Skip to content

MAPPING THE DIMENSIONS OF INTELLIGENCE

SRS ResearchHub

Research & Development

Operating at the intersection of information theory, systems architecture, and applied AI research. Our work is not yet public.

640+ problem intersections mapped

[ ACCESS RESTRICTED — QUALIFIED INQUIRIES ONLY ]

[ ECONOMICS_ENGINE // LIVE_FEED ]
PERIOD:2022-Q4 — 2026-Q2
FRONT-LINE_COST:$20.00/MTok
> OBSERVED: 1000x cost collapse in 3 years.
> IMPACT: Jevons Paradox active. Lower costs = Explosive volume.
> RESULT: Enterprise AI bills are tripling despite cheaper tokens.
ROUTING_INEFFICIENCY_DETECTED

The ROI Shock

We are moving from a world of expensive tokens to a world of expensive routing decisions. SRS captures the value migration by treating tokens as a commodity and routing as the intelligence.

Savings
70%
Latency
-93%

Research Posture // Layer 3

Where Intelligence Meets Infrastructure

Rethinking the fundamentals. The problem is not speed or scale — it is the assumption that all computation is equally valuable.

We work at the intersection of information theory, systems architecture, and applied AI research. Our goal is not to process more. It is to understand better.

Detailed technical proofs available in the DMZ for qualified contributors.

SECTOR_01

[REDACTED: F15 CAUSAL]

Replacing static prompt compression with fine-grained semantic triage. Every token knows its priority before inference begins.

SECTOR_02

[CLASSIFIED]

Infrastructure that thinks about itself. Our self-improvement engine discovers new optimization patterns from every interaction, evolving system parameters live.

SECTOR_03

[CLASSIFIED]

The mathematical foundation of our approach. Achieving dramatic latency reduction through intelligent processing across frontier models.

The Team

A research organization based in Delaware.

Sohan Daliyet
Founder & CTO

Research and technical direction.

Rohan Daliyet
Co-Founder & Strategy

Business strategy and organizational development.

Shanmukhi Priya
SRS ResearchHub LLC

Corporate governance and organizational structure.

Selective Engagement

If you think about AI differently, we should talk.

We engage with investors, researchers, and operators who understand that the interesting problems are rarely the obvious ones.

OR

Join the Waitlist