As an autistic adhd’er I probably over-engineered this… I’ve been trying to get Claude to chronologically read through around 1,000 emails without skipping and ended up developing Anti-Drift Gates:
* Gate 1: The Chronological Governor: The script feeds the AI only one email thread at a time in strict date order, physically preventing the AI from skipping ahead to the end.
* Gate 2: The Micro-Task Schema: The AI is forced to output strict JSON data cells (logging every single request/response) rather than writing a prose summary, forcing it to read the "boring" details instead of skimming.
* Gate 3: The Context Trap: The AI is restricted to evaluating only what is in front of it (e.g., flagging answered_WITHIN_THIS_SPECIFIC_THREAD), stopping it from hallucinating or guessing about replies that might happen weeks later.
* Gate 4: The Enforcer: A programmatic script wrapper that instantly rejects conversational text or malformed JSON and forces the AI to retry the specific task until it complies.
* Gate 5: The Aggregation Wall: The AI reading the emails is completely walled off from the big picture; a separate script (the "Brain") compiles the data later, preventing the AI from writing a "lazy book report" based on early assumptions.
2026-04-12 00:32:49
57
b_rizzle_my_nizzle :
I use chat gpt paid version. I like it. Should I be though? Is there a better AI that I should spend my money on ?
2026-04-12 00:28:19
10
Mischief :
So show some examples of this. all I hear is talk.
2026-04-12 13:39:13
47
AntekXXX :
Can you recommend an essay that explains the concepts you’re explaining here? I need to pass it on to people that won’t take a TikTok seriously
2026-04-12 00:53:07
10
Meghan :
You AI tools’ performance is directly related to how you manage them, 💩 in = 💩 out
2026-04-15 01:18:42
6
fmechongr :
I’m on the Team subscription and have seen what ChatGPT can do.
2026-04-18 02:18:12
3
inverse Kramer :
Everyone needs to become a manager of something.
2026-04-12 17:24:44
6
DrEdit :
Love it when you write you’re own scripts. So much better.
2026-04-12 00:59:47
6
AskaPol :
💯 what we’re going through in journalism industry — backwards thinking is, dare we say, deadly
2026-04-30 06:15:06
3
Brian Trembley :
hope much longer until markdown becomes the biggest human programming language?
2026-04-12 16:20:00
5
markhlwells :
Nailed it Nate
2026-05-23 21:07:14
3
RoyMorejon :
long term thinking ftw
2026-04-15 21:37:11
3
Elix Vos :
I’m so happy you are making the turn… for the best. Real life experience + creativity have an edge. I’m 54 and the ability of AI to reduce my mind noise and lets me access my creativity has me produce a life I never thought possible ….
2026-04-15 04:04:42
5
__.__julia_rose__.__ :
Well I hold you personaly responsible as I rely on YOU FOR MY AI CONTENT
2026-06-05 21:40:36
0
BraiseDaze :
Improving….for who?
2026-04-12 00:54:39
16
Walter Chimp :
Could you create an excalidraw of what this looks like?
2026-05-26 05:59:24
2
Dean’s Field Kit :
My issue is I can’t afford $200/month
2026-04-13 07:18:01
5
WonderWhy :
so true!
2026-05-01 08:06:47
4
Joey | Core Values Guy :
The most important thing if you want AI to reflect who you are and what you are about, learn your core values include them in the custom instructions. It is the easiest and most powerful thing you can do.
2026-04-12 02:56:04
7
bluePROmpts.ai :
So TRUE
2026-04-12 03:25:28
4
zpsmi :
So if you’re a plumber. You delegate to agents?
2026-05-20 04:36:25
2
Third Eye Leadership :
Hoping your words allow for humans to experience a “self improving system” - how can AI allow humans to be more human?
2026-06-02 19:12:57
2
Aladdin Ismail :
This is very smart and thoughtful 🧐
2026-05-11 23:56:56
1
The Beef Company :
I keep hearing this, but no hard examples from anyone. Pretty please?
2026-04-12 07:43:47
4
RobFloyd33 :
I’m there and marketing it now #aiformainstreet
2026-04-14 00:47:05
5
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