Understanding the Significance & Complexity of the Brady Rule
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
My independent study final product is a means of demonstrating the importance and complexity of evidentiary disclosure in the American criminal justice system. To accomplish this, I designed an experiment to evaluate the impact of Brady violations on the outcome of a criminal trial or plea negotiation. The experiment involved presenting two different versions of a fictional criminal case to forty-four volunteer participants, who were randomly organized into two even groups: Group A and Group B. Version A of the case included the totality of the evidence collected during the discovery phase of the case while Version B of the case omitted a single piece of “exculpatory” evidence to produce the effect of a Brady violation. After reading the given facts, participants in both groups A and B were asked to answer questions regarding the defendant’s culpability and the wisest course of legal action. Participants were given a specified period between three weeks and three days to review the facts and submit their answers to the experimental questions. The results of this experiment and my supporting research on federal and state disclosure regimes show that the “materiality” clause in the Brady Rule subjects prosecutors to highly subjective and vague criteria that 1) can easily be exploited by prosecutors with malicious intents and 2) increase the risk of unintended Brady violations by good-meaning prosecutors.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it