Iftikhar Ahmed

COO & Co-Founder at Xecutors | Co-Founder at Gogency (Startup) | Leading a Sustainable Manufacturing Initiative | Innovator in Tech.

[Iftikhar Ahmed @dSmartDEV]

@bcherny The way to go for is “wait for the next model”

[Iftikhar Ahmed @dSmartDEV]

@OriSilver AGI

[Iftikhar Ahmed @dSmartDEV]

@thenetninjauk The code NINJAFLEDGLING on new monthly sub isn’t working. Can you check that

[0xMarioNawfal - The Roundtable Show @RoundtableSpace]

TOP 10 GITHUB REPOS TO ENHANCE YOUR CLAUDE CODE GAME

• SUPABASE
https://t.co/WzPIYqVQXM

• NOTEBOOKLM
https://t.co/LTlGoU3oPp

• OBSIDIAN
https://t.co/ncEYHnw47k

• LANGCHAIN
https://t.co/qlRw5rznwi

• FLOWISE
https://t.co/ggY1iS2sB7

• CLAUDE SKILLS
https://t.co/pcXlvK7d9u

• AWESOME CLAUDE SKILLS
https://t.co/5lbBAQSUuV

• REPOMIX
https://t.co/KGAPZb14Du

• CLAUDE CODE BEST PRACTICE
https://t.co/Bq5OzzlT2h

• EVERYTHING CLAUDE CODE
https://t.co/xPk3fV9mGb

[Iftikhar Ahmed @dSmartDEV]

@NotionHQ

I am not able to change view options of a linked database view

Coz whenever I try to do so, it asks to choose database as if I were to link new one,

The same issue exists in iOS app, macOS app and browser

[Jim Fan @DrJimFan]

Let's reverse engineer GPT-4V's uncanny ability to convert screenshots/sketches to code.

Believe it or not, it's actually a (relatively) easier training task, because synthetic data can be scaled up massively.

No insider info, but this is how I'd do it:

1. Scrape lots of websites and their code. Use a lightweight model (3.5) to clean up the code, and Selenium to render the screenshots. This becomes an initial training dataset of (Image, code).

2. Now given a screenshot, ask the model to generate code, and execute it in an actual browser. This step may throw errors, but GPT-4 is good at self-debugging. Fix all obvious runtime errors after a few rounds of iterative refinement.

3. The code is runnable now, but the rendered website may not follow the instruction image completely. Enters a very powerful idea from agent learning, called "Hindsight Relabeling" (https://t.co/f65BsP1tRk, authored by OpenAI in 2017).
Basically, the wrong end product is actually correct given the current code. Instead of following (Image1, code), GPT-4V generates code -> Image2. Now the data pair (Image2, code) is actually groundtruth, which can be added to the training dataset.

4. Do aggressive data augmentation: change fonts, move around HTML elements, swap out background, add lots of noises. Combined with extraordinary OCR abilities, it's conceivable that enough data augmentation will help GPT-4V generalize to hand-drawn sketches, such as the napkin demo that @gdb did in February.

Video credit: @mckaywrigley

[Iftikhar Ahmed @dSmartDEV]

Here comes another #crypto #scammer this time from #Pakistan

Running ads towards a phishing site that makes people send their funds out to another scammer

@malikasadjee125 watch out,

[Iftikhar Ahmed @dSmartDEV]

How have they got golden check
@elonmusk @x ?

There seem to be no worth of getting #verified anymore especially when #scam phishing companies get verified by merely paying just $1000

[Iftikhar Ahmed @dSmartDEV]

@elonmusk @beaniemaxi @crypto_bitlord7 @CryptoKaleo @xbtwael @cobie @RookieXBT Here is another #phishing #scam site

This time they are using #ApeCoin name
@yugalabs @apecoin

#BAYC #MAYC

Stay #SAFU out there

#CryptoTwitter #cryptoscam

@elonmusk @x block @apecoingift

[Iftikhar Ahmed @dSmartDEV]

@elonmusk @beaniemaxi @crypto_bitlord7 @CryptoKaleo @xbtwael @cobie @RookieXBT Here is another #phishing #scam site

This time they are using #ApeCoin name
@yugalabs @apecoin

#BAYC #MAYC

Stay #SAFU out there

#CryptoTwitter #cryptoscam

@elonmusk @x block @apecoingift

[Iftikhar Ahmed @dSmartDEV]

X’s paid verification for #companies without proper #scrutiny is causing noobs loose millions in #crypto #scams

#Scammers using #golden checks to make people think link is coming from legit company not knowing the link contains a #phishing site that’l make them loose tokens

[Iftikhar Ahmed @dSmartDEV]

Here is one of those tweet

Check the username

@elonmusk how in the world would you verify this account with the golden check
When it is clearly promoting the scam

@beaniemaxi @crypto_bitlord7 @CryptoKaleo @xbtwael @cobie @RookieXBT

Guys raise your voice against golden checks

[Iftikhar Ahmed @dSmartDEV]

Follow for more tips on how to stay safe from hacks and attacks in the World of Crypto

[Iftikhar Ahmed @dSmartDEV]

🚨 Alert #CryptoTwitter! 🚨

Phishing attacks are rampant. Just like the one shared in this tweet

Let’s ensure we’re safeguarded against these threats.

A thread on staying safe from phishing on Twitter: 🛡️

#Crypto #Phishing #Scam #CryptoSafety 👇

[Iftikhar Ahmed @dSmartDEV]

Stay informed and vigilant.

Share knowledge and help the community stay protected.

Together, we can make #CryptoTwitter a safer space! 🤝💪 #CryptoSafety
7/8

[Iftikhar Ahmed @dSmartDEV]

Here is @ben_ethcr promoting that #phishing site

Stay #safe folks

The link promoted by him will just make you #loose your #crypto

Would love if @CryptoKaleo @crypto_bitlord7 @beaniemaxi @xbtwael and all the crypto influencers out there could raise their voice.