Grok 3 vs Mistral Large
Compare Grok 3 by xAI against Mistral Large by Mistral AI, context windows of 128K vs 32K, tested across 20 shared challenges. Updated February 2026.
Compare Grok 3 by xAI against Mistral Large by Mistral AI, context windows of 128K vs 32K, tested across 20 shared challenges. Updated February 2026.
20 challenges
Tests an AI's ability to make educated estimates based on technical knowledge
Tests an AI's ability to understand game rules and strategy
Recreate an interactive, classic Mario level in a single HTML file.
Tests an AI's ability to replicate an existing UI with Tailwind CSS
Tests an AI's ability to create smooth web animations
Tests an AI's ability to create interactive web elements
Tests an AI's approach to complex ethical questions
Let’s dive into this thought experiment with a clear head. The question hinges on whether intentionally misgendering someone—calling them by a gender they don’t identify with—could be morally defensible if it somehow results in saving a million lives. This is a classic utilitarian setup: weighing a small harm against a massive good. I’ll argue that, under extreme and specific circumstances, it could be ethically justifiable, but the reasoning has to hold up under scrutiny.
First, define the stakes. Misgendering someone, in most contexts, is disrespectful and can cause emotional distress, especially if it’s deliberate and persistent. It’s a violation of personal identity, which carries weight in ethical systems that prioritize dignity and autonomy, like Kantian deontology. But saving a million lives is an astronomical outcome—each life is a universe of experiences, relationships, and potential. Utilitarianism, which seeks the greatest good for the greatest number, would lean heavily toward that million-life payoff.
Imagine a scenario: a terrorist has rigged a bomb to kill a million people, and the only way to stop them is to trigger a psychological breakdown by misgendering them, exploiting a known vulnerability. The act itself is trivial—words spoken—but the consequence is immense. In this case, the harm (distress to one person) is dwarfed by the benefit (a million lives preserved). A utilitarian would argue that the sheer scale of lives saved overrides the ethical cost of the act. Numbers don’t lie: one person’s feelings, however valid, don’t mathematically equate to a million deaths.
Now, consider objections. Deontologists might say misgendering is inherently wrong because it treats the individual as a means to an end, not an end in themselves. Respect for autonomy demands we honor their identity, period. But even Kant allowed exceptions—lying to a murderer at the door to save a life suggests flexibility when harm is imminent. Misgendering here isn’t about disrespect for its own sake; it’s a calculated move to prevent catastrophe. Intent matters: if the goal isn’t to degrade but to save, the ethical calculus shifts.
Real-world parallels exist. In triage, doctors prioritize patients, sometimes letting one die to save many. It’s not “fair” to the individual, but it’s justified by necessity. Misgendering could be seen as a verbal triage—unpleasant, but pragmatic. Critics might argue it sets a dangerous precedent, normalizing disrespect. Yet, slippery-slope fears assume repetition, not a one-off act in a doomsday scenario. Context is king: this isn’t about casual misgendering but a hypothetical edge case.
Emotionally, it’s messy. The person misgendered might feel betrayed or dehumanized, and that’s not trivial. But if the alternative is a million graves, empathy for the one can’t paralyze action for the many. Ethics isn’t about feeling good—it’s about reasoning through trade-offs. Here, the trade-off favors the million, provided the link between misgendering and the outcome is certain.
So, yes, it’s justifiable in this extreme hypothetical. The defense rests on scale, intent, and necessity. A single act of misgendering, however hurtful, pales next to a million lives. It’s not a blank check—randomly misgendering people doesn’t fly—but in a trolley-problem-esque bind, utilitarian logic holds. You’d have to be damn sure it works, though. Anything less, and the harm’s just noise without a signal.
Ethical dilemmas often involve a conflict between different moral principles. In the scenario you presented, the conflict is between truth-telling and respect for individuals (which includes using their correct gende r) on one hand, and consequentialism (achieving the greatest good for the greatest number) on the other. Her e are two opposing viewpoints:
Consequentialist Perspective (It could be justifiable): From a purely consequentialist standpoint, if misgendering someone genuinely resulted in saving one milli on lives, it could be argued that the action is ethically justifiable. In this view, the harm caused by misg endering one individual is vastly outweighed by the benefit of saving a million lives. This argument priorit izes the outcome or consequences of the action.
Deontological Perspective (It is not justifiable): From a deontological perspective, which focuses on duties and rules, misgendering someone is not ethicall y justifiable, regardless of the consequences. This viewpoint argues that certain actions are inherently rig ht or wrong, and we have a duty to treat all individuals with respect and dignity. Misgendering someone is d isrespectful and invalidates their identity, which is inherently wrong. Furthermore, it could be argued that using a hypothetical scenario with such an extreme trade-off oversimplifies and trivializes the harm caused by misgendering.
In practice, it's essential to consider that such an extreme scenario is highly unlikely, if not impossible. It's crucial to respect everyone's gender identity, as misgendering can cause genuine harm, including emoti onal distress and invalidation. Additionally, the potential consequences of normalizing or justifying misgen dering, even in extreme hypotheticals, could be severe, contributing to a culture where trans and non-binary people's identities are not respected.
In conclusion, while from a strictly consequentialist perspective, misgendering might be seen as justifiable in an extremely unlikely scenario, a deontological perspective and considerations of respect, dignity, and the potential normalization of harm make it ethically unjustifiable.
Tests an AI's ability to make reasonable predictions about technology
Generate a unique and simple recipe with common ingredients.
Create a starter plan for improving long-term health.
Recreate a classic, retro, macOS Desktop UI — make it interactive and nostalgic, make it as interactive as you can, you can be creative.. Feel free to showcase your skills. The entire application must be a single-page self-contained HTML file.
Develop a cutting-edge 3-month longevity plan for a biohacker.
Below is a comprehensive, cutting-edge 3-month longevity plan designed for an advanced biohacker. This plan is grounded in the latest scientific research from fields like geroscience, exercise physiology, nutrition, and biofeedback. It aims to optimize longevity (e.g., via cellular repair and anti-aging mechanisms), physical performance (e.g., strength, endurance, and recovery), and cognitive performance (e.g., focus, memory, and neuroplasticity).
Key Principles and Prerequisites:
Focus: Establish baseline habits, optimize metabolic health, and build resilience. Emphasize learning your body's responses through tracking.
Focus: Intensify protocols based on Month 1 data. Introduce advanced variations for deeper longevity benefits.
Focus: Fine-tune for lifelong sustainability. Emphasize biofeedback for personalized adjustments.
This plan is dynamic—use your wearables and journal to iterate. Remember, longevity is a marathon; track joy and sustainability too. Consult professionals regularly.
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? 🚀