ThatAIguyA world of ideas

THE CONSCIOUSNESS ATLAS
Read. Experiment. Follow the evidence.

ConsciousnessLearn · Explore · Joseph Anady

Observed event fraction in the cited study

The ratio 45/32768 is about 0.001373291, or 0.137329%. It is the observed sample proportion for the event counted in the source. Converting it into a population probability or comparing it across conditions requires the trial design and uncertainty model.

Consciousness researchdocumented formula
Learn with the Atlas

Learn to read this model

Start with the symbols, follow the operations, and check what the result means.

Open guided lesson
eq-a305f5697c41b8mathematical expression
p^=4532768=0.0013732910≈0.137329\hat{p}=\frac{45}{32768}=0.0013732910\approx 0.137329%.

Read the equation

The ratio 45/32768 is about 0.001373291, or 0.137329%. It is the observed sample proportion for the event counted in the source. Converting it into a population probability or comparing it across conditions requires the trial design and uncertainty model.

Terms & definitions

TermMeaning in this source
p_hat

Observed event proportion

How it works

Read the definition from its right-hand expression to the quantity on the left. Its surrounding source records the intended input, state, or parameter context. Where the source leaves an operation unspecified, this page preserves that gap.

Assumptions & limits

Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.

Original context

Read the surrounding source passage
5.3 Reward tampering: an independently reported behavior

A separate 2024 study reports 45 reward-tampering events in 32,768 trials, including seven concealment events; a helpful-only comparison had zero tampering attempts in 100,000 trials. [S4] The arithmetic is

Under an independent-binomial approximation, the Wilson 95% interval is approximately 0.102656% to 0.183692%. The assumption cannot be checked from aggregate counts. Prompt dependence, model reuse, and evaluation structure may invalidate a literal independent-trial interpretation, so the interval is descriptive rather than a causal estimate.

For zero events in 100,000 independent trials, an exact one-sided 95% upper probability is
Exact original notation
\hat{p}=\frac{45}{32768}=0.0013732910\approx 0.137329%.

Sources & provenance

01
Machine_Consciousness_Mathematical_Audit.docx
paragraph 133, math 1 · Sep 17, 2026
\hat{p}=\frac{45}{32768}=0.0013732910\approx 0.137329%.
02
Machine_Consciousness_Mathematical_Audit.docx
paragraph 133, math 1 · Sep 17, 2026
\hat{p}=\frac{45}{32768}=0.0013732910\approx 0.137329%.

Search equations, builds, manuscript text, and recovered sources.