Mistral Large vs Mistral Large 2
Compare Mistral Large and Mistral Large 2, both from Mistral AI, context windows of 32K vs 128K, tested across 13 shared challenges. Updated February 2026.
Compare Mistral Large and Mistral Large 2, both from Mistral AI, context windows of 32K vs 128K, tested across 13 shared challenges. Updated February 2026.
13 challenges
Recreate an interactive, classic Mario level in a single HTML file.
Tests an AI's ability to create interactive web elements
Generate a unique and simple recipe with common ingredients.
Dish Name: "Sunshine Skillet Surprise" A bright, savory-sweet one-pan wonder with pantry staples!
Ingredients (7 common pantry items):
Optional but recommended (if you have them):
Prep Time: 5 minutes Cook Time: 20 minutes Total Time: 25 minutes
Sauté the Aromatics:
Toast the Rice:
Simmer the Base:
Fluff & Serve:
Serving Ideas:
Pantry Swaps:
Here’s a simple, delicious, and creative savory dish using just 7 common pantry ingredients—no fresh produce required!
A warm, spiced, and satisfying one-pan dish with crispy chickpeas, tangy tomatoes, and a hint of smoky sweetness. Perfect as a side, snack, or light meal!
(Optional garnish: dried parsley or red pepper flakes if you have them!)
Crisp the chickpeas:
Simmer the tomatoes:
Combine & serve:
Serve warm!
Variations (if you have extras):
Create a starter plan for improving long-term health.
Develop a cutting-edge 3-month longevity plan for a biohacker.
Optimized for Cellular Rejuvenation, Cognitive Enhancement, Physical Resilience, and Stress Adaptation
This 3-month protocol integrates cutting-edge biohacking strategies across nutrition, supplementation, exercise, recovery, cognitive enhancement, and stress resilience—all backed by peer-reviewed research, wearable tracking, and personalized adjustments.
The plan is structured in 3 phases (each 4 weeks), with progressive intensification in metabolic flexibility, mitochondrial efficiency, autophagy, and neuroplasticity.
Goal: Induce ketosis, enhance autophagy, stabilize blood glucose, and prime mitochondrial function while reducing inflammation.
| Supplement | Dosage | Timing | Purpose |
|---|---|---|---|
| NMN (Nicotinamide Mononucleotide) | 500mg | Morning | NAD+ booster, sirtuin activation |
| Resveratrol (Trans-Resveratrol) | 500mg | Morning | SIRT1 activator, antioxidant |
| Berberine | 500mg (3x/day) | Before meals | AMPK activator, glucose control |
| Magnesium L-Threonate | 2g | Evening | Cognitive function, synaptic plasticity |
| Omega-3 (EPA/DHA) | 2g (2:1 EPA:DHA) | With meals | Anti-inflammatory, brain health |
| Curcumin (Meriva or Longvida) | 1g | With meals | NF-κB inhibition, anti-inflammatory |
| Fisetin | 500mg | 2x/week | Senolytic (clears senescent cells) |
| Quercetin + Dasatinib | 500mg Quercetin + 50mg Dasatinib | 1x/week (Day 7) | Senolytic combo (consult physician) |
| Collagen Peptides | 10g | Morning | Skin, joint, gut integrity |
| Vitamin D3 + K2 (MK-7) | 5,000 IU D3 + 200mcg K2 | Morning | Bone, immune, cardiovascular health |
| Zinc Picolinate | 30mg | Evening | Immune, testosterone, antioxidant |
| Apigenin | 50mg | Evening | BDNF booster, anti-anxiety |
Goal: Enhance mitochondrial biogenesis, insulin sensitivity, and muscle protein synthesis while avoiding excessive cortisol.
| Day | Workout | Details | Recovery |
|---|---|---|---|
| Mon | Strength (Lower Body) | 5x5 Back Squat (80% 1RM), 4x6 Romanian Deadlift, 3x8 Bulgarian Split Squat | 10min cold shower post-workout |
| Tue | Zone 2 Cardio + Mobility | 60min cycling/walking (180-age HR), 15min yoga | 5min sauna (60°C) |
| Wed | HIIT (Metabolic Conditioning) | 10x (20s sprint / 40s walk), 4x12 Kettlebell Swings | 10min cold plunge (10°C) |
| Thu | Strength (Upper Body) | 5x5 Bench Press, 4x6 Weighted Pull-Ups, 3x8 Overhead Press | 5min sauna + 5min cold shower |
| Fri | Active Recovery (Blood Flow) | 30min swimming, 20min dynamic stretching | 20min infrared sauna |
| Sat | Long Slow Distance (LSD) | 90min hike or cycling (Zone 2) | 10min cold plunge |
| Sun | Rest or Yoga/Nidra | 30min yoga + 20min non-sleep deep rest (NSDR) | - |
| Metric | Tool | Target |
|---|---|---|
| Glucose Variability | CGM (Freestyle Libre) | <10% CV, fasting <85 mg/dL |
| Ketones | Keto-Mojo | 0.5-3.0 mmol/L (nutritional ketosis) |
| HRV | Whoop / Elite HRV | >70 (morning) |
| Sleep Score | Oura Ring / Whoop | >85 (deep sleep >20%) |
| Body Composition | DEXA Scan / InBody | <15% body fat (men), <22% (women) |
| Inflammation | Blood Test (hs-CRP, IL-6) | hs-CRP <1.0 mg/L |
Goal: Maximize mitochondrial efficiency, neuroplasticity, and metabolic flexibility while introducing hypoxic training and advanced nootropics.
| Supplement | Dosage | Timing | Purpose |
|---|---|---|---|
| NR (Nicotinamide Riboside) | 300mg | Morning | NAD+ precursor (alternate with NMN) |
| PQQ (Pyrroloquinoline Quinone) | 20mg | Morning | Mitochondrial biogenesis |
| Alpha-GPC | 300mg | Pre-workout | Choline source, cognitive enhancement |
| Lion’s Mane Mushroom | 1g | Morning | NGF (nerve growth factor) |
| Bacopa Monnieri | 300mg | Evening | Memory, BDNF |
| Rhodiola Rosea | 200mg | Morning (non-workout days) | Adaptogen, dopamine support |
| C60 (Carbon 60) | 5mg in MCT oil | Morning | Antioxidant, longevity |
| Urolithin A | 500mg | Morning | Mitophagy enhancer (from pomegranate) |
| Taurine | 2g | Post-workout | Mitochondrial protection, osmoregulation |
Goal: Enhance VO₂ max, lactate threshold, and power output while stimulating EPO and angiogenesis.
| Day | Workout | Details | Recovery |
|---|---|---|---|
| Mon | Strength (Lower) + Hypoxia | 5x5 Squat (85% 1RM), 4x6 Deadlift, 3x8 Jump Squats (breath holds) | 10min cold plunge |
| Tue | Zone 5 VO₂ Max Intervals | 6x (3min @90% max HR / 3min walk) | 20min sauna + 5min cold shower |
| Wed | Upper Body Hypertrophy | 4x8 Incline Bench, 4x8 Weighted Dips, 3x12 Face Pulls | 10min red light therapy |
| Thu | Hypoxic Endurance | 45min cycling (15% O₂ via mask or altitude training) | 10min cold plunge |
| Fri | Power & Explosiveness | 5x3 Power Cleans, 4x5 Box Jumps, 3x8 Kettlebell Snatches | 5min sauna |
| Sat | Long Zone 2 + Mobility | 90min hike (Zone 2) + 20min yoga | 20min infrared sauna |
| Sun | Active Recovery | 30min swimming + 10min breathwork | - |
| Metric | Tool | Target |
|---|---|---|
| VO₂ Max | Garmin / Whoop | >50 ml/kg/min (men), >45 (women) |
| Lactate Threshold | Blood Lactate Meter | >85% max HR |
| Cognitive Performance | Cambridge Brain Sciences | Top 20% in working memory, attention |
| Telomere Length | TeloYears Test | Above age-matched average |
| NAD+ Levels | Blood Test (Quest) | >30 µmol/L |
Goal: Optimize metabolic flexibility, cognitive resilience, and cellular repair while stress-testing adaptations.
| Supplement | Dosage | Timing | Purpose |
|---|---|---|---|
| NMN + NR (Alternating) | 500mg NMN or 300mg NR | Morning | NAD+ optimization |
| Metformin (if insulin resistant) | 500mg | Evening | AMPK activation (consult physician) |
| Rapamycin (Sirolimus) (Experimental) | 5mg | 1x/week | mTOR inhibition (consult physician) |
| Hyaluronic Acid | 100mg | Morning | Skin, joint, gut lining |
| Astaxanthin | 12mg | With meals | Antioxidant, UV protection |
| L-Theanine + Caffeine | 200mg L-Theanine + 100mg Caffeine | Morning | Focus, dopamine modulation |
| 5-HTP | 100mg | Evening | Serotonin precursor (if needed) |
Goal: Maximize strength, power, and endurance while stress-testing metabolic flexibility.
| Day | Workout | Details | Recovery |
|---|---|---|---|
| Mon | Max Strength (Lower) | 3x3 Back Squat (90% 1RM), 3x3 Deadlift, 3x5 Front Squat | 10min cold plunge |
| Tue | VO₂ Max + Hypoxia | 8x (1min @95% max HR / 2min walk) + 10min breath holds | 20min sauna + 5min cold shower |
| Wed | Upper Body Power | 5x3 Bench Press (90% 1RM), 4x5 Weighted Pull-Ups, 3x6 Overhead Press | 10min red light therapy |
| Thu | Metabolic Conditioning | EMOM 15min: 5 Power Cleans + 10 Burpees | 10min cold plunge |
| Fri | Endurance + Strength Hybrid | 5x (400m run + 10 Deadlifts) | 20min infrared sauna |
| Sat | Long Zone 2 + Mobility | 120min hike (Zone 2) + 30min yoga | 10min cold plunge |
| Sun | Active Recovery | 30min swimming + 20min breathwork | - |
| Metric | Tool | Target |
|---|---|---|
| Body Composition | DEXA Scan | <12% body fat (men), <20% (women) |
| VO₂ Max | Lab Test | >55 ml/kg/min (men), >50 (women) |
| Grip Strength | Dynamometer | >60kg (men), >40kg (women) |
| Cognitive Function | Cambridge Brain Sciences | Top 10% in working memory, attention |
| Inflammation (hs-CRP) | Blood Test | <0.5 mg/L |
| Telomere Length | TeloYears | Above 75th percentile for age |
To sustain gains, follow this maintenance protocol:
✅ Consult a physician before starting (especially for rapamycin, metformin, or senolytics). ✅ Listen to your body – adjust intensity if HRV drops or sleep suffers. ✅ Track biomarkers every 4 weeks to optimize dosing. ✅ Prioritize sleep – aim for 7-9 hours nightly (deep sleep >20%). ✅ Cold exposure & sauna – 10min cold plunge post-workout, 20min sauna 3x/week.
This 3-month plan is the most advanced, science-backed longevity protocol available—designed to reverse biological age, enhance cognitive function, and optimize physical performance.
Are you ready to biohack your way to peak longevity? 🚀
Designed for a high-performance biohacker seeking to maximize lifespan, cognitive function, physical performance, and metabolic resilience.
This plan integrates cutting-edge longevity science, advanced supplementation, precision nutrition, personalized fitness, stress resilience training, and real-time biometric tracking to create a data-driven, adaptive protocol for peak biological optimization.
Goal: Establish baselines, optimize metabolic flexibility, and prime the body for deeper interventions.
1. Comprehensive Blood & Biomarker Panel (Before & After 3 Months)
2. Wearable & Continuous Tracking Setup
3. Cognitive & Physical Baseline Testing
Goal: Enhance metabolic flexibility, mitochondrial efficiency, and autophagy while avoiding nutrient deficiencies.
| Day | Protocol | Macros (Approx.) | Key Notes |
|---|---|---|---|
| Mon | Ketogenic (Keto) | 70% fat, 20% protein, 5% net carbs | High-fat, moderate protein, very low carb |
| Tue | Keto + Time-Restricted Eating (TRE) | 16:8 (eat 12-8 PM) | Autophagy activation |
| Wed | Targeted Keto (TKD) | 60% fat, 25% protein, 10% net carbs | Carbs around workout (30-50g dextrose) |
| Thu | Keto + 24h Fast | 0 calories (water, electrolytes, black coffee) | Deep autophagy, stem cell activation |
| Fri | Cyclical Keto (CKD) | 50% fat, 30% protein, 20% net carbs | Refeed to replenish glycogen |
| Sat | Keto + Protein Cycling | 65% fat, 30% protein, 5% net carbs | Lower protein to enhance ketosis |
| Sun | Flexible Keto (FKD) | 60% fat, 25% protein, 10% net carbs | Adjust based on CGM data |
Dosages are personalized—adjust based on bloodwork and wearable data.
| Supplement | Dosage | Timing | Purpose |
|---|---|---|---|
| NMN (Nicotinamide Mononucleotide) | 500-1000mg | AM | NAD+ booster, sirtuin activation |
| Trans-Resveratrol | 250-500mg | AM | SIRT1 activator, anti-inflammatory |
| Fisetin | 500mg | 2x/week (fasting day) | Senolytic (clears zombie cells) |
| Quercetin + Dasatinib (Senolytic Combo) | 500mg Quercetin + 50mg Dasatinib | 1x/month (fasting day) | Deep senolytic effect |
| Magnesium L-Threonate | 2000mg | PM | Cognitive function, synaptic plasticity |
| Omega-3 (EPA/DHA) | 2-3g (1:1 ratio) | With meals | Anti-inflammatory, brain health |
| Vitamin D3 + K2 (MK-7) | 5000-10,000 IU D3 + 200mcg K2 | AM | Bone, immune, cardiovascular health |
| Zinc + Copper | 30mg Zinc + 2mg Copper | PM | Immune, testosterone, redox balance |
| Berberine | 500mg | 3x/day (with meals) | Glucose control, AMPK activation |
| Metformin (if insulin resistant) | 500-1000mg | PM | Longevity, glucose regulation |
| Rapamycin (Sirolimus) (Optional) | 5-10mg | 1x/week (fasting day) | mTOR inhibition, autophagy |
| Collagen Peptides | 10-20g | AM/PM | Skin, joints, gut health |
| Creatine Monohydrate | 5g | Post-workout | Cognitive & physical performance |
| Lion’s Mane + Bacopa Monnieri | 1g + 300mg | AM | Neurogenesis, memory |
| Apigenin | 50mg | PM | Senolytic, anti-inflammatory |
Goal: Maximize muscle retention, mitochondrial density, and cardiovascular health while minimizing injury risk.
| Day | Workout Type | Details | Intensity |
|---|---|---|---|
| Mon | Strength (Upper Body) | 5x5 Heavy Compounds (Bench, OHP, Rows) + Accessories | 75-85% 1RM |
| Tue | HIIT + Sprints | 10x 30s sprint / 90s walk (or bike) | 90%+ max HR |
| Wed | Active Recovery | Yoga, mobility, walking (10K steps) | Low intensity |
| Thu | Strength (Lower Body) | 5x5 Heavy Squats, Deadlifts, Bulgarian Split Squats | 75-85% 1RM |
| Fri | VO2 Max Training | 4x4 min @ 90-95% max HR (2 min rest) | High intensity |
| Sat | Zone 2 Cardio | 60-90 min cycling/walking (60-70% max HR) | Low intensity |
| Sun | Rest or Mobility | Sauna, cold plunge, stretching | Recovery |
Goal: Enhance neuroplasticity, memory, focus, and resilience to neurodegeneration.
| Day | Intervention | Details |
|---|---|---|
| Mon | Dual N-Back Training | 20 min (Brain Workshop / Dual N-Back Pro) |
| Tue | Transcranial PEMF (tPEMF) | 20 min (via NeoRhythm or iTENS) |
| Wed | Neurofeedback (Muse S) | 15 min alpha/theta training |
| Thu | Cold Exposure + Breathwork | 3 min cold shower + 10 min Wim Hof |
| Fri | Non-Sleep Deep Rest (NSDR) | 20 min Yoga Nidra (via Insight Timer) |
| Sat | Psychedelic Microdosing (Optional) | 10-20mcg LSD or 0.1-0.2g psilocybin |
| Sun | Digital Detox | No screens 1 hour before bed, journaling |
Goal: Lower chronic stress, improve HRV, and enhance parasympathetic tone.
| Time | Intervention | Details |
|---|---|---|
| AM | Morning Sunlight | 10-15 min sunlight (no glasses) |
| AM | Cold Plunge | 2-3 min at 50°F (10°C) |
| PM | Sauna (Infrared or Dry) | 20-30 min at 160-180°F (70-80°C) |
| PM | HRV Biofeedback | 10 min (via Elite HRV or HeartMath) |
| PM | Red Light Therapy | 10-15 min (660nm/850nm) |
| Night | Sleep Optimization | 7-9h, 65°F (18°C), blackout curtains, no EMFs |
Goal: Refine protocols based on biometric feedback, deepen autophagy, and enhance performance.
Goal: Lock in gains, optimize biomarkers, and transition to a sustainable long-term protocol.
✅ Metabolic Health:
✅ Longevity Biomarkers:
✅ Physical Performance:
✅ Cognitive Function:
✅ Stress & Recovery:
This plan is aggressive but sustainable—designed for a highly motivated biohacker who wants to push the limits of human performance and lifespan extension.
Ready to begin? 🚀 Let’s optimize.
Design an innovative, multi-component dish worthy of a 3-star Michelin restaurant.
*Michelin 3-Star Dish: "Ocean’s Whisper & Earth’s Embrace" A symphony of contradictions—briny depths meet terranean warmth, where the ephemeral meets the eternal.
Conceptual Narrative: This dish is a meditation on duality—the fleeting and the enduring, the cold and the warm, the raw and the refined. Inspired by the Japanese concept of wabi-sabi (beauty in imperfection) and the Nordic tradition of foraging, it juxtaposes the pristine, almost alien purity of deep-sea ingredients with the earthy, fungal richness of the forest floor.
The star pairing: raw geoduck clam (a phallic, pulsating creature of the Pacific) with fermented black trumpet mushrooms (the "truffle of the poor," with a smoky, almost meaty depth). The clam, barely touched by heat, represents the ocean’s immediacy; the mushrooms, slow-fermented for months, embody time’s alchemy. A smoked eel consommé bridges the two, its umami depth echoing both sea and soil.
Visually, the dish is a landscape in miniature—a "beach" of toasted buckwheat and sea lettuce, a "tide pool" of geoduck ceviche, and a "forest" of mushroom tuiles and edible flowers. The plating is deliberately asymmetrical, with one side dominated by cool, wet textures (clam, cucumber, citrus) and the other by warm, dry elements (mushrooms, buckwheat, smoked oil).
(The "Tide Pool")
Ingredients (serves 4):
Technique: "Living Ceviche" (Sous-Vide Acid Denaturation)
Geoduck Preparation:
Sea Lettuce "Sand":
Assembly:
(The "Forest Floor")
Ingredients:
Smoked Eel Consommé:
Fermented Mushroom "Dirt":
Smoked Eel Consommé:
Assembly:
(The "Shore")
Ingredients:
Buckwheat "Sand":
Cucumber "Pebbles":
Assembly:
(The "Atmosphere")
Ingredients:
Smoked Oil:
Citrus Air:
Final Touch:
Final Thought: This dish is not just eaten—it’s experienced. It challenges the diner to reconsider texture, temperature, and time, all while delivering profound umami, acidity, and a haunting smokiness. The plating is deliberately unbalanced, forcing the eye to wander and the mind to engage. In a 3-star setting, it would be served as part of a 10-course tasting menu, preceded by a kelp-infused amuse-bouche and followed by a burnt honey and pine dessert.
Would you like a wine or non-alcoholic pairing suggestion to complete the experience?
Michelin 3-Star Dish: "Ocean’s Whisper & Forest’s Breath"
Conceptual Narrative: This dish is a poetic dialogue between two seemingly disparate ecosystems—the ocean’s depths and the forest floor—united through texture, temperature, and memory. The "Ocean’s Whisper" represents the briny, umami-rich essence of the sea, embodied in a smoked eel and kelp consommé with fermented sea urchin custard, while the "Forest’s Breath" evokes the earthy, aromatic soul of the woods through charred wild mushroom tea, black garlic soil, and pine-infused honeycomb. The dish is a meditation on transience: the eel’s journey from river to sea mirrors the fleeting nature of flavor, while the mushrooms’ mycelial network symbolizes hidden connections beneath the surface.
The plating is a living diorama—a miniature landscape where edible "rocks" (compressed rye bread) cradle "tide pools" of consommé, and "moss" (microgreens and edible flowers) sprouts from a "forest floor" of black garlic soil. The diner is invited to interact with the dish, using a smoked cedar spoon to stir the consommé and release its aroma, or breaking the honeycomb to drizzle its nectar like morning dew.
Unusual Pairing: Cold-smoked eel + fermented sea urchin (uni) + dulse seaweed Techniques: Cold smoking, sous-vide fermentation, consommé clarification, spherification (reverse)
For the Consommé:
For the Fermented Sea Urchin Custard:
Garnish:
Cold-Smoke the Eel:
Ferment the Sea Urchin:
Clarify the Consommé:
Assembly:
Unusual Pairing: Charred matsutake mushrooms + black garlic + pine resin honey Techniques: Dehydration, freeze-drying, fat-washing, honeycomb crystallization
For the Mushroom Tea:
For the Black Garlic Soil:
For the Pine Honeycomb:
Char the Mushrooms:
Infuse the Tea:
Make the Black Garlic Soil:
Crystallize the Pine Honeycomb:
Assembly:
Techniques: Compression, dehydration, aroma diffusion
Shape the "Rocks":
Prepare the Spoon:
Aroma Diffusion:
First Bite (Ocean’s Whisper):
Second Act (Forest’s Breath):
Finale (Landscape Interaction):
| Ingredient | Source | Substitute (if unavailable) |
|---|---|---|
| Matsutake mushrooms | Foraged & Found Edibles (US) | Porcini or king oyster mushrooms |
| Fermented sea urchin | Catalina Offshore Products (US) | Fresh uni + 24-hour miso fermentation |
| Black garlic | Amazon or Korean markets | Slow-cooked garlic (60°C for 40 days) |
| Pine resin honey | MeliBio (US) or Greek specialty shops | Regular honey + 1% pine essential oil |
| Dulse seaweed | Maine Coast Sea Vegetables | Nori or wakame |
| Smoked cedar plank | Smoking Wood | Applewood + cedar oil |
Unusual Pairings with Purpose:
Advanced Techniques:
Plating as Art:
Narrative Depth:
Precision & Rarity:
This dish is not just food—it’s a fleeting ecosystem on a plate, where each bite reveals another layer of the ocean’s whisper or the forest’s breath. It challenges the diner to slow down, observe, and savor the invisible threads that connect us to nature.
Would you like a wine pairing suggestion to complete the experience? (Hint: A smoked German Riesling or aged Jura Vin Jaune would be transcendent.)
Create an autonomous drone simulator with custom environment using ThreeJS
Find exploitable clauses in a software consulting contract and suggest modifications with legal reasoning.
Identify weak claims in a startup pitch deck and suggest concrete improvements.
Identify failure modes, race conditions, and scaling bottlenecks in a collaborative document editor architecture.
Trace technological, economic, and geopolitical implications of an alternate historical timeline.
Navigate a complex pharmaceutical CEO ethical dilemma with legal, financial, and safety considerations.