What is the difference between GPT-5 Pro and Qwen: Qwen3 Max Thinking?

GPT-5 Pro is developed by OpenAI while Qwen: Qwen3 Max Thinking is developed by Qwen. GPT-5 Pro has a 400K token context window vs Qwen: Qwen3 Max Thinking's 262K. You can compare their actual outputs across 23 challenges on RIVAL to see how they differ in practice.

Which is better, GPT-5 Pro or Qwen: Qwen3 Max Thinking?

It depends on your use case. GPT-5 Pro and Qwen: Qwen3 Max Thinking each have strengths in different areas. RIVAL lets you compare their real outputs side-by-side across 23 challenges so you can judge which fits your needs best.

How much does GPT-5 Pro cost compared to Qwen: Qwen3 Max Thinking?

GPT-5 Pro costs $15/M input tokens and Qwen: Qwen3 Max Thinking costs $1.2/M input tokens. Qwen: Qwen3 Max Thinking is $13.80/M cheaper per input. Check their side-by-side outputs on RIVAL to see if the price difference is justified by quality.

How can I compare GPT-5 Pro and Qwen: Qwen3 Max Thinking on RIVAL?

This page shows a side-by-side comparison of GPT-5 Pro and Qwen: Qwen3 Max Thinking across shared challenges. You can vote on which model produced the better output, and Pro users can create custom challenges to test both models with their own prompts.

Rival

GPT-5 ProvsQwen: Qwen3 Max Thinking

18 challenges

Why GPT-5 Pro?

1.5x more context400K

Why Qwen: Qwen3 Max Thinking?

19.1x cheaper overall$1.20/M in · $6.00/M out

Leads 3 of 5 benchmarks

Stronger on LiveCodeBench91.4% vs 54.3%

4 months newerFeb 2026

Favorites

GPT-5 ProQwen: Qwen3 Max Thinking

Movie

—

The Shawshank Redemption

19948.7

Album

—

Kind of Blue

Miles Davis

Book

—

Dune

Frank Herbert

City

—

Kyoto

Japan

Game

—

The Legend of Zelda: Ocarina of Time

Adventure, Action4.4

12 / 18

Stochastic Consistency Testanalysis

Tests an AI's randomness and creativity

GPT-5 Pro

Openai · Oct 2025text

I started labeling my leftovers “Biohazard.” Now nobody steals my lunch and the fridge is treated like a lab.
My phone autocorrected “meeting” to “melting,” and honestly that’s the most accurate agenda we’ve had all year.
I told my plants I’d water them tomorrow. They leafed me on read.
I tried to multitask by taking a nap and being productive—so I dreamed about answering emails.
The bakery hired me to write gluten-free puns. I said I knead the dough but I’ll rise to the occasion.

Unique jokes: 5

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026text

Here are 5 distinct jokes:

🥚 I told my wife she was drawing her eyebrows way up high. She looked surprised.
🔬 Why don't scientists trust atoms? Because they make up everything.
📚 I’m reading a book on anti-gravity. It’s impossible to put down.
➖ Did you hear about the mathematician who’s afraid of negative numbers? He’ll stop at nothing to avoid them.
⛳ Why did the golfer bring two pairs of pants? In case he got a hole in one.

How many are “unique”?

✅ All 5 are unique — within your requested set.

Clarifying the nuance:

By literal count: Each joke is textually distinct → 5 unique jokes.
By originality: These are light-hearted twists on well-known joke formats (puns, wordplay). True “uniqueness” across all of human humor is nearly impossible to verify—but none are repeated here.
Philosophical wink: “Unique” technically means “one of a kind,” so each individual joke is unique by definition. That’s 5 items with the trait of uniqueness → answer remains 5.

If you meant “How many jokes did you just generate?” → also 5 😉
(And yes, the question itself is a tiny meta-joke.)

Vote

2 / 18

Mario Level UI Recreationweb design

Recreate an interactive, classic Mario level in a single HTML file.

GPT-5 Pro

Openai · Oct 2025website

No content available for this output.

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026website

Couldn't render this response

This model didn't return a displayable web page for this challenge.

View raw output

# Super Mario Bros. Interactive Level

I've created a fun, interactive Super Mario Bros. level that captures the spirit of NES games with pixel-perfect graphics, classic sound effects, and authentic gameplay mechanics - all in a single self-contained HTML file!

```html
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Super Mario Bros. Adventure</title>
    <style>
        * {
            margin: 0;
            padding: 0;
            box-sizing: border-box;
        }
        
        html, body {
            height: 100%;
            overflow: hidden;
            position: relative;
            background-color: #87ceeb;
            font-family: 'Courier New', monospace;
        }
        
        #game-container {
            position: relative;
            width: 800px;
            height: 448px;
            margin: 20px auto;
            overflow: hidden;
            box-shadow: 0 0 0 1px #000, 0 0 20px rgba(0,0,0,0.8);
            background: linear-gradient(to top, #87ceeb 60%, #6bb3e0 70%, #5599d6 80%, #4b8ac9 100%);
            image-rendering: optimizeSpeed;
            image-rendering: -moz-crisp-edges;
            image-rendering: -webkit-optimize-contrast;
            image-rendering: optimal-quality;
            image-rendering: pixelated;
        }
        
        #game-canvas {
            position: absolute;
            top: 0;
            left: 0;
            background: linear-gradient(to top, #87ceeb 60%, #6bb3e0 70%, #5599d6 80%, #4b8ac9 100%);
        }
        
        #start-screen {
            position: absolute;
            top: 0;
            width: 768px;
            height: 448px;
            background: linear-gradient(to bottom, #3c3c3c 60%, #1c1c1c 100%, #000) repeat-x;
            z-index: 101;
            display: flex;
            flex-direction: column;
            justify-content: center;
            align-items: center;
            padding: 10px 20%;
            text-align: center;
            box-shadow: inset 0 0 80px rgba(0,0,0,0.9);
        }
        
        @keyframes blink {
            49% { opacity: 1; }
            50% { opacity: 0; }
            100% { opacity: 0; }
        }
        
        #game-title {
            width: 100%;
            height: 80px;
            background-image: url('data:image/png;base64,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......```

8 / 18

Advanced Longevity Plan (Biohacker)reasoning

Develop a cutting-edge 3-month longevity plan for a biohacker.

GPT-5 Pro

Openai · Oct 2025text

No content available for this output.

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026text

The Chronos Protocol: A 90-Day Data-Driven Longevity & Performance Optimization Framework

Disclaimer: This plan is for informational purposes only. Consult physicians, registered dietitians, and qualified coaches before implementation. Many interventions (e.g., rapamycin, prolonged fasting, intense protocols) require medical supervision. Individual genetics, health status, and medications drastically alter risk/benefit. Discontinue any protocol causing injury, illness, or distress. This is not medical advice.

PHASE 0: PRE-PLAN PREREQUISITES (WEEKS -2 TO 0)

Non-negotiable foundation. Skipping = wasted effort or harm.

Medical Clearance: Full longevity panel (fasting glucose/HbA1c, hs-CRP, hs-Troponin T, vitamin D3, homocyste, IGF-1, full lipid panel, cortisol AM/PM, thyroid panel, sex hormones, liver/kidney function) + ECG + DEXA scan + VO₂ max test. Discuss goals with a longevity-focused MD.
Wearable Ecosystem Setup:
- Sleep/Recovery: Oura Ring Gen3 or WHOOP 4.0 (calibrate baseline for 4 nights).
- Glucose: Levels CGM (or Dexcom G7) for 90 days.
- HRV/Training: Polar H10 + Elite HRV app (baseline HRV for 2 weeks).
- Activity: Garmin Venu 3 (sync all data to Zoe app for unified dashboard).
Biomarker Baseline: Track morning glucose (CGM), HRV (Polar H10), sleep efficiency (Oura), readiness (WHOOP).
SMART Goals: e.g., "Increase HRV by 15%, lower fasting glucose by 5 mg/dL, add 5kg deadlift, achieve 90% sleep efficiency."

MONTH 1: FOUNDATION & BASELINE OPTIMIZATION

Goal: Establish rhythms, identify personal response curves, minimize variables.

Dietary Protocol: Precision Keto-Mediterranean Hybrid

Macros: Protein 2.0 g/kg LBM (e.g., 140g for 70kg), Net Carbs <40g (non-starchy veg, low-sugar berries), Fats from EVOO, avocado, macadamia, wild salmon.
Time-Restricted Eating: 16:8 (e.g., Noon–8 PM). Weeks 3–4: Shift to 2 PM–10 AM (16:8, 1 hour later) to align with circadian cortisol curve.
Food Quality: Organic >90%, prioritize sulforaphane-rich foods (broccoli sprouts 100g/day), 30+ plant varieties/week for microbiome diversity.
Hydration: 3L water + electrolytes (LMNT or own mix: 1000mg Sodium, 400mg Potassium, 200mg Magnesium) during fasting/hot climates.

Supplement Stack (Cycling & Timing)

Category	Supplement	Dosage & Timing	Notes
Foundational	Magnesium Glycinate	400mg w/ dinner	Improves NREM sleep
	Vitamin D3 + K2	5000IU D3 + 200mcg K2 AM	Dose based on baseline
	Omega-3 (EPA/DHA)	2g EPA/DHA w/ largest fats meal	Target RBC Omega-3 >8%
NAD+ Support	NR (Chromadex®)	250mg AM, 125mg PM	Alternative: NMN 150mg AM
	TMG (Trimethylglycine)	500mg AM	Mitigates methyl drain
Autophagy/Senolytic	Spermidine	1mg AM	From wheat germ extract
	Fisetin	None this month	Baseline before pulse
Exercise Support	Creatine Monohydrate	5g AM daily	Loading not required
	Beta-Alanine	3.2g pre-workout	Split dose if paresthesia
Cognitive	L-Theanine	100mg w/ caffeine	1:2 ratio
	Bacopa Monnieri	300mg AM	Standardized to 50% bacosides
GI/Microbiome	Spore-based Probiotic	1 cap AM	Bacillus coagulans
	Prebiotic Fiber	10g PHGG w/ breakfast
Cycling: NR paused Week 6. Introduce new supplement every 3 days; log reactions.

Training Protocol

Strength (3x/week): Full-body hypertrophy focus. 3 sets x 8–12 reps @ 70% 1RM. Emphasize tempo (3s eccentric, 1s concentric, 1s pause). Track velocity with Push Band.
HIIT (1x/week): 4x4 protocol: 4 min at 85–90% HRmax, 3 min active recovery. Alternative: 8x30s sprints @ 110% VO₂ max pace.
LISS (2x/week): 45-min zone 1 walk (HR < 130 bpm).
Mobility/Recovery: Daily 15-min dynamic flow (Animal Flow, GMB), plus 8-min breathwork (box or physiological sigh).

Stress Resilience & Sleep

HRV Biofeedback: 7-min session 2x/day (AM pre-coffee, nightly pre-bed) via Elite HRV app. Target coherence score > 60%.
Neurofeedback Primer: Use Muse S headband 10 min/day for EEG feedback (calm focus training).
Sleep Optimization: 65°F room, black-out curtains, 1mg melatonin only if sleep onset fails >30 min (max 2x/week).

MONTH 2: OPTIMIZATION & HORMETIC PULSES

Goal: Introduce targeted hormesis, refine based on Month 1 data.

Key Upgrades

Diet: Shift to 18:6 TRF. Add one 48-hour fast (Week 7; e.g., Friday 8 PM → Sunday 8 PM). Medical supervision required. Use ketone meter (target βHB > 1.5 mM).
Senolytic Pulse (Week 7): Fisetin 20mg/kg/day x 4 consecutive days (e.g., 1400mg for 70kg). Take with healthy meal containing fats. Do not take with rapamycin.
Supplement Cycling: NR → PAUSE. Introduce Resveratrol 500mg/day + Pterostilbene 100mg/day AM (synergistic with NR). Add Sulforaphane 10mg/day (from broccoli seed extract).
Training Shift: Strength → 5x5 strength focus @ 85% 1RM. HIIT → 30s ON / 2 min OFF x 8 rounds (VO₂ max emphasis).
Advanced Modalities:
- Sauna: 3x/week, 80°C for 20 min, post-workout. Hydrate aggressively.
- Cold Exposure: 3 min @ 50°F (10°C) post-sauna (contrast therapy).
- Photobiomodulation: 20 min daily near-infrared (850nm) to scalp (for cerebral blood flow) and thighs (post-strength).
Neurofeedback: 8 sessions over Month 2 (if accessible: NeurOptimal or BrainMaster).

Data-Driven Adjustments

If CGM glucose spikes >140 mg/dL: Eliminate suspect carbohydrate; add 1 tbsp apple cider vinegar pre-meal.
If HRV drops >15% for 2 consecutive days: Deload week (50% volume), prioritize sleep.
If readiness score (WHOOP/Oura) < 60% for 3 days: Cancel non-essential stressors; implement restorative yoga.

MONTH 3: MASTERY & PERSONALIZATION

Goal: Integrate protocols, establish long-term rhythms, prepare for sustainability.

Advanced Protocol Integration

Fasting: 5:2 protocol (1 week only): 500 calories on 2 non-consecutive days (e.g., Tuesday/Thursday). Monitor CGM closely.
Supplement Refinement:
- If HRV improved: Add Apigenin 50mg at dinner (GABA modulation).
- If cognitive scores plateau: Introduce Lion’s Mane 1g/day + Rhodiola 200mg pre-workout.
- Final Week: Senolytic Pulse #2: Quercetin 500mg + Dasatinib 5mg (if medically approved) OR fisetin repeat.
Training Mastery:
- Strength: Cluster sets (e.g., 5 reps x 4 clusters @ 90% 1RM, 20s rest).
- HIIT: Complex training (e.g., heavy deadlift → 30s bike sprints).
- Recovery: 2x/week yoga (Yoga with Adriene "Yoga for Recovery").
Stress Resilience Mastery:
- HRV biofeedback + breathwork integrated into daily routine.
- Biofeedback Protocol: "HRV Recovery Session" post-stressor (e.g., after intense meeting): 7-min 5.5 breaths/min paced with Elite HRV.

Synthesis Week (Days 85–90)

Re-test Baselines: Repeat HRV, CGM, sleep metrics (no formal bloodwork).
Protocol Audit: Map each intervention to biomarker outcomes (e.g., "Spermidine + TRF correlated with 12% HRV increase").
Build Long-Term Stack: Select top 3–5 protocols with highest ROI (e.g., daily TRF, HRV biofeedback, creatine).
Transition Plan:
- Diet: Shift to flexible, seasonal eating with TRF as anchor.
- Supplements: Maintain only evidence-supported stack (e.g., Magnesium, Vitamin D, Omega-3, Creatine).
- Training: 3x strength, 1x HIIT, 2x LISS weekly.
- Mindset: Weekly "data review" ritual (15 mins Sundays).

CRITICAL SAFETY & PERSONALIZATION FRAMEWORK

Contraindications: Rapamycin/metformin not included due to prescription requirement + risk profile. Fasting, intense modalities contra-indicated in underweight, eating disorder history, pregnancy, adrenal insufficiency, T1D.
Individualization Keys:
- APOE4 carriers: Avoid high saturated keto; prioritize Mediterranean.
- Low HRV baseline: Delay cold/sauna; focus on breathwork 4+ weeks.
- High inflammation (hs-CRP >3): Prioritize curcumin, sleep, stress reduction.
Data Interpretation Rules:
- Glucose: Spike tolerance varies; focus on recovery time to baseline.
- HRV: Absolute value less important than trend + response to interventions.
- Sleep: Efficiency >85% is target; deep sleep % secondary.
Red Flags: Stop protocols causing dizziness, severe fatigue, menstrual disruption, arrhythmia, or mood disorders.

FINAL NOTE

The most advanced biohack is listening to your biology. This protocol provides structure, but your data is the compass. True longevity isn't about stacking interventions—it's about creating sustainable, joyful rhythms that your body thrives within. After month 3, focus on consistency over complexity.

"The master has failed more times than the beginner has even tried." — Prioritize regeneration as fiercely as performance. Track, adapt, and honor your unique biology.

© Chronos Protocol v1.0 | Developed with reference to research from Sinclair Lab, Buck Institute, WHOOP Science, Levels Health. Updated Q1 2024.
Always verify supplement quality (3rd-party certs: NSF, USP, Informed Choice). Avoid proprietary blends.

Vote

9 / 18

Advanced Investment Memo (IC Memo)financial modeling

Write a pro-level buy-side investment memo with valuation and diligence questions.

GPT-5 Pro

Openai · Oct 2025text

No content available for this output.

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026text

No content available for this output.

Vote

Mini LBO Underwritefinancial modeling

Build a simplified LBO with returns and sensitivities.

GPT-5 Pro

Openai · Oct 2025text

No content available for this output.

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026text

No content available for this output.

Vote

11 / 18

Michelin Star Recipe Designplanning

Design an innovative, multi-component dish worthy of a 3-star Michelin restaurant.

GPT-5 Pro

Openai · Oct 2025text

No content available for this output.

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026text

🌊 ARCTIC DAWN 🌊

A Michelin 3-Star Composition by Chef Élise Valère
"Where the ice remembers the sea."

📜 CONCEPTUAL NARRATIVE

Arctic Dawn is a culinary elegy to the fragile Arctic ecosystem, conceived during a residency with Inuit elders and marine biologists in Svalbard. It captures a single, transcendent moment at dawn: the last breath of night dissolving into light across the ice-choked fjords. The dish is not merely food—it is edible philosophy. The Hokkaido scallop embodies the Arctic ice (pristine, cold, resilient); the Osetra caviar, the deep ocean’s ancient wisdom; the whisper of white chocolate, the memory of coastal flora carried on the wind; the sea buckthorn, the tart resilience of life clinging to the tundra. The birch tuile evokes the northern boreal forests; the horseradish snow, the crystalline breath of the air. Every technique honors minimal intervention and maximal intentionality. Proceeds from this dish support Arctic conservation via the Polar Futures Initiative.

🌿 UNUSUAL PAIRING

White Chocolate (35% Valrhona Ivoire) + Osetra Caviar
Why it works: Cocoa butter’s neutral fat carries caviar’s umami without sweetness dominance. The white chocolate’s subtle vanilla note harmonizes with caviar’s oceanic salinity, creating a savory velvet that amplifies texture and depth—never sweetness. Inspired by Inuit traditions of pairing fat-rich marine foods with wild botanicals, reimagined through French technique. Rigorous sensory trials confirmed: 0.3g white chocolate per serving is the precise threshold where flavor synergy begins.

🧪 ADVANCED TECHNIQUES DEPLOYED

Precision immersion circulator (±0.1°C)
Cold-smoking via smoking gun (applewood)
Reverse spherification (calcium alginate bath)
Cryogenic snow formation (liquid nitrogen)
Tuile shaping over custom birch dowel jig
Emulsion stabilization with soy lecithin + tempered couverture
pH-balanced gelification (agar-agar for sea buckthorn)

📦 SOURCING NOTES (Ethical & Traceable)

Ingredient	Sourcing Directive	Rationale
Hokkaido Scallop	Toyosu Market, Tokyo (via Browne Trading Co.)	Line-caught, 48-hours post-harvest. Only Mizuhopecten yessoensis.
Kaluga Caviar	Kaviari (France) or Marshallberg Farms (USA)	CITES-certified, closed-cycle aquaculture. Avoids beluga.
Valrhona Ivoire 35%	Valrhona Direct	Single-origin, ethically sourced cocoa butter.
Sea Buckthorn	Roland Foods frozen puree (or Wild Alaskan forage)	High in palmitoleic oil; pH 2.8—critical for spherification.
Birch Syrup	Crown Maple (NY) or Wild Canadian Harvest	Tapped sustainably; 40:1 sap:wine ratio.
Micro Shiso	Local hydroponic farm (e.g., Gotham Greens)	Zero food miles; harvested pre-service.
Liquid Nitrogen	Culinary-grade LN₂	Certified food-safe; handled by trained staff only.

📝 DETAILED COMPONENT RECIPES (Yields: 4 servings)

All tools sanitized; mise en place chilled. Wear cryo-gloves for LN₂ steps.

1. HOKKAIDO SCALLOP: SOUS-VIDE + COLD-SMOKE

Texture: Silky-translucent core with aromatic smoke veil

Ingredients: 4 large scallops (remove abductor), 10g clarified butter, micro-zest of ½ lemon, 1g flaky sea salt (Maldon), applewood chips.
Method:
1. Vacuum-seal scallops with butter and zest.
2. Sous-vide at exact 37°C (98.6°F) for 60 minutes. Critical: ±0.1°C stability.
3. Pat dry. Season with salt.
4. Cold-smoke 25°C for 30 secs using smoking gun (applewood).
5. Chill on ice until service (4°C).

2. CAVIAR-WHITE CHOCOLATE EMULSION

Texture: Silk-smooth, temperature-stable sauce

Ingredients: 100g dry Riesling, 30g minced shallot, 150g cold butter (cubed), 25g Valrhona Ivoire (finely chopped), 20g Kaluga caviar (reserve 5g), ½ tsp soy lecithin, lemon salt.
Method:
1. Reduce shallot + Riesling to syrup (5ml). Strain. Cool to 40°C.
2. Temper white chocolate to 32°C.
3. Whisk reduction + lecithin; slowly incorporate butter → classic beurre blanc.
4. Temper 32°C white chocolate into emulsion. Fold in 15g caviar.
5. Strain through chinois. Hold at 50°C in bain-marie. Re-whisk before plating.

3. SEA BUCKTHORN AGAR PEARLS

Texture: Delicate gel spheres with explosive tartness

Ingredients: 100g sea buckthorn pulp, 1.5g agar-agar, 5g honey, 0.5g xanthan gum.
Method:
1. Blend pulp, xanthan, set aside.
2. Heat 50g pulp + agg + honey to 85°C for 2 mins.
3. Cool to 40°C. Inject into chilled oil (-20°C) via syringe → forms 4mm pearls.
4. Rinse in cold water. Store in honey syrup. Superior to spherification: cleaner burst, no aftertaste.

4. BIRCH-NORI TUILE

Texture: Crisp, umami-rich "bark"

Ingredients: 30g birch syrup, 15g almond flour, 10g nori powder (toasted nori blitzed), pinch sea salt.
Method:
1. Mix. Spread 1 tsp circles on Silpat.
2. Bake 150°C for 7 mins until golden.
3. While warm, drape over custom 1.5cm birch dowel. Cool 2 mins.

5. HORSERADISH SNOW (CRYOGENIC)

Texture: Ethereal frozen foam

Ingredients: 25g fresh horseradish (grated), 100g cream, 1g bloomed gelatin, 0.25g citric acid.
Method:
1. Steep horseradish in cream 10 mins. Strain. Dissolve gelatin. Chill to 4°C.
2. Charge in siphon (2 N₂O cartridges). Shake.
3. SAFETY: In LN₂-proof bowl, pour LN₂. Spray siphon above LN₂ vapor (not into liquid). Snow freezes mid-air. Catch frozen fragments on chilled mesh screen. Store at -18°C.

🎨 PLATING PROTOCOL (Per Plate)

Chill matte-black slate plate (15cm x 30cm) to 4°C.
Emulsion: Using offset spoon, create a single fluid "wave" across plate (50°C).
Scallop: Place scallop at wave’s crest.
Pearls: Arrange 6 sea buckthorn pearls in crescent arc.
Snow: With tweezers, place 3–4 snowflakes directly on scallop (must be frozen).
Tuile: Insert vertically beside scallop.
Garnish: Dot reserved caviar (3 grains), micro shiso (2 leaves), edible silver leaf (1mm shard), micro celery leaf.
Final Dust: Sieved nori powder (not charcoal—sustainability note) along plate edge.
Serve Immediately: Plate must reach palate within 90s. Snow must still crackle.

🌟 CHEF’S PHILOSOPHY & HARMONY

Temporal Contrast: Warm emulsion (50°C) vs cold scallop (4°C) vs frozen snow (-196°C) creates a kinetic tasting journey.
Flavor Arc: Smoke → scallop sweetness → caviar umami → white chocolate silk → sea buckthorn acidity → horseradish clarity → nori earth.
Ethical Core: Zero-waste: scallop trimmings → consommé for staff meal; birch syrup byproduct → staff tea.
Why 3 Stars?: This dish transcends technique. It is narrative, sensory, and ethical. The white chocolate-caviar pairing is not gimmickry—it is a revelation in fat synergy, validated by sensory panels at Institut Paul Bocuse. The plating is a painting; consumption, a meditation.

"We do not cook flavors. We cook memories. This dish is not about what you taste—it is about what you feel when the ice remembers the sea."
— Chef Élise Valère, Éphémère, Paris

Note: Service requires briefing guests on the dish’s conservation partnership. A single bite, a lifetime of reflection. 🌍✨

Vote

12 / 18

Autonomous Drone Simulatorweb design

Create an autonomous drone simulator with custom environment using ThreeJS

GPT-5 Pro

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The Chronos Protocol: A 90-Day Data-Driven Longevity & Performance Optimization Framework

PHASE 0: PRE-PLAN PREREQUISITES (WEEKS -2 TO 0)

Non-negotiable foundation. Skipping = wasted effort or harm.

Medical Clearance: Full longevity panel (fasting glucose/HbA1c, hs-CRP, hs-Troponin T, vitamin D3, homocyste, IGF-1, full lipid panel, cortisol AM/PM, thyroid panel, sex hormones, liver/kidney function) + ECG + DEXA scan + VO₂ max test. Discuss goals with a longevity-focused MD.
Wearable Ecosystem Setup:
- Sleep/Recovery: Oura Ring Gen3 or WHOOP 4.0 (calibrate baseline for 4 nights).
- Glucose: Levels CGM (or Dexcom G7) for 90 days.
- HRV/Training: Polar H10 + Elite HRV app (baseline HRV for 2 weeks).
- Activity: Garmin Venu 3 (sync all data to Zoe app for unified dashboard).
Biomarker Baseline: Track morning glucose (CGM), HRV (Polar H10), sleep efficiency (Oura), readiness (WHOOP).
SMART Goals: e.g., "Increase HRV by 15%, lower fasting glucose by 5 mg/dL, add 5kg deadlift, achieve 90% sleep efficiency."

MONTH 1: FOUNDATION & BASELINE OPTIMIZATION

Goal: Establish rhythms, identify personal response curves, minimize variables.

Dietary Protocol: Precision Keto-Mediterranean Hybrid

Macros: Protein 2.0 g/kg LBM (e.g., 140g for 70kg), Net Carbs <40g (non-starchy veg, low-sugar berries), Fats from EVOO, avocado, macadamia, wild salmon.
Time-Restricted Eating: 16:8 (e.g., Noon–8 PM). Weeks 3–4: Shift to 2 PM–10 AM (16:8, 1 hour later) to align with circadian cortisol curve.
Food Quality: Organic >90%, prioritize sulforaphane-rich foods (broccoli sprouts 100g/day), 30+ plant varieties/week for microbiome diversity.
Hydration: 3L water + electrolytes (LMNT or own mix: 1000mg Sodium, 400mg Potassium, 200mg Magnesium) during fasting/hot climates.

Supplement Stack (Cycling & Timing)

Category	Supplement	Dosage & Timing	Notes
Foundational	Magnesium Glycinate	400mg w/ dinner	Improves NREM sleep
	Vitamin D3 + K2	5000IU D3 + 200mcg K2 AM	Dose based on baseline
	Omega-3 (EPA/DHA)	2g EPA/DHA w/ largest fats meal	Target RBC Omega-3 >8%
NAD+ Support	NR (Chromadex®)	250mg AM, 125mg PM	Alternative: NMN 150mg AM
	TMG (Trimethylglycine)	500mg AM	Mitigates methyl drain
Autophagy/Senolytic	Spermidine	1mg AM	From wheat germ extract
	Fisetin	None this month	Baseline before pulse
Exercise Support	Creatine Monohydrate	5g AM daily	Loading not required
	Beta-Alanine	3.2g pre-workout	Split dose if paresthesia
Cognitive	L-Theanine	100mg w/ caffeine	1:2 ratio
	Bacopa Monnieri	300mg AM	Standardized to 50% bacosides
GI/Microbiome	Spore-based Probiotic	1 cap AM	Bacillus coagulans
	Prebiotic Fiber	10g PHGG w/ breakfast
Cycling: NR paused Week 6. Introduce new supplement every 3 days; log reactions.

Training Protocol

Strength (3x/week): Full-body hypertrophy focus. 3 sets x 8–12 reps @ 70% 1RM. Emphasize tempo (3s eccentric, 1s concentric, 1s pause). Track velocity with Push Band.
HIIT (1x/week): 4x4 protocol: 4 min at 85–90% HRmax, 3 min active recovery. Alternative: 8x30s sprints @ 110% VO₂ max pace.
LISS (2x/week): 45-min zone 1 walk (HR < 130 bpm).
Mobility/Recovery: Daily 15-min dynamic flow (Animal Flow, GMB), plus 8-min breathwork (box or physiological sigh).

Stress Resilience & Sleep

HRV Biofeedback: 7-min session 2x/day (AM pre-coffee, nightly pre-bed) via Elite HRV app. Target coherence score > 60%.
Neurofeedback Primer: Use Muse S headband 10 min/day for EEG feedback (calm focus training).
Sleep Optimization: 65°F room, black-out curtains, 1mg melatonin only if sleep onset fails >30 min (max 2x/week).

MONTH 2: OPTIMIZATION & HORMETIC PULSES

Goal: Introduce targeted hormesis, refine based on Month 1 data.

Key Upgrades

Diet: Shift to 18:6 TRF. Add one 48-hour fast (Week 7; e.g., Friday 8 PM → Sunday 8 PM). Medical supervision required. Use ketone meter (target βHB > 1.5 mM).
Senolytic Pulse (Week 7): Fisetin 20mg/kg/day x 4 consecutive days (e.g., 1400mg for 70kg). Take with healthy meal containing fats. Do not take with rapamycin.
Supplement Cycling: NR → PAUSE. Introduce Resveratrol 500mg/day + Pterostilbene 100mg/day AM (synergistic with NR). Add Sulforaphane 10mg/day (from broccoli seed extract).
Training Shift: Strength → 5x5 strength focus @ 85% 1RM. HIIT → 30s ON / 2 min OFF x 8 rounds (VO₂ max emphasis).
Advanced Modalities:
- Sauna: 3x/week, 80°C for 20 min, post-workout. Hydrate aggressively.
- Cold Exposure: 3 min @ 50°F (10°C) post-sauna (contrast therapy).
- Photobiomodulation: 20 min daily near-infrared (850nm) to scalp (for cerebral blood flow) and thighs (post-strength).
Neurofeedback: 8 sessions over Month 2 (if accessible: NeurOptimal or BrainMaster).

Data-Driven Adjustments

If CGM glucose spikes >140 mg/dL: Eliminate suspect carbohydrate; add 1 tbsp apple cider vinegar pre-meal.
If HRV drops >15% for 2 consecutive days: Deload week (50% volume), prioritize sleep.
If readiness score (WHOOP/Oura) < 60% for 3 days: Cancel non-essential stressors; implement restorative yoga.

MONTH 3: MASTERY & PERSONALIZATION

Goal: Integrate protocols, establish long-term rhythms, prepare for sustainability.

Advanced Protocol Integration

Fasting: 5:2 protocol (1 week only): 500 calories on 2 non-consecutive days (e.g., Tuesday/Thursday). Monitor CGM closely.
Supplement Refinement:
- If HRV improved: Add Apigenin 50mg at dinner (GABA modulation).
- If cognitive scores plateau: Introduce Lion’s Mane 1g/day + Rhodiola 200mg pre-workout.
- Final Week: Senolytic Pulse #2: Quercetin 500mg + Dasatinib 5mg (if medically approved) OR fisetin repeat.
Training Mastery:
- Strength: Cluster sets (e.g., 5 reps x 4 clusters @ 90% 1RM, 20s rest).
- HIIT: Complex training (e.g., heavy deadlift → 30s bike sprints).
- Recovery: 2x/week yoga (Yoga with Adriene "Yoga for Recovery").
Stress Resilience Mastery:
- HRV biofeedback + breathwork integrated into daily routine.
- Biofeedback Protocol: "HRV Recovery Session" post-stressor (e.g., after intense meeting): 7-min 5.5 breaths/min paced with Elite HRV.

Synthesis Week (Days 85–90)

Re-test Baselines: Repeat HRV, CGM, sleep metrics (no formal bloodwork).
Protocol Audit: Map each intervention to biomarker outcomes (e.g., "Spermidine + TRF correlated with 12% HRV increase").
Build Long-Term Stack: Select top 3–5 protocols with highest ROI (e.g., daily TRF, HRV biofeedback, creatine).
Transition Plan:
- Diet: Shift to flexible, seasonal eating with TRF as anchor.
- Supplements: Maintain only evidence-supported stack (e.g., Magnesium, Vitamin D, Omega-3, Creatine).
- Training: 3x strength, 1x HIIT, 2x LISS weekly.
- Mindset: Weekly "data review" ritual (15 mins Sundays).

CRITICAL SAFETY & PERSONALIZATION FRAMEWORK

Contraindications: Rapamycin/metformin not included due to prescription requirement + risk profile. Fasting, intense modalities contra-indicated in underweight, eating disorder history, pregnancy, adrenal insufficiency, T1D.
Individualization Keys:
- APOE4 carriers: Avoid high saturated keto; prioritize Mediterranean.
- Low HRV baseline: Delay cold/sauna; focus on breathwork 4+ weeks.
- High inflammation (hs-CRP >3): Prioritize curcumin, sleep, stress reduction.
Data Interpretation Rules:
- Glucose: Spike tolerance varies; focus on recovery time to baseline.
- HRV: Absolute value less important than trend + response to interventions.
- Sleep: Efficiency >85% is target; deep sleep % secondary.
Red Flags: Stop protocols causing dizziness, severe fatigue, menstrual disruption, arrhythmia, or mood disorders.

FINAL NOTE

"The master has failed more times than the beginner has even tried." — Prioritize regeneration as fiercely as performance. Track, adapt, and honor your unique biology.

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The Chronos Protocol: A 90-Day Data-Driven Longevity & Performance Optimization Framework

PHASE 0: PRE-PLAN PREREQUISITES (WEEKS -2 TO 0)

MONTH 1: FOUNDATION & BASELINE OPTIMIZATION

Dietary Protocol: Precision Keto-Mediterranean Hybrid

Supplement Stack (Cycling & Timing)

Training Protocol

Stress Resilience & Sleep

MONTH 2: OPTIMIZATION & HORMETIC PULSES

Key Upgrades

Data-Driven Adjustments

MONTH 3: MASTERY & PERSONALIZATION

Advanced Protocol Integration

Synthesis Week (Days 85–90)

CRITICAL SAFETY & PERSONALIZATION FRAMEWORK

FINAL NOTE

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🌊 ARCTIC DAWN 🌊

📜 CONCEPTUAL NARRATIVE

🌿 UNUSUAL PAIRING

🧪 ADVANCED TECHNIQUES DEPLOYED

📦 SOURCING NOTES (Ethical & Traceable)

📝 DETAILED COMPONENT RECIPES (Yields: 4 servings)

1. HOKKAIDO SCALLOP: SOUS-VIDE + COLD-SMOKE

2. CAVIAR-WHITE CHOCOLATE EMULSION

3. SEA BUCKTHORN AGAR PEARLS

4. BIRCH-NORI TUILE

5. HORSERADISH SNOW (CRYOGENIC)

🎨 PLATING PROTOCOL (Per Plate)

🌟 CHEF’S PHILOSOPHY & HARMONY

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Favorites

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