RECIWO Labs tested the 35-gram Halliday AI glasses and its periscope-style DigiWindow brow projector across prescription compatibility, eye-box alignment, and proactive voice agent latency.
How on-DRAM vector multiply-accumulate units in 2026 LPDDR5X-PIM and LPDDR6 memory cut picojoules-per-bit by 54% during mobile and robotics LLM decoding.
RECIWO Labs tested 32B and 70B local LLMs across the 64GB Mac mini M5 Pro, NVIDIA Jetson Orin NX Super, and RTX 5090 workstations, measuring tokens/sec per watt and 24/7 acoustic noise.
How 60GHz FMCW radar sensors enable desktop AI robots like EMO Pet Gen 3 and smart displays to detect user posture, heart rate, and finger micro-gestures without an always-on RGB camera.
While standalone 'smartphone replacement' AI pins failed, ultra-light magnetic voice recorders and bone-conduction memory capsules like PLAUD NotePin Pro scaled to millions of users.
RECIWO Labs tracked 90-day user retention across 420 testers wearing AI voice rings, magnetic collar pendants, and MagSafe wallet recorders to determine which screenless AI form factor survives daily life.
We tore down and tested the $229 HiDock H1E desktop docking station to see how its internal USB audio loopback DSP captures crystal-clear two-way conference calls with zero software bots.
How standardized JSON-RPC 2.0 MCP tool servers running directly on microcontrollers and edge gateways let cloud and local LLMs control physical GPIO actuators, sensors, and smart home buses safely.
How pairing a 0.6B draft head or EAGLE-2 feature predictor with a 32B/70B target model turns idle edge NPU arithmetic capacity into 2.4x faster token streaming.
RECIWO Labs benchmarked Feetech STS3215 serial bus servos, Dynamixel XL430 actuators, and CAN-bus QDD planetary motors across backlash, control loop frequency, and ACT/VLA policy success rates.
