Documented path
Khot was born in Ichalkaranji, Maharashtra, India, and completed his B.Tech. at IIT Bombay in 1999. He then went to Princeton for his PhD under Sanjeev Arora, where he breezed through department prerequisites in three months. In the summer of 2001, while visiting relatives in India, he had the key insight that became the Unique Games Conjecture. He completed his PhD in 2003 and the UGC went on to become one of the most influential ideas in computational complexity theory.
Born in 1978 in Ichalkaranji, Maharashtra, India; family background not documented in reviewed sources.
Julius Silver Professor of Computer Science at NYU Courant Institute; MacArthur Fellow (2016); Fellow of the Royal Society (2017).
Where the conditions came from
Each is placed on a −1 to 3 scale from documented evidence, and the three are never added together. A combined total would rank Subhash Khot against other people. Held apart, they explain why this path ran differently from another one—which is the only comparison this project supports.
The marble itself
+2Tailwind
What capability, drive, or early skill is documented in the person rather than their surroundings?
Completed B.Tech at IIT Bombay, breezed through Princeton PhD prerequisites in three months (normally takes good students a year). Formulated the Unique Games Conjecture at 23. Exceptional ability confirmed by rapid academic progress, though no early prodigy evidence.
Where it was dropped
+1Tailwind
What money, family standing, network, or permission was already in place before the work began?
Born in Ichalkaranji, Maharashtra, India (small town). Both parents were doctors. Father died within a month of Khot joining IIT Bombay. Middle-class professional family with stability, though personal tragedy early.
The shape of the track
+3Tailwind
What place, timing, institution, or peer group made the next step available?
IIT Bombay (elite Indian engineering institution), Princeton PhD under Sanjeev Arora (pioneer of PCP Theorem). Had never seen a computer before IIT but had strong math competition background. Elite institutional pipeline from IIT to Princeton with a leading TCS advisor.
A −1 is a documented headwind, not a missing value; a 0 means the sources record nothing notable either way. Annotation confidence: High. These are analyst readings of what the sources record, not measurements of merit, talent, or effort. The twenty-two scored dimensions remain available inside the deeper research detail.
What moved through the conditions
Silence in a biography is not evidence that perseverance was absent.
A successful-only archive cannot recover all encounters, avoided setbacks, or alternative outcomes.
Strongest documented signals: Elite institution pipeline, Frontier geography, Dedicated mentor / coach.
Describes the starting position, not what the person later made of it.
Strongest observed levers: Started serious reps before 20, Prior reps, Scarce skill depth.
Measures what was present, not whether it was inherited, earned, self-built, external, or mixed.
The timeline below shows the sequence of work and transitions around the selected early milestone. It is evidence of a path, not proof that every step was necessary.
Dominant figure at the top of a field. The tier summarizes documented career recognition through the data cutoff—not Subhash Khot's worth or future potential.
Question four · where did the leverage come from?
Each non-zero lever gets a best-supported origin, evidence signals, and confidence. Unresolved is the honest default when the biography cannot distinguish self-built, advantage-enabled, earned, external, or mixed.
One or more documented starting advantages plausibly enabled this lever.
One or more documented starting advantages plausibly enabled this lever.
One or more documented starting advantages plausibly enabled this lever.
One or more documented starting advantages plausibly enabled this lever.
One or more documented starting advantages plausibly enabled this lever.
One or more documented starting advantages plausibly enabled this lever.
One or more documented starting advantages plausibly enabled this lever.
A structural wave is external to the person, even when their position improved access to it.
This is a bounded inference from the current annotations—not a claim about private effort, merit, or the percentage of Subhash Khot's outcome attributable to any origin.
Structural luck, Encounter luck, Event luck, Outcome variance can change every arrow in the path. This successful-only dataset cannot observe the near-identical paths that did not break through, so luck stays visible and unscored.
Multiplying capacity documented later in the path. Measures what was present, not whether it was inherited, earned, self-built, external, or mixed.
Access or conditions documented near the beginning of the path. Zero means "no clear evidence in reviewed sources," not "advantage was absent."
Born in Ichalkaranji, Maharashtra, India. Family background not documented in reviewed sources beyond his place of birth.
Not documented in reviewed sources.
Khot was born in Ichalkaranji, India, and completed his B.Tech. at IIT Bombay before going to Princeton for his PhD. At age 23, as a third-year PhD student, he formulated the Unique Games Conjecture, which became one of the most influential ideas in theoretical computer science. He completed his PhD in 2003 at age 25 and went on to win the Waterman Award (2010), Nevanlinna Prize (2014), and MacArthur Fellowship (2016). Family background is not documented in reviewed sources.
advantage confidence: Medium · source count: 4 · audit: source_verified · status: subagent_researched_beta