For Scientists & Researchers

A platform purpose-built for metabolic science

AI

Give the full metabolic science story of what's relevant to each user's unique biology, right when they're making high-stakes decisions for their health. Co-design the knowledge base, biological modeling tools, and scoring process used by AI Agents to align personalized nutrition algorithms with the latest breakthroughs in modeling metabolic health.

Infuse public health with the latest consensus from metabolic science

Picard Lab · Cell Metabolism 2025
Energy Resistance Principle (éR)
Electron Cascade: Food → O₂
DigestionAssimilationCardiacOutputTissuePerfusionCellTransportGlycolysis+ KrebsETCO₂SupplyATPSynthaseBackflowFOOD (e⁻)→ O₂INTERMEMBRANE SPACE (IMS)MITOCHONDRIAL MATRIXPROTONMOTIVE FORCE (ΔμH⁺) — ELECTROCHEMICAL GRADIENTH⁺H⁺H⁺H⁺H⁺H⁺H⁺H⁺H⁺H⁺H⁺H⁺INADH dehydro-genaseFeSH⁺4H⁺/NADHIISuccinatedehydrogenaseno H⁺ pumpFADH₂from succinateCoQ₁₀UbiquinonepoolIIICytochromebc₁ complexQ-cycleH⁺4H⁺/pairCyt cmobileIVCytochrome coxidase (COX)CuA/CuBH⁺2H⁺/pairO₂→ H₂O⑧ terminalacceptorF₀channelF₁ATP Synthase (V)ΔμH⁺flows backATPADP + Pᵢ → ATPNADHfrom Krebs ⑥e⁻NAD⁺ + H⁺ + 2e⁻KrebsCO₂ + NADH + FADH₂mtDNAencodes ETC subunits⑩ Excess éRPyruvate → Lactate/ Alanine exporte⁻→ outP = R·I² — Energy resistance (éR) enables transformation at each step
Electron flux: food-derived e⁻ → O₂ via mitochondrial ETC · Each éR step transforms energy

People for Food is designed for the real scientific consensus to drive the user experience. The appetite for the latest information being available at the time of decision making is vast. Reduce the cycle time transformative metabolic science breakthroughs take to transform people's lives.

Built to evolve with the latest scientific breakthroughs

Built to evolve with the latest scientific breakthroughs. The metabolic science journey is only beginning. Keep public health walking in lockstep, every step of the way.

Protocol Governance
Science → Consensus → Scores
Latest: Mitochondrial bioenergetics
Propose model updateValidate + deploy on-chainReal-world outcomes dataScientificBreakthroughsPeer-reviewed researchCommunityConsensusOn-chain governanceéRUpdated HealthScoresPersonalized éR scoringETC / éR modelsMicrobiome studiesCGM variabilityFood matrix researchPersonalized food scoresUpdated éR models
Metabolic science evolves · The protocol evolves with it

Your Opportunities as a Scientist

Define the Gold Standard

Help establish the PFF Gold Standard benchmark—the first authoritative measure of how AI Agents perform on evaluating the metabolic health of food.

Govern the AI System

Vote on protocol updates and scoring system evolution. As science advances, ensure the AI reflects the latest understanding.

The future of food health information is collaborative, transparent, and decentralized. Join us in building it.