Souvik Banerjee

Analytics

[Zara Zhang @zarazhangrui]

If you've adopted AI at your company but haven't seen any tangible results, read this 1990 article: "The Dynamo and the Computer" by Paul David.

When electricity first arrived, factories that "adopted" it barely got faster. They just swapped the steam engine for an electric one and ran everything else exactly as before: same machine layout, same workflow, same management. Electricity in, no real gains out.

The most common mistake with any new technology is to drop it into the old organization and then declare the transformation done.

The real leap came decades later, when each machine got its own small motor. Suddenly machines no longer had to be lined up around one central drive shaft. They could be rearranged around the actual flow of work.

The productivity gains didn't come from electricity. They came from REDESIGNING THE ENTIRE FACTORY around it.

AI is the same. Bolting it onto your existing process gets you a faster steam engine. The payoff comes when you redesign the work itself.

(link to paper in comments)

[Souvik Banerjee @SouvikB07]

@OpenAI @outskillio My biggest learning:

Responsible AI products are not only about what the model can generate.

They are also about what the product refuses to do, routes safely, stores, deletes, and communicates clearly.

Live product:
https://t.co/agBryx5a52
Thank you @OpenAI and @Outskill.

[Souvik Banerjee @SouvikB07]

I built and shipped MindBridge for the OpenAI × Outskill AI Builders Hackathon.

MindBridge is a safety-aware AI clarity product for adults who feel mentally overwhelmed but cannot clearly name what they are experiencing yet.

[Souvik Banerjee @SouvikB07]

@OpenAI @outskillio Codex helped massively during the hackathon.

I used it for planning, coding, debugging, refactoring, API integration, Supabase migration work, frontend polish, and release-readiness checks.

It felt like building with an AI engineering teammate.

[Souvik Banerjee @SouvikB07]

@unknwnanswrs @0ldstock @rs_rajender @BlondeBigot11 Your ancestors were French and British

[Souvik Banerjee @SouvikB07]

@LarryWe53486866 @BlondeBigot11 @grok please fact check this

[Souvik Banerjee @SouvikB07]

@TheBuckYouWill @BlondeBigot11 @grok what is the reason behind this behaviour?

[Souvik Banerjee @SouvikB07]

@0ldstock @rs_rajender @BlondeBigot11 The same way you are french and not Canadian?

[Souvik Banerjee @SouvikB07]

@BlondeBigot11 At least be an educated Racist 🤣🤣
Read a little bit about Geography in your free time.

[Souvik Banerjee @SouvikB07]

@PoloM77 @jacksoh64 @IRIran_Military Obviously Israel doesn’t, they don’t even consider them human

[Souvik Banerjee @SouvikB07]

@ArchanaRajdharm Oh god please save this pure hearted kid. I don’t want him to hate people just because they follow different ideologies

[Souvik Banerjee @SouvikB07]

@EURO2024DE @DT10_Official @FSSrbije @Fenerbahce @EURO2024DE
It’s been 28 days since I raised the request(ID: 871893) to transfer my ticket to a different email but still no response from your team.
I booked tickets to Euro Cup on Sat 15 Jun 18:00 (local time) at Berlin for Spain vs Croatia match.
Please help me ASAP

[Souvik Banerjee @SouvikB07]

@EURO2024DE @BSchweinsteiger @Podolski10 @DFB_Team @DFB_Team_EN @DFB @DFB_Fanclub @EURO2024DE
It’s been 28 days since I raised the request(ID: 871893) to transfer my ticket to a different email but still no response from your team.
I booked tickets to Euro Cup on Sat 15 Jun 18:00 (local time) at Berlin for Spain vs Croatia match.
Please help me ASAP

[Souvik Banerjee @SouvikB07]

@EURO2024DE @DFB_Team @nati_sfv_asf @oefb1904 @FSHForg @MilliTakimlar @FSSrbije @HNS_CFF @LaczyNasPilka @hai_romania @GeorgiaGff @EURO2024DE
It’s been 28 days since I raised the request(ID: 871893) to transfer my ticket to a different email but still no response from your team.
I booked tickets to Euro Cup on Sat 15 Jun 18:00 (local time) at Berlin for Spain vs Croatia match.
Please help me ASAP