Priyan Jindal

[Aparna Dhinakaran @aparnadhinak]

Thanks for all the love on Prompt Learning! We're really excited about the potential of using English feedback in the prompt learning loop.

We’ve been benchmarking our Prompt Optimizer against real-world data sets.

First up: Big Bench Hard (BBH) – 50 randomly sampled tasks, 1 loop of optimization, no handcrafted prompts

We used GPT-4.1 as the model under test & GPT-4o as LLM-as-a-Judge, we ran a fully language-driven loop: explanations only, no access to ground truth during learning

Despite BBH’s sensitivity (small prompt changes often hurt), Prompt Learning improved performance by +10% accuracy – just from one round of English feedback + MetaPrompting.

In-Context learning, powered by evals.

We’ve open-sourced the code to reproduce the BBH experiments in our repo:

@chengshuai_shi @ZhitingHu @HamelHusain @sh_reya @charlespacker @eugeneyan @swyx @dan_iter @sophiamyang @AndrewYNg @lateinteraction @cwolferesearch @tom_doerr @imjaredz @lennysan @shyamalanadkat @aakashgupta @apolloresearch @jerryjliu0 @joaomdmoura @jxnlco @abacaj @garrytan @jaschasd

🔗 https://t.co/O4iiMtlnPR

[jamaicangirldessii @Desire_1516]

Maybe Lil Wayne should have performed instead of Kendrick Lamar cause this shit is ass..#SuperBowlLIX

[Priyan Jindal @Doctah_J_]

@DictatorCheese3 hey buddy, don’t forget lebron too

[Priyan Jindal @Doctah_J_]

@sidsrini_ bro what 😂😂

[Priyan Jindal @Doctah_J_]

@gurindergill96 you too pussy

[Priyan Jindal @Doctah_J_]

@apdhillxn where the fuck uou at bitch ass mf ugly ass no hoes havin ass

[Scion Nick 💨 @Scion_Nick]

Kyrie said he was sitting out for all the workers who lost their jobs because of mandates. He’s coming back because the vax mandate got lifted FOR ONLY ATHLETES AND ENTERTAINERS. He’s a self righteous prick who just cooked up some bullshit to justify not taking the jab.

[Priyan Jindal @Doctah_J_]

@RoVirmani Facts

[Priyan Jindal @Doctah_J_]

@DictatorCheese3

[Priyan Jindal @Doctah_J_]

@DictatorCheese3 Of course you hate to see a fat man lose weight 💀

[Priyan Jindal @Doctah_J_]

@DictatorCheese3 Bro if he scores less points and scores less efficiently than he’s less skilled at scoring how retarded are you goddamn

[Priyan Jindal @Doctah_J_]

@DictatorCheese3 @BSOLZ_ Only thing lebron gets tested for is PEDs and the only thing you get tested for is your weight

[Priyan Jindal @Doctah_J_]

@DictatorCheese3 @HardenLover69 And fat ass you

[Priyan Jindal @Doctah_J_]

@DictatorCheese3 Bro he’s like 36 years old and he doesn’t even start calm yo saggy ass titties

[Priyan Jindal @Doctah_J_]

@DictatorCheese3 @tro504 @ShakhtArsenalFC @stay_highDREted @jweeshman @pistol81 @NerlensNoel3 @KendrickPerkins Yeah, you defending Rich Paul with your whole heart when he doesn’t even know your name. Dumbass retard

[shawn beats @SHAWNxBEATS]

I wanted that beat to drop on Ok Ok so bad and it never happened ☹️☹️☹️

[Troydan @Troydan]

Giving away $5000 to one random person if Lonzo Ball ends up back in Los Angeles. Retweet 2 enter (this is real)

[kr______ @k_r11a]

Kanye looking at the upload button on Spotify #DONDA

[Priyan Jindal @Doctah_J_]

YEA TROYYYY

[Troydan @Troydan]

LONZO TO LAKERS???