Aarif

Parent of 3 kids | Servant of a mother.

[Aarif @Pndl]

@anandmahindra I fully agree with Anand Mahindra and Alex Karp. The real competitive edge in AI lies not merely in frontier models (its like a OS), but in the application layer, the integration, governance, security, and domain-specific solutions built on top of them.

[Aarif @Pndl]

@JakeFleshner Data foundation

[Aarif @Pndl]

@BillyM2k Ofcourse the current decade. Its like never before in the human history, the pace at which we live, the transformation to multi planatory living.

[Aarif @Pndl]

@muskonomy @SpaceX Thats good. But what if a company creates its own narrative to its advantage keeping share holders without a third party view or interpretation.

[Aarif @Pndl]

Sales is the safest job in AI ara..

[Aarif @Pndl]

@MichaelDell I am building an AI-assisted analytics foundation solution that helps organizations transform operational systems into trusted analytical foundations for reporting, semantic layers, and AI-driven insights.

[Aarif @Pndl]

@thewyattbrocato @naval Agree. For enterprises human-in-loop is a must at least for the next several years until we get proven confidence on AI.

[Aarif @Pndl]

@naval Should we not build the OS headless as well. Do we really need likes of Windows any more in the AI age?

[Aarif @Pndl]

AI agents are driving token costs through the roof right now, a real problem for most teams in 2026.
At Quantamine we built a different approach.
We only analyze Salesforce metadata, apply our predefined domain rules, and generate clean deterministic SQL.
No heavy inference loops

[Aarif @Pndl]

@neda_sefati Interested

[Aarif @Pndl]

@neda_sefati Interested..

[Aarif @Pndl]

@denicmarko https://t.co/SOdo0l6PSL

[Aarif @Pndl]

@mcuban Yes exactly. In our experience LLMs can't be trusted for enterprise data, a human in loop at each step is a real value. AI accelerates, human validates.

[Aarif @Pndl]

@DanBilzerian Insane control. But they worked hard to reach there.

[Aarif @Pndl]

@Dan_Jeffries1 A big part of the token economics problem may come not just from large context windows, but from uncontrolled reasoning loops in autonomous agent architectures. Eenterprise AI may need more workflow constrained and deterministic reasoning patterns.

[Aarif @Pndl]

@Cornell Great work. Humans are Biologically Intelligent (BI) species that uses Artificial Intelligence and Mechanical Intelligence (MI) to our advantage.
When Mechanically Intelligent devices truly merge with BI, the real AGI will emerge.

[Aarif @Pndl]

@sama Hmm..this means LLMs are hitting the wall.

[Aarif @Pndl]

@a16z @Benioff Absolutely. Easy access to the CRM by agents, is welcome every where. At the same time demand for standardised analytics foundation is growing.
#quantamine

[Aarif @Pndl]

@KobeissiLetter The US sanctioned China and the irony is US itself took it's full enterprise force to China for business, but not the otherway around. Interesting times in the US.

[Aarif @Pndl]

@rohanpaul_ai So we are going to see AI TV channels soon. Content gaurdrails are critical to filter fake and false news.