Trust Is Built Over Time, Using Context | Niv Sundaram, Machani Robotics

A robot that never forgets the conversation. Niv Sundaram on why memory is the trust mechanism. Book Ian for your event → iankhan.com | booking@iankhan.com SUMMARY Niv Sundaram describes Machani Robotics, founded on a deeply personal mission, and explains how continuous conversational memory through an LLM creates trust over time. She also references the Disney research opening the summit and what it clarified about the category. KEY FINDINGS • A company founded on a deeply personal mission • Continuous conversational memory rather than isolated interactions • A robot that never forgets, powered by an LLM • Trust built over time through retained context • Disney research opening the Humanoids Summit • What that keynote clarified about the category • The next eighteen months to two years NOTABLE QUOTES "She never forgets. Trust is built over time, but using context." — Niv Sundaram FEATURING Niv Sundaram, Chief Strategy & Technology Officer, Machani Robotics FULL TRANSCRIPT iankhan.com/futurist/niv-sundaram-machani-robotics-trust Recorded at the Humanoids Summit for The Futurist. ──────────────────── ABOUT IAN KHAN — ROBOTICS & AI KEYNOTE SPEAKER Most AI keynotes end with a better understanding. Mine end with a measured readiness score and a ninety-day plan. Your leadership team is assessed before the event, the room sees its own collective result live, and every attendee leaves with a ninety-day plan they helped build. Every year I interview more than 500 senior leaders on ca