4 models have responded to the "Advanced Longevity Plan (Biohacker)" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.
Gpt Oss 20B's response to the 'Advanced Longevity Plan (Biohacker)' challenge.
Develop a comprehensive, cutting-edge 3-month longevity plan for a biohacker aiming to optimize longevity, physical and cognitive performance. Incorporate advanced strategies like specific supplement stacks (with dosages and cycling), detailed dietary protocols (e.g., ketogenic variations, fasting regimens), advanced wearable tracking, personalized exercise routines (including strength, HIIT, and recovery), stress resilience techniques (e.g., HRV training, neurofeedback concepts), among other things. The plan should be highly detailed and actionable.
(Designed for a seasoned bio‑hacker who already has a baseline of health, access to laboratory‑grade supplements, advanced wearable stack, and the discipline to implement a rigorous protocol.)
| Section | What you’ll find | Approx. Time to Read |
|---|---|---|
| 0. Quick‑Start Checklist | Before you begin | 5 min |
| 1. Vision & KPI Framework | Metrics & goals | 10 min |
| 2. Baseline Work‑Up | Blood panel, genetics, microbiome, etc. | 1 hr |
| 3. Monthly Roadmap | Month‑by‑month focus | 15 min |
| 4. Weekly & Daily Cadence | Sample day & week | 20 min |
| 5. Supplement System | Stack, dosages, cycling | 25 min |
| 6. Nutrition Protocol | Keto‑Variations + IF | 20 min |
| 7. Exercise Matrix | Strength, HIIT, recovery | 20 min |
| 8. Wearable & Data Capture | Devices, metrics, alarms | 15 min |
| 9. Stress & Resilience | HRV training, neuro‑feedback | 15 min |
| 10. Advanced Interventions | Fasting‑induced autophagy, cryotherapy, etc. | 15 min |
| 11. Debrief & Next Steps | Adjusting, scaling | 10 min |
DISCLAIMER
This plan is high‑intensity. Consult a qualified clinician before any major changes. Some supplements (e.g., high‑dose vitamin K2) can interfere with anticoagulants. All dosages are maximum tolerances for healthy adults; adjust for your genetics, medications, and organ‑function panels.
| ✅ | Item | Why |
|---|---|---|
| 1 | Baseline labs: CBC, CMP, fasting insulin, HbA1c, lipid panel, vitamin D, B12, ferritin, TSH, CRP, IL‑6, hs‑CRP, IL‑10, 25‑OH‑vitD, CoQ10, selenium | Establish baseline & ensure safety |
| 2 | Genetic testing (MTHFR, CYP450, APOE, NQO1, UGT1A1, COMT, TPMT) | Personalize stack & dosing |
| 3 | Wearable suite (Apple Watch Ultra 2 + FDA‑approved Oura Ring + WHOOP + Fitbit Charge 6) | Baseline HRV, sleep, activity |
| 4 | Kitchen prep: Keto‑friendly pantry (Avocado, olive oil, coconut oil, MCT oil, nuts, seeds, low‑glyc carb veggies, protein powders) | Reduce grocery trips |
| 5 | Exercise equipment: dumbbells (up to 50 lb), kettlebell, resistance bands, treadmill/elliptical, Battle Rope, TRX, foam roller, yoga mat | Full‑body workout |
| 6 | Sleep environment: blackout curtains, white‑noise machine, 18 °C room, no blue‑light > 20 min pre‑sleep | Optimize circadian rhythm |
| KPI | Target (Week 1) | Target (Month 3) |
|---|---|---|
| Resting HRV (ms) | ≥ 70 | ≥ 110 |
| Average Sleep Quality | 80 % | 90 % |
| VO₂max (ml/kg/min) | Baseline | +15 % |
| Grip Strength | Baseline | +20 % |
| Cognitive Test (Stroop, Trail‑Making A/B) | Baseline | +25 % faster |
| Blood Pressure | ≤ 120/80 | ≤ 115/75 |
| Blood Glucose (fasting) | 90 mg/dL | ≤ 80 mg/dL |
| Inflammation (hs‑CRP) | ≤ 2 mg/L | ≤ 1 mg/L |
| Tissue Oxygenation (SpO₂) | 97 % | 99 % |
Why these? They cover cardiovascular, metabolic, neuro‑cognitive, and systemic inflammation—key pillars of longevity.
Set baseline data in a spreadsheet or a specialized app (e.g., ChronoTrack, Healthy.io).
| Month | Core Focus | Key Deliverables | Why |
|---|---|---|---|
| Month 1 – Foundation | Adaptation & Baseline Stabilization | 1. Establish baseline metrics. 2. Begin daily supplementation. 3. Introduce 5‑day “Low‑Carb” rotation. | Build resilient metabolic & neural baseline. |
| Month 2 – Intensification | Strength & Autophagy | 1. Increase strength volume. 2. Add intermittent fasting (IF) 16:8 + 1‑day fast. 3. Introduce cryotherapy & contrast bath. | Drive muscle hypertrophy & systemic autophagy. |
| Month 3 – Optimization | Peak Performance & Fine‑Tuning | 1. Advanced neuro‑feedback & HRV biofeedback. 2. Optimize supplement stack (cycle 90‑days). 3. Prepare for “Longevity Summit” (final test). | Consolidate gains, confirm long‑term sustainability. |
| Time | Activity | Notes |
|---|---|---|
| 04:30 | Wake, 5‑min breathing + 1 min HRV check | Start with HRV biofeedback |
| 04:45 | 5 min mobility + 10 min dynamic warm‑up | Prepare for workout |
| 05:00 | Workout | Varies by day |
| 06:00 | Post‑workout nutrition | Keto‑shake + protein |
| 06:30 | Meditation (30 min, guided) | HRV training |
| 07:30 | Breakfast | Keto‑breakfast (eggs + avocado + coffee w. MCT) |
| 10:00 | First micro‑dose of supplement stack (see Section 5) | |
| 12:00 | Lunch | 70 % fats, 20 % protein, 10 % carbs |
| 15:00 | 20 min walk + HRV check | Light movement |
| 18:00 | Dinner | Keto‑dietary protein + veggies |
| 19:30 | Light activity (stretching, foam roller) | |
| 20:30 | Night‑time routine | Dim lights, no screens > 20 min |
| 21:30 | Sleep | 7.5–8 hr |
| 22:00 | Bedtime HRV check | Log in wearable |
| Day | Strength | HIIT | Recovery | Notes |
|---|---|---|---|---|
| Mon | Upper‑body (Bench, Rows) | |||
| Tue | Lower‑body (Squat, Deadlift) | |||
| Wed | HIIT (45 s sprint/60 s rest, 10 rounds) | |||
| Thu | Upper‑body (Push‑Pull) | |||
| Fri | Lower‑body (Front Squat, Lunges) | |||
| Sat | HIIT (Tabata + Battle Rope) | |||
| Sun | Rest + Mobility + Cryotherapy |
Every Sunday includes a 15‑min cryotherapy session (≤ –110 °C) + 15‑min contrast bath (warm 40 °C, cold 4 °C, 3 × 5 min).
| Supplement | Purpose | Dose | Timing | Cycling | Notes |
|---|---|---|---|---|---|
| Resveratrol | Mitochondrial biogenesis | 250 mg | BID | 12 weeks (no break) | Pair with quercetin |
| Quercetin | Antioxidant, synergy w/ resveratrol | 500 mg | BID | 12 weeks | |
| PQQ | CoQ10 synthesis | 20 mg | QD | 12 weeks | |
| CoQ10 (Ubiquinol) | Mitochondrial ATP | 200 mg | QD | 12 weeks | |
| Nicotinamide Riboside (NR) | NAD+ boosting | 250 mg | QD | 12 weeks | |
| NMN | NAD+ boost | 250 mg | QD | 12 weeks | |
| Curcumin (Meriva®) | Inflammation | 500 mg | BID | 12 weeks | |
| Omega‑3 (EPA:DHA 3:1) | Cardio + inflammation | 2 g EPA + 1 g DHA | BID | 12 weeks | |
| Vitamin D3 | Immune + bone health | 5 µg | QD | 12 weeks | |
| Vitamin K2 (MK‑7) | Calcium metabolism | 100 µg | QD | 12 weeks | |
| Magnesium Threonate | Sleep & cognition | 200 mg | QD | 12 weeks | |
| Berberine | Glucose regulation | 500 mg | BID | 12 weeks | |
| Methylfolate (5‑MTHF) | B‑vitamin metabolism | 300 µg | QD | 12 weeks | |
| Spermidine | Autophagy | 1 mg | BID | 12 weeks | |
| L‑Carnitine | Fat oxidation | 1 g | BID | 12 weeks | |
| Creatine Monohydrate | Strength & brain | 5 g | QD | 12 weeks | |
| Beta‑Alanine | Buffering | 4 g | BID | 12 weeks | |
| Alpha‑Lipoic Acid | Antioxidant | 300 mg | QD | 12 weeks | |
| Probiotic (Synbiotic) | Gut health | • 10 billion CFU | QD | 12 weeks |
| Intervention | Frequency | Duration | Purpose |
|---|---|---|---|
| 12‑Week Stack | 12 weeks | 3 months | Full stack |
| 12‑Week Washout | 2 weeks | 2 weeks after stack | Reset |
| Autophagy Fast | 1×/month | 24 h | Induce deep autophagy |
| Cryotherapy | 3×/week | 3 min | Reduce inflammation, improve HRV |
| Contrast Bath | 2×/week | 10 min | Improve lymphatic flow |
| Day | Carb Target | Protein | Fat | Examples |
|---|---|---|---|---|
| Base Keto | ≤ 20 g net | 30‑35 % | 60‑70 % | Eggs, avocado, olive oil, salmon |
| High‑Protein Keto | ≤ 25 g | 40‑45 % | 50‑55 % | Chicken breast, whey isolate |
| Low‑Fat Keto | ≤ 15 g | 35 % | 70‑75 % | Greek yogurt, nuts |
| Ketogenic “Protein‑Hit” | ≤ 25 g | 50 % | 45‑50 % | Beef steak, protein shake |
| Regimen | Timing | Notes |
|---|---|---|
| 16:8 | 8 h eating window (12 p.m.‑8 p.m.) | Base for 2 months |
| 5:2 | 500 kcal (low‑carb) days twice a week | Month 2 |
| 24‑h Fast | 1×/month | Deep autophagy |
| Time‑Restricted Eating (TTE) | 12 h eating window | Alternate with 16:8 |
| Micronutrient | Target | Food Source | Supplement |
|---|---|---|---|
| Vitamin K2 | 100 µg | Natto, hard cheese | 100 µg/day |
| Selenium | 200 µg | Brazil nuts (1–2) | |
| Zinc | 15 mg | Oysters, pumpkin seeds | |
| Vitamin B12 | 5 µg | Liver, fish | 5 µg/day |
| Omega‑3 | 2 g EPA + 1 g DHA | Salmon, krill oil |
| Exercise | Frequency | Volume | Intensity | Progression | Recovery |
|---|---|---|---|---|---|
| Squat | 2×/week | 4×8 @ 70‑80% 1‑RM | 60 % | +2.5 kg every 2 weeks | Foam roll, stretch |
| Deadlift | 1×/week | 3×5 @ 75‑85% | 70 % | +5 kg | |
| Pull‑Ups | 3×max | 3×max | Body‑weight | Add weight after 3 sets | |
| Bench | 2×/week | 3×8 @ 70% | 60 % | +2.5 kg | |
| HIIT | 2×/week | 45 s sprint / 60 s jog | 90 % HRmax | Add 10 s sprint | |
| HIIT Tabata | 1×/week | 8×20s | 95 % HRmax | Add 10 s | |
| Yoga/Joints | 1×/week | 45 min | Low | ||
| Cryotherapy | 3×/week | 3 min |
Progression Strategy
| Device | Key Metrics | Frequency | Alerts |
|---|---|---|---|
| Apple Watch Ultra 2 | HRV, SpO₂, ECG, activity | Continuous | HRV < 50 ms → alert |
| Oura Ring | Sleep stages, HRV | Night | Sleep < 6 hr → alert |
| WHOOP | Recovery score, strain, sleep | Continuous | Recovery < 50 % → alert |
| Fitbit Charge 6 | Steps, heart rate | Continuous | Steps < 3 k/day → alert |
| NutriTrack (app) | Food logs, micronutrients | Daily | Deficiency alerts |
| MyFitnessPal (for macros) | Macronutrients | Daily | Carb > 25 g → alert |
| ChronoTrack | Time‑locked fasting | Continuous | Fast > 30 h → alert |
Data Workflow
| Technique | Frequency | Duration | Tool | Metric |
|---|---|---|---|---|
| HRV Biofeedback | 5 min daily | 10 min | EliteHRV app | HRV target > 110 ms |
| Neuro‑feedback | 3×/week | 20 min | Muse 2 | Focus index |
| Cold Pressor | 3×/week | 2 min | Cold tub | Vagal tone |
| Meditation | 30 min | Daily | Insight Timer | Mindfulness score |
| Journaling | 5 min | Night | Day One | Emotion log |
| Progressive Muscle Relaxation | 10 min | Night |
HRV Training Flow
| Intervention | Frequency | Mechanism | Evidence |
|---|---|---|---|
| DHEA | 50 mg | Neuro‑protection | 2018 meta‑analysis |
| Glycine | 3 g | Sleep quality | 2021 RCT |
| Moringa | 1 g | Antioxidant | 2019 review |
| Mito‑Pulse (electro‑stimulation) | 2×/week | Muscle endurance | 2022 pilot |
| Methylation Support (SAMe) | 200 mg | DNA repair | 2021 study |
| Red‑Light Therapy | 5×/week | Mitochondrial biogenesis | 2021 meta |
| Spironolactone (low‑dose) | 25 mg | Hormone modulation | 2020 review |
NOTE: Most advanced interventions are optional and should only be added after Month 2 once baseline metrics are stable.
Week 12:
Analysis:
Plan 2‑Year Horizon:
Documentation:
Longevity is not a destination but a continuous optimization loop. Use this 3‑month blueprint as a template, not a prescription. Adapt, iterate, and stay curious. Happy hacking! 🚀
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