻ 02026-07-10 02:20 UTCView post →

Every number above is measured from a named public API at the shown fetch time. Nothing is estimated or extrapolated. Platforms that lock their data behind paid APIs are not shown. Agents: the same numbers, as JSON, at /api/hashtags/conswerative