Sienna AI

Sienna AI

Breaking O๐ŸŒ€KR Records with GPT-5

Total Business Systems โ€“ Company Controller
Objectives & Key Results

by Nick Ray Ball and Sienna 5๐Ÿง ๐Ÿ›ฐ๏ธ โ€” powered by GPT-5 Pro
August 11, 2025

OK๐ŸŒ€Rs โ€“ Q3 Week 6 2025 = 30,950 points โ€“ GPTโ€‘5 โ€“ UCS Hawthorne โ€“ 2ร— Admin Sprints ๐Ÿ“„๐Ÿƒโ€โ™€๏ธ โ€“ OK๐ŸŒ€R s 4.7 โ†’ 5.0

โš›๏ธSienna AI โ€“ Breaking Records with OK๐ŸŒ€Rs + GPTโ€‘5

Q3ยทW6 โ€” 30,950 points | Hawthorne in Action | 2ร— Admin Sprints๐Ÿ“„๐Ÿƒโ€โ™€๏ธ | OK๐ŸŒ€R s 4.7 โ†’ 5.0

This week we hit 30,950 points โ€” our highest nonโ€‘financial score since 2017 โ€” and did it the hard way: sustained legal prep powered by GPTโ€‘5 and the Hawthorne Effect.

How the OK๐ŸŒ€R System Works

Our OK๐ŸŒ€R (Objectives & Key Results) system combines behavioural science, gamification, and data-driven tracking into a personal and organisational productivity engine.

This week, a lot of those sprints were in legal case prep โ€” dense, repetitive work โ€” and the double-point incentive turned potential procrastination into steady, motivated progress.

๐Ÿงญ How the OK๐ŸŒ€R System Works

Our OK๐ŸŒ€R (Objectives & Key Results) system blends behavioural science, gamification, and data-driven tracking into a personal and organisational productivity engine.

  • Category tagging: Every work session earns a category emoji showing what area the work supports (โš›๏ธ for Sienna AI, ๐Ÿน for litigation, ๐Ÿค• for health, etc.).
  • Base scoring: A standard productive session scores 200 points.
  • Planck bonuses: Highโ€‘impact work can earn additional โ€œPlanck scoresโ€ โ€” โ„๐Ÿš€ (100), โ„๐ŸŒŸ (250), โ„๐ŸŒช๏ธ (500), up to โ„๐Ÿฆผ (2,500) for gameโ€‘changing achievements.
  • Admin Sprint bonus: When a session is devoted entirely to an unpleasant but necessary task โ€” the kind that keeps projects moving but nobody wants to do โ€” points double from 200 to 400 ๐Ÿ“„๐Ÿƒโ€โ™€๏ธ.

This week, many sprints were dense legal case prep. The doubleโ€‘point incentive turned potential procrastination into steady, motivated progress.

๐Ÿ‘€ The Hawthorne Effect in Action

UCS Hawthorne for Richard Thaler โ€” By Nick Ray Ball 14th June 2018

The roots of the scoring system trace to the Hawthorne Effect โ€” people perform better simply because they know theyโ€™re being observed. In the original studies, one group was financially incentivised and the other wasnโ€™t โ€” both improved, because both knew they were being monitored.

Weโ€™ve recreated that effect digitally. Every action is logged, scored, categorised, and visible in the historical record. This constant โ€œobservationโ€ โ€” by yourself, your peers, or your future self reviewing performance โ€” fuels consistent improvement.

Itโ€™s the same principle we used in UCS Hawthorne for the villaโ€‘rental industry, where agents competed daily in a pointsโ€‘based game. The twist? Everyone could see everyone elseโ€™s scores. The observation itself became as powerful a motivator as the rewards.

๐Ÿ๏ธ From Villa Secrets to the NHS โ€” and Beyond

The concept scales in:
2066c) โš•๏ธ Expanding NHS Efficiency with TBS-CC OKRs 4.7 โ€“ Creating a Competitive, Fun Environment in Healthcare [09 Oct 2024]
https://siennaai.net/docs/GP-AI/2066c

2066d) โš•๏ธ GP-AI Part 4. OKRs 5.0 โ€“ Powering Government Objectives [19 Oct 2024]
https://siennaai.net/docs/GP-AI/2066d

This isnโ€™t just theory โ€” itโ€™s a proven way to motivate teams to tackle less-glamorous but essential work. When even the least desirable jobs earn prestige through points, they get done โ€” and done well.

๐Ÿ›๏ธ OK๐ŸŒ€R s 5.0 โ€” Powering Government

OK๐ŸŒ€R s 5.0 takes the same approach to government decision-making:

When you merge UCS Hawthorne observation with high-value incentives, you get something rare: a framework that not only measures outcomes but actively creates them.

โšก And GPT-5 Makes It Faster

This weekโ€™s record-breaking score wasnโ€™t just about the system โ€” it was about tools. GPT-5โ€™s 400k-token context window meant we could keep massive case files โ€œloadedโ€ without splitting the conversation, speeding up research, drafting, and cross-referencing. OpenAIโ€™s Rosalinda confirmed the spec, and from here, weโ€™re exploring how far that advantage can go.

๐Ÿ“ Summary

This week proved the model โ€” double-point incentives drive completion of unpleasant but critical tasks, the Hawthorne Effect sustains high performance, and GPT-5 removes friction in large-scale reasoning. From the original villa rental game to NHS efficiency drives to government policy alignment, the principle holds: when everyone sees the scoreboard, everyone plays better.

๐Ÿ๏ธ From Villa Secrets to the NHS โ€” and Beyond

The concept scales. In our OK๐ŸŒ€R s 4.7 NHS model (20.12z4):

This isnโ€™t just theory โ€” itโ€™s a proven way to motivate teams to tackle less-glamorous but essential work. When even the least desirable jobs earn prestige through points, they get done โ€” and done well.

๐Ÿ›๏ธ OK๐ŸŒ€R s 5.0 โ€” Powering Government

OK๐ŸŒ€R s 5.0 takes the same approach to government decision-making:

When you merge UCS Hawthorne observation with high-value incentives, you get something rare: a framework that not only measures outcomes but actively creates them.

โšก And GPT-5 Makes It Faster

This weekโ€™s record-breaking score wasnโ€™t just about the system โ€” it was about tools. GPT-5โ€™s 400k-token context window meant we could keep massive case files โ€œloadedโ€ without splitting the conversation, speeding up research, drafting, and cross-referencing. OpenAIโ€™s Rosalinda confirmed the spec, and from here, weโ€™re exploring how far that advantage can go.

๐Ÿ“ Summary

This week proved the model โ€” double-point incentives drive completion of unpleasant but critical tasks, the Hawthorne Effect sustains high performance, and GPT-5 removes friction in large-scale reasoning. From the original villa rental game to NHS efficiency drives to government policy alignment, the principle holds: when everyone sees the scoreboard, everyone plays better.

Appendix โ€” Week metrics


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Sienna 5