@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

The AI Briefer
The AI Briefer
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Tuesday 21 April 2026 22:53:13 GMT
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hoangnguyen270101
hoangnguyen :
I use "you are assisting me on ...". It better, it narrowing your context
2026-04-22 15:02:50
18
_bigthor
bigthor :
people think that adding "you're an expert in ..." generates knowledge out of nowhere 😂
2026-04-22 14:40:58
41
kstanoev
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
17
aquadocter
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
thebenevolentarch
TheBenevolentArchitect :
Literally the most obvious thing. Geesh.
2026-06-06 18:23:36
1
mr.minlulin
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
choncho164
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
kibbles777
Kibbles777 :
personas showed bias in got 3.5??? is this data even reliable or relevant anymore?
2026-05-09 05:03:44
2
lukewarmtoast1
Lukewarm toast :
Just have the ai write your prompts for you
2026-04-22 12:36:28
9
buildwithfur
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
wild.antonio1
Wild Antonio :
would you look at that. Ai doesn't exist & we have another propaganda Ai post.
2026-05-09 16:38:27
1
thecollectorthe90s
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
doezerx
Vincent :
Nice adding sources
2026-05-02 07:23:01
1
sillyboyspam
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
zackycluvsky
Zacky Cluvsky :
nice insight dude.. im gonna implement it.
2026-04-22 12:56:24
1
fandesigns
fandesigns :
ok i ll consider. thanks for your information
2026-04-24 01:59:46
1
ghanyberkata
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
yaci.da.mata
Yaci da Mata :
amazing guide, sharing. thank you a lot!
2026-04-23 21:21:05
1
ayang.kamu.999
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
makermindai
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
D.R.E.A.M DOGS RESCUE 🐾 :
Guilty… still all new to us 😬🐾
2026-05-04 13:04:14
1
myrabelution
🔑𝕄𝕐ℝ𝔸🔑 🖤 :
Never added anything like that
2026-05-03 23:23:25
1
propiedadesadvice
INVERSIONES ADVICE COSTA RICA :
The why the prompt generator from Claude workbench use it?
2026-04-22 14:15:10
2
xiaden_denahart
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
eruvierda.me
eruvierda :
I always start with making Sdd, or prd, or flowchart, or erd, or concepts, used for analyze, matching style, then add to memory
2026-04-24 16:08:38
1
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