Reckless endangerment: The failure of HBOS
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
In 2004, UK banking regulators reportedly told the Board of Halifax/Bank of Scotland (HBOS) that their chosen growth strategy was an ‘accident waiting to happen’3. Just four years later, the accident happened and HBOS collapsed under a mountain of debt, requiring the injection of some £20bn of taxpayers' support. The UK parliamentary inquiry into the HBOS collapse labelled the bank's strategy ‘incompetent and reckless’. This paper looks at the failure of HBOS using a behavioural finance perspective, in particular considering the cognitive biases (such as over-confidence and groupthink) that may have led directors to underestimate the seriousness of the bank's situation. In its final report, the UK parliamentary inquiry into banking standards recommended that a new criminal offence be created to cover reckless behaviour by senior bankers. The paper considers how such reckless behaviour might be detected and managed before (rather than after) it leads to bank failure.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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