Tag: future

3 jots

Vishal V. Shekkar
Vishal V. Shekkar
I declare Verified!
@vishalvshekkar
16 August 2025 at 4:30 PM 16 August 2025 at 4:30 PM UTC
(3/3) At the foundation are two levers: compute and the supply chain that feeds it—energy, water, bandwidth, silicon. Models will commoditize; differentiation shifts to orchestration, data, and the scale and efficiency of compute. In industrial-revolution terms, more compute is simply a larger labor force—only this time, the workers are digital.
Vishal V. Shekkar
Vishal V. Shekkar
I declare Verified!
@vishalvshekkar
16 August 2025 at 4:25 PM 16 August 2025 at 4:25 PM UTC
(2/3) That moment marks the birth of an AI-native operating system—AIOS. The intelligence allocates and controls compute across local devices and the networked cloud. Interfaces stop being fixed artifacts. Each “OS” is generated for the person using it, shaped by their goals and the resources at hand—not by a handful of vendors or a static FOSS baseline. Hyper-local. Hyper-personal. Whatever the user needs, within what the system can supply.
Vishal V. Shekkar
Vishal V. Shekkar
I declare Verified!
@vishalvshekkar
16 August 2025 at 4:23 PM 16 August 2025 at 4:23 PM UTC
(1/3) The era of live, fully AI-generated app experiences is close. You state an intent; the system comprehends it, plans the work, queries and fuses data from many sources, and responds in whatever form fits best—text, voice, visuals, or something new. Caching won’t just store outputs. It will preserve entire execution graphs: the plan, the data stitching, and the interface itself.