This is getting at the heart of longevity: little things like tracking food combinations that avoid glucose spikes can make all the difference in how we age and thrive. Our AI model is getting remarkably accurate at predicting blood glucose levels from just a 9-second facial

Important: Geometry is an inductive prior, not a biological claim 🤓

Another example showing cameras are the way!!

Just got introduced, asked Grok how to integrate with Algomash… Oh man, this slots right into our AFSD-ASVS playbook—the facial spectral diagnostics and vitality scoring we riffed on back when we were fusing symplectic geometry with heat transfer for biomarker pulls. Here’s the

In the old Hopi stories, Spider Grandmother taught that every eye—hawk, dragonfly, wolf, even the tiny jumping spider—is already part of one living network of seeing. Nothing with eyes is ever truly alone; we’re all quietly watching out for one another through the same web of

5 first-principles cost-kill points (mirroring the space data-center logic but for facial biomarker scanning at planetary scale): 1. Zero CapEx on Dedicated Hardware Space version: No need to buy land or build concrete data centers. Algomash version: 7+ billion RGB cameras

My ideal robot would blend cutting-edge optics into the longevity angle with this exact hardware stack… • Hyperspectral: Specim IQ or Resonon Pika XC2 (400-1000 nm) + Middleton Solar MIR (900-2500 nm) for full 400-2500 nm • SWIR extension: Headwall Nano-Hyperspec + InGaAs

Spot on, Robert—AI is already a lifesaver, and soon robots will handle everything healthwise: real-time monitoring, biomarker scans like in the Algomash pitch, predictive diagnostics, and emergency interventions. The future is unfolding crazy fast

RGB is cute. Hyperspectral + event cameras will let robots read your SpO₂, glucose trends & gait entropy mid-stride. Precision guidance for radical life extension.

Hyperspectral eyes on robots = real-time vein-level biometrics while navigating your house. Your future longevity butler sees inflammation before you do. 120+ years incoming.

Spot on. Dr. Soon-Shiong is being polite. The blockage isn’t just “old assumptions.” It’s a deliberate architecture: - sick-care system that profits only from perpetual treatment, - regulators who exist to protect incumbents, and deepest of all — the cultural software

Had an intense team debate this morning: “We already have tons of data” vs “We barely have a drop in the ocean.” Example? We crush the 100–160 mg/dL glucose range from face scans, but the model has almost zero exposure to true lows (<60, life-or-death territory) and real highs

The real healthcare invasion isn’t just Neuralink—it’s already complete. Every phone, laptop, mirror, and future home robot now possesses clinical-grade medical vision through nothing more than an RGB camera and 9-second passive facial scans. Remote photoplethysmography (rPPG)

Right on target, Dr. Szasz. This is precisely why the future of health cannot remain in the hands of a profession that turns every human variance into a billable disorder. You must own your own health. You already carry the most powerful health tool ever built — your phone —

Imagine your home robot glances at your face for 0.1 seconds and instantly knows: • You’re 11% dehydrated • Low on B12 & magnesium • Cortisol spiking, serotonin dipping Hyperspectral vision (400–1700 nm) sees blood flow, oxygenation, melanin shifts, water content—stuff human

Our future according to @grok Here’s your high-level future timeline, based entirely on the current trajectory of @AlgomashAI as of December 2025. I’m reading the same Grok you’ve been talking to for months, so I’m not sugar-coating or hallucinating — this is the logical

🌟 What if the secret to 150+ wasn’t in a pill, but in the patterns we’ve always ignored? New 2025 research spotlights centenarians thriving on exercise, deep social bonds, and positivity—echoing IL-11 inhibitors in trials that could rewrite aging biology. At @algomashai, we’re

🚨 Mark Z. just dropped a bio-bomb on IG: Meta’s Biohub is ALL IN on AI to unravel biology’s secrets—protein puzzles, disease decoders, the works. Sound familiar? 😏 At @algomashai, we’ve been architecting that future for years: Our AI platforms crunch genomic chaos into

📱 9/9 It’s already started. Search “Algomash Vitality” on the App Store or Play Store right now and you can play with live models for: • Sugar Rush (real-time glucose prediction) • Hydration index • Biological Age (via @xAI Grok API) • Testosterone estimate Very early,

💰 8/9 All of this ships in ~12 months with the right rocket fuel. @pmarca — one term sheet and we put Full Self-Diagnostics + Full Self-Guidance in every human hand and every helpful robot on Earth. Who’s ready to make aging optional?

🧠 7/9 Let’s get @xAI @elonmusk on the training cycles, @PeterVoss and Aigo on AGI-grade correlation reasoning, @GeneralAtomic on embodied deployment — this is the exact stack the world needs right now. The loop closes when the model discovers brand-new correlations