... built pCHA, a closed-source framework for forecasting chaotic dynamical systems from limited data (n=15), with no equations provided. It maps trajectories into a p-adic ultrametric space (Q_p ) using categorical morphisms, which keeps the error growth linear rather than exponential. It passes 116/117 on dysts benchmark. Since the code is proprietary, all verification goes through a strict public Blind Test Protocol. Every result, including failures, is published. Repository and benchmarks: https://github.com/vallais-dev/A... ...

... model living in the same model picker, which ran all six answer files itself. Humans did exactly one job in this pipeline: invigilation. Final score:  90 to 70. The winner also used 15% fewer output tokens (11,702 vs 13,799).  If you don't trust an AI's grading all six raw answer files are attached below, unedited, and the code runs on click. Grade them yourself. See you in the comments. EXAM NOTICE Grok 4.6 moved ... ... outermost point traces a capybara's profile out of thin air and explain, in plain words, why circles can draw anything. Q IDraw a capybara with a hundred circles(Fourier series 30 pts) Three differential equations; two trajectories

... around the product than buying installs. But I honestly have no idea if my numbers are good, slow, or completely normal. Launch week is always a spike, and most growth stories online don't talk openly about real growth trajectories. So for those of you who grew a consumer app organically: What did weeks 2 4 look like compared to launch week? How long did it take before growth felt consistent rather than hit and miss? What helped you achieve ...

... scan no hardware, scanners, or setup required 40+ precise body measurements automatically generated Body composition insights including lean mass, body fat, and bone mineral content comparable to lab-based systems Growth and maturation modeling to help understand athlete development trajectories Longitudinal tracking to monitor physical changes over time Hyper-realistic 3D avatars that can be used for visualization, athlete education, and digital applications Comment from Asna Khan(@asna_khan1): Anyone interested in trying it and receiving a free 3D model ...

... regret their choices (McKinsey) - Generic advice like "work hard" doesn't show you THE ACTUAL STEPS Result? Years wasted in roles that lead nowhere. What Pathfindeers does? Think Waze, but for careers. We analyze millions of real trajectories to give you: Your Optimal Path 3-5 concrete steps from Current Role Dream Job Success Probabilities Know your odds (e.g., "82% took this route") Timeline & Salary Realistic expectations per transition Skills Gap Analysis What to learn, when ... ... roles" for career pivots B2B Dashboard For schools tracking placement rates Why It's Different Not a job board. Not a personality test. Not a coaching marketplace. - Built on 1M+ real LinkedIn profiles (data, not opinions) - Instant (2 min) vs

... Jess Ladd just opened applications for the 2026 Sexual Assault Prevention Incubator a first-of-its-kind program targeting prevention at the high school level, where intervention can change life trajectories. The program lasts six months, offers $50,000, a cohort of peers, and the support to turn bold concepts into tested solutions This isn't about awareness campaigns. It's about evidence-based solutions that address the behaviors and systems that enable sexual assault before harm occurs. Who should ...