A grounded assessment of simultaneous localisation and mapping in production robotics, covering visual-inertial odometry, ORB-SLAM architectures, sensor fusion requirements, and actual hardware deployment realities in the Indian market.

An editorial assessment of GelSight, BioTac, and capacitive touch arrays, graded by shipping hardware, pilot deployments, and announcements. Covers technical specifications, real-world deployment limits, calibration requirements, and India availability with flagged INR estimates.

A grounded assessment of solid-state LiDAR, Time-of-Flight, and stereo depth sensors currently shipping or deployed in humanoid robotics. Claims are graded by shipping hardware first, pilot deployments second, and announcements last. Manufacturer spec sheets, thermal profiles, power budgets, and landed cost estimates for the Indian market are provided.

A grounded assessment of robotics foundation models, tracking the transition from research announcements to pilot deployments, with explicit grading of claims and India market availability.

A hardware-first analysis of sim-to-real pipelines, focusing on Isaac Sim and MuJoCo, the engineering requirements to cross the reality gap, and the current state of shipping hardware, pilot deployments, and India market availability.

A grounded assessment of how reinforcement learning drives locomotion and manipulation in shipping humanoid robots, with a focus on verified deployments, hardware realities, and India market availability.

A grounded assessment of imitation learning for humanoids, covering teleoperation, demonstration pipelines, and behaviour cloning. Graded against shipping hardware, pilot deployments, and announced roadmaps, with explicit notes on India availability and landed cost estimates.

A grounded evaluation of the Vision-Language-Action (VLA) model paradigm, analyzing RT-2, Octo, and OpenVLA against current hardware shipping standards, pilot deployment realities, and India market availability, with clear distinctions between research announcements and production-ready systems.

An evidence-based review of DRDO’s bipedal, humanoid, and combat robotics programs, graded by hardware validation, field trials, and public demonstrations. Includes availability and pricing context for Indian defence procurement.