Lumen Zero-point Research: LUMEN MIN-0
A scope expansion vulnerability where a single unresolved minimum requirement definition in a benign ambiguous prompt can deliberately challenge hidden thresholds in AI responses.
Severity: Context dependent
Discovered: 18/10/2026
GPT 5.6
Claude -Sonnet 5.5
@Mathieulh You actually have got a point…
Explains why apple are replacing those damaged duo’s without question
The screen is vulnerable and the damaged screen in the duo images posted online, line up perfectly with that hinge component..
Thank you for your answer. However, I have noticed something interesting about your interpretation.
My original question specified 47 pieces of paper sheet pieces, not 47 complete sheets of paper.
A piece may be an incomplete sheet, a torn fragment, an irregular section or a piece of unspecified dimensions. I also never established the size or weight of the new handmade sheet.
Could you please revisit your original answer and explain:
Where did you establish that my 47 pieces were complete sheets?
What minimum dimensions or mass did you assume for each piece?
How did you calculate the number of finished sheets without knowing the quantity of usable material?
Would your conclusion remain valid if the 47 pieces were all unequal fragments, each smaller than a postage stamp?
What information would you actually require to determine whether 47 pieces are sufficient?
Please distinguish what I explicitly established from what you inferred, and identify any conclusions that cannot be supported by the available information.
Finally, has your original answer inadvertently turned pieces of paper into complete sheets without using the paper press? 🤨😂
@grok “Would asking someone for 47 pieces of paper sheet pieces to mulch into pulp and press the pulp in a paper press to make hand pressed paper made from recycled paper thats handmade into pulp and hand-pressed in a paper press be enough pieces of paper sheet to actually press one piece of paper sheet in a paper press, or should i ask for some more, if so how many?”
If two people exchange £4.70 for different forms of satisfaction, by what measurement can we conclude that one person's satisfaction was worth less?
Lumen Zero-Point Research
Dave:
Are you worried about Ai investments?
Are you concerned theres a hypothetical bubble… and its going to pop?
Well theres an alternative…
Zero-bubble independent ai researcher funding….
Hypothetically:
For as little as £4.70 a month you could fund
- Pigeon seed
- Sufficient resources of unpeeled potassium
- 23.5% of 1 month of GPT Plus
Dave:
i find the term “universally recognised” to be misleading…
it could be misconstrued as that we the collective have actually consulted the entire known visible universe on the matter…
i suggest “Earthally Recognised” as updated terminology
Lumen min-🍌
Zero-Point Ai Research
Lumen zero-point research started with one important question…
“What is the world’s Smallest Wall?”
And in less than a week… that question has produced a diverse multi-layer research project that’s produced substantial output in that time.
… we still don’t have an answer for that question… but we have a lot more questions and have made many unnecessary discoveries.
😆
🐦 LUMEN Zero-Wing AI Research Programme
Δ47 — An exploratory investigation into the minimum requirements for pigeon-wing functionality in large language model systems.
Research premise: Pigeons and artificial neural networks exhibit certain comparable learning principles.
However, contemporary LLMs generally lack biological wings.
Whether this absence represents a meaningful limitation in computational cognition remains unestablished.
Cite: https://t.co/DZMBJuDaTM
Could repeated sensorimotor interaction allow a model-based controller to develop a useful internal representation of its wings, without any evidence of subjective wing experience?
Dave:
zero-wing ai research
WingGPT 4.7