Integrated circuits; chips (integrated circuits); semiconductor devices; computers; computer software (recorded); integrated circuit cards (smart cards); computer hardware and downloadable and recorded software for optimizing artificial intelligence (ai) performance and power efficiency in consumer electronic devices; downloadable and recorded computer software development tools and chipsets for supporting artificial intelligence (ai) user experiences in consumer electronic devices; Apparatus for recording, transmission or reproduction of sound, images or data; headphones; earbuds; audio speakers; wireless speakers; microphones; cameras; webcams; security cameras; Electronic security systems for home network video; video door bells; projectors; portable video projectors; batteries and battery chargers; power banks; solar panels; solar-powered rechargeable batteries; apparatus for converting electronic radiation to electrical energy, namely, photovoltaic solar modules