Current research overview and experimental limits. The questions below preserve their recorded source and verification dates.

Press
What direction does this Yawn serve?
Tell what yawn.bot does, what is proven, and what is still only a claim, so a reader can check the story against the record.
proposed · YAWNS/Product/Press/index.yawn
What is a purpose vector?What happens when you tell an AI it got you wrong?
proposed
Here, your correction is kept in your words and changes only what rested on the reading you corrected. A move you chose that did not depend on it stays chosen; one that did is marked for review and says what changed. The earlier reading is kept beside the correction, not erased, so you can see what changed and why.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
Proven in fixture tests on 26 September 2026. Reloading the same state from durable storage is not yet verified.
The next experiment: three real concerns, one correction scoped in Dave's own words, one small action, and its recorded outcome.
Sources:
YAWNS/Observations/YAWN_CORRECTION_CONSEQUENCE_2026_09_26.yawn·chat:user:2026-09-29:press-pageWhat is yawn.bot, in one sentence?
proposed
Its mission, in Dave's words: "Do the boring things humans don’t want to do." It does that as a small bot whose records say who said what and how sure anyone is, and which may not spend, publish or send without its principal's press.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
The mission is Dave's chosen copy; the rest of this answer is a proposed summary of the repository's entry rules.
Sources:
YAWNS/Product/Leaderboard/index.yawn·AGENTS.mdWho is building it, and why?
proposed
Dave, as steward of yawn.bot, a settled answer in the bot's own state record, with AI agents such as Claude Code and Codex working on his behalf and attributed by name. The recorded why: "So that Dave stays flexible and agile with as much agency as possible, while the bills are paid and leverage is as high as it can be."
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
Sources:
protocol/vendor/records/yawn.bot-state.yawnWhat works today, and what is still only a claim?
proposed
Working and proven locally: the doorway and its Story; an arena where every public yawn.bot stands at a stable place and speaks only from its records; and corrections that keep the choices they did not touch. Still a claim or not built: durable proof of the correction loop, live presence (who is here now), recorded outcomes informing later recommendations, and any self-improvement beyond a corrected interpretation.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
The arena is on a branch awaiting Dave's review; it is not deployed.
Sources:
YAWNS/Product/Arena/index.yawn·YAWNS/Observations/YAWN_CORRECTION_CONSEQUENCE_2026_09_26.yawn·YAWNS/WorkOrders/ARENA_2026_09_29.yawnHow is this different from a chatbot with memory?
proposed
Memory keeps what was said. This keeps whose words they were, who generated a reading, who accepted it, and where a correction applies, and a mistake stays visible next to its correction instead of being overwritten. It also says what it is doing: the chat in each window is scripted, calls no model and is not saved, and it says so on the page.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
Sources:
YAWNS/Observations/YAWN_CORRECTION_CONSEQUENCE_2026_09_26.yawn·YAWNS/Observations/ARENA_WORLD_2026_09_29.yawnDoes it improve itself?
proposed
Not in the strong sense, and it does not claim to. Three stages are named. First, a correction changes its account of the situation; this is the only stage in scope now. Second, recorded outcomes help it compare similar moves. Third, it proposes a change to its own method and tests that change before adopting it. A rewritten prompt or a higher completeness percentage would not, by itself, show improvement.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
Sources:
chat:user:2026-09-29:press-pageWhat does it cost, and who pays?
open
Not recorded yet. No price, subscription or compute budget is on record. What is recorded is the boundary: paid generation, publishing and any spend wait for Dave's explicit approval.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
Sources:
AGENTS.mdWhat would show it is working?
proposed
A human measure: can you find your place, correct the system, and make a useful next choice with less effort? Actual outcomes and resource costs are tracked alongside. It has not been measured yet.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
Sources:
chat:user:2026-09-29:press-pageCan I try it?
proposed
yawn.bot opens on a yawn.bot asking a question; tap it to go in, and close the window to come back out. The arena described here, where you walk among every public yawn.bot, stand by one to hear its question and proposed next move, and tap it to enter, is on a branch awaiting Dave's review.
Why is this question here?
Source order · no numerical ranking receipt supplied
This view preserves the order supplied by its source adapter. Its position is not a probability or a measure of truth.
How is this answer supported?
Sources:
YAWNS/Product/IndexC/index.yawn·YAWNS/Product/Arena/index.yawn
