Your Window Into the Innovation Economy

The largest opportunity AI unlocks isn’t better software. It’s the multi-trillion-dollar services economy. For every $1 enterprises spend on software, they spend roughly $6 on people and services to get the job done.¹ AI-native services can compete for that spend with a fundamentally different model: each outcome can generate revenue while requiring progressively less human labor, improving future performance, and unlocking more work to own.

For decades, the field of biological aging has increasingly refined taxonomies of what changes as organisms grow older. The most widely accepted framework — the hallmarks of aging — reasonably describes twelve interconnected processes: genomic instability, telomere attrition, epigenetic alterations, mitochondrial dysfunction, loss of proteostasis, impaired macroautophagy, deregulated nutrient sensing, stem cell exhaustion, cellular senescence, altered intercellular communication, microbiome disturbance, and chronic inflammation.