Meta Expands AI Wearables Portfolio With Pendant, Glasses

According to an internal memo viewed by The Information, Meta is developing an AI pendant and plans to start testing it within the next year. Reporting by Reuters, Engadget, TechCrunch, The Next Web and Notebookcheck repeats the memo's details that Meta is expanding its smart-glasses lineup with models codenamed "Modelo", "Luna", "RBM2 Refresh" and "Mojito VIP", and is testing experimental "supersensing" prototypes called "Artemis" and "SSG".

The memo reportedly outlines a business subscription called Wearables for Work and sets an aggressive sales target of 10 million wearables in the second half of 2026, per The Information and Reuters. Reuters reports that Meta's Reality Labs posted a loss of $4.03 billion in Q1 2026 on $402 million in revenue. Multiple outlets note Meta acquired startup Limitless at the end of 2025, and Limitless had previously developed a pendant that recorded and transcribed conversations.

Companies attempting always-on or ambient-sensing wearables confront three technical constraints: battery and thermal limits for continuous sensing, on-device versus cloud inference trade-offs for latency and privacy, and the need for robust speech-to-text and diarization at production scale. Industry patterns show that integrating always-on cameras or omnidirectional microphones into a small pendant or glasses often requires architectural choices such as low-power ML accelerators, aggressive on-device model quantization, and selective upload policies to limit bandwidth and exposure.

Industry coverage frames this push as both a hardware product expansion and a monetization play. The Information's memo, as reported by multiple outlets, ties the wearables roadmap to Reality Labs' hardware losses and a unit-sales target. Historical precedent matters: The Next Web and other outlets remind readers that earlier AI-pendant attempts, notably Humane's AI Pin, struggled commercially and were later wound down, with HP acquiring Humane assets for reported consideration. By contrast, Meta already has commercialized smart glasses partnerships with EssilorLuxottica brands such as Ray-Ban, per Reuters, which gives it distribution and product experience that earlier pendant-only entrants lacked.

Editorial analysis: For practitioners, the combination of new form factors (pendant plus multiple glasses variants) and a subscription tier suggests greater engineering emphasis on long-term data management, scalable inference, and enterprise integrations. Enterprises evaluating a "Wearables for Work" model will demand secure transcription, identity and access controls, and CRM or collaboration-tool hooks, increasing the need for dependable streaming and batch ingestion pipelines.

• •Product signals: public release timing and specs for the reported models, and any launch or beta for the Hatch AI agent referenced in reporting.
• •Privacy and compliance: whether devices implement on-device processing, opt-in capture controls, and data retention policies; pay attention to regulatory inquiries following product previews.
• •Performance metrics: reliable speech transcription accuracy in noisy, multi-speaker environments and battery life figures under continuous sensing.
• •Commercial traction: whether the reported 10 million unit target is revised, and how enterprise uptake of a Wearables for Work tier compares to software-only Copilot-style subscriptions.

Editorial analysis: The reports signal a major product bet on bringing ambient AI into wearable form factors backed by subscription revenue, but they also highlight well-known engineering and privacy challenges that will determine whether such devices shift from novelty to daily workplace tools.