Deepak Singh

Co-founder & CEO @RealAvairAI — the AI sales prospecting platform pioneering Pair Selling: AI prospects, you close. Ex-founder/CTO @Adeptia. Never sell alone.

[Deepak Singh @DeepakS_AvairAI]

@bgurley @miramurati @thinkymachines Most people are missing the point.

Tinker + Fine-tuned on your secret sauce > Fable/5.6

This is what it allows us to do to get sustainable IP.

[Deepak Singh @DeepakS_AvairAI]

@miramurati This is fantastic! We need more open-weights options. The best way to build sustainable IP is to fine-tune open-weights model based on our special secret sauce. Otherwise our app is just a wrapper/harness that can be easily replaced.

[Deepak Singh @DeepakS_AvairAI]

I have noticed that GPT-5.6 Sol is over-engineering even at Medium mode. This is happening with code it writes and when i ask it do /codex:adversarial-review in claude code.

Anyone else notice that?

[Deepak Singh @DeepakS_AvairAI]

Good point, at the end of the day what matters is what is the pain you are solving for the customer and why did they buy your product/service. The way they describe it can be very insightful. I remember one customer told us that they bought our product to improve their customer experience and improve their net promoter scores as that was a mandate from the board. This was great advice for us to position our app.

[Deepak Singh @DeepakS_AvairAI]

@morganlinton @VulcanBench This is great analysis, very useful. I am also finding that Fable is more efficient with tokens at normal /effort mode. GPT-5.5 is also very token efficient.

[Deepak Singh @DeepakS_AvairAI]

@jietang Prompt caching does not seem to be working well. It seems to be using too many tokens as the input context cache is not being optimally used.

[Deepak Singh @DeepakS_AvairAI]

@IridiumEagle Looks like by next year, US labs will be distilling Chinese models.

[Deepak Singh @DeepakS_AvairAI]

Google DeepMind is really dropping the ball.

At AvairAI we use Gemini Pro as one of the AI models in the app.

Surprise: Gemini Pro GA is still 2.5 Pro released in March 2025!

Gemini Pro 3.1 is not even GA yet (it is in preview).

[Deepak Singh @DeepakS_AvairAI]

@KobeissiLetter This is really negative for the tech industry. Where does GOVT control end?

The big issue is that this only gives access to powerful AI to big companies and govt agencies.

How will smaller companies compete if they don't have access to SOTA AI that big companies have?

[Deepak Singh @DeepakS_AvairAI]

If AI is the most important innovation in history, why are we letting the GOVT decide who can access it and when?

Why did everyone just accept it as ok?

[Deepak Singh @DeepakS_AvairAI]

SIMPLE and EASY way to get your next 10 customers -

1. Go to https://t.co/2j1W5KzOKm
2. Type in your website
3. See AI analyze your messaging and create lead-gen campaign
4. View the target accounts with pain-point trigger signals
5. If the list looks good, signup for a trial
6. Proceed to next step where it creates a prospect contact list
7. Save the campaign and launch it
8. AI agents start outreach to find interested leads

14-day free trial, no credit card.

Skeptical? Try the 3 min demo on the website with your website. No signup needed.

Our secret sauce: Pain-signal targeting.

Only target accounts that show public evidence of the pain points you solve. No need for spray-and-pray email and call blasts that spam and waste time.

AvairAI makes your lead-generation outreach more effective.

[Deepak Singh @DeepakS_AvairAI]

@Brennan_Lup Not correct, IMHO. Cofounder(s) that complement each other and have diverse set of experiences and skills are hugely valuable. Can save lot of time, effort and money when someone instinctively knows what to do and what will not work.

AI cannot give innovative ideas, yet.

[Deepak Singh @DeepakS_AvairAI]

@maxkolysh Sounds like a cool idea, definitely worth pursuing. It is all about aligning incentives.

[Deepak Singh @DeepakS_AvairAI]

@AndrewBolis YT

[Deepak Singh @DeepakS_AvairAI]

@DamienWayne https://t.co/g0zHi7MyEK - AI-agents build outreach campaign in 3 mins just from your website.

[Deepak Singh @DeepakS_AvairAI]

@araseb_ https://t.co/g0zHi7MyEK - AI-agents build outreach campaign in 3 mins just from your website.

Try demo now, no sign-up needed. 3 mins.

See real buy-ready target accounts with trigger signals for your business and messaging, outreach content and personas to target.

[Deepak Singh @DeepakS_AvairAI]

@nezbuilds https://t.co/g0zHi7MyEK - AI-agents build outreach campaign in 3 mins just from your website.

Try demo now, no sign-up needed. 3 mins.

See real buy-ready target accounts with trigger signals for your business and messaging, outreach content and personas to target.

[Deepak Singh @DeepakS_AvairAI]

@ThePeterMick https://t.co/g0zHi7MyEK - AI-agents build outreach campaign in 3 mins just from your website.

Try demo now, no sign-up needed.

In 3 mins see real buy-ready target accounts with trigger signals for your business and messaging, outreach content and personas to target.

[Deepak Singh @DeepakS_AvairAI]

@JGdalevich https://t.co/g0zHi7MyEK - AI-agents build outreach campaign in 3 mins just from your website.

Try demo now, no sign-up needed. 3 mins.

See real buy-ready target accounts with trigger signals for your business and messaging, outreach content and personas to target.

[Deepak Singh @DeepakS_AvairAI]

@foxtomb232 https://t.co/g0zHi7MyEK - AI-agents build outreach campaign in 3 mins with buy-ready target accounts from just your website.

Try demo with no sign-up needed.