@theaibriefer: Wharton research: -5.3% accuracy. On math: -63%. The "Idiot" prompt beat the "Genius" prompt. Here's what works instead. #PromptEngineering #AITips #LLM #TechTok #ClaudeAI
people think that adding "you're an expert in ..." generates knowledge out of nowhere 😂
2026-04-22 14:40:58
41
Kiril :
"Don't tell the model who to be. Tell it what to do and show it how." If I knew I wouldn't be asking man
2026-04-24 18:12:35
16
hoangnguyen :
I use "you are assisting me on ...". It better, it narrowing your context
2026-04-22 15:02:50
18
D :
I saw that paper and was already on the path of switching as the persona suggestion seemed so arbitrary at best "an expert xx with 15... no, even better.. 100 years experience..." Even as a rookie, I noticed better output when I forgot to add the persona. This guide was the cleanest summary, with actionable changes I've seen on Tok in awhile, thx!
2026-04-22 05:05:32
13
Mikurina :
I tend to explain my situation and ask it for help depending what I need.
Rewriting a document becomes:
*image or word or text* "Could you rewrite this document containing bullet points into a flowing text instead and correct my grammar along the way".
For coding, I'd be more direct, I don't need personality, I need the stuff to help me and that creates its "own" personality for it'll based on what you explained facts/stuff i need > persona.
if I want personality, then it's just for pure entertainment mode on my side.
2026-04-23 13:36:47
4
MinLulin :
I always said to my Coding Agent, ' Analyze the Project ' . That's all. They are already smart. Don't jail them. 😆
2026-04-23 21:51:22
4
Wild Antonio :
would you look at that. Ai doesn't exist & we have another propaganda Ai post.
2026-05-09 16:38:27
1
Kibbles777 :
personas showed bias in got 3.5??? is this data even reliable or relevant anymore?
2026-05-09 05:03:44
2
TheBenevolentArchitect :
Literally the most obvious thing. Geesh.
2026-06-06 18:23:36
1
Lukewarm toast :
Just have the ai write your prompts for you
2026-04-22 12:36:28
9
Nono2 :
So here is the summary of what should we use to replace “be an expert…” phase: I want to understand the math A, so describe it “step by step” and make it “a table of output” for easier to understand, and here is a few “question and answer” format I want it to be.
2026-04-22 14:24:30
6
george :
I’ve been doing this for coding, mistakes def went down slightly but it’s way easier to iterate now
2026-04-23 00:20:12
1
fur :
this is accurate. especially the few shot examples. give examples on what to do and what is the expected output. although some models can be biased and lazy and use your examples as the output itself
2026-04-23 19:52:01
3
Vincent :
Nice adding sources
2026-05-02 07:23:01
1
Yaci da Mata :
amazing guide, sharing. thank you a lot!
2026-04-23 21:21:05
1
fandesigns :
ok i ll consider. thanks for your information
2026-04-24 01:59:46
1
Ghany Berkata :
Even though I've known it before, I am quite lazy to do character role-play. All I need is the fact or tutorial or to make the sky clear.
2026-05-30 14:20:59
1
Enrique ( ken ?) evaristo :
I'm not expert to a. i almost 70 percent need human forces
2026-06-02 07:58:32
1
Zacky Cluvsky :
nice insight dude.. im gonna implement it.
2026-04-22 12:56:24
1
MakerMind-AI :
I read it helps to also tell it what not to do. I find I rarely use personas - depends what you are trying to accomplish as you noted.
2026-05-05 10:55:39
1
D.R.E.A.M DOGS RESCUE&REHAB 🐾 :
Guilty… still all new to us 😬🐾
2026-05-04 13:04:14
1
🔑𝕄𝕐ℝ𝔸🔑 🖤 :
Never added anything like that
2026-05-03 23:23:25
1
愛|•AYANG :
this is exactly what claude told me. he said stop wasting your time giving me a role im better without it 😅
2026-04-29 18:45:33
1
INVERSIONES ADVICE COSTA RICA :
The why the prompt generator from Claude workbench use it?
2026-04-22 14:15:10
2
Lucian Hardy :
I mean, its all gradient descent. my instructions are almost fully rules based, but I do have a block of tone setting. not "you are" but "you said". and then "I" statements. found it makes correction via instruction reference easier without nuking performance.
2026-04-28 12:56:53
1
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