Just dropped my new paper: “Trust by Construction: A Simulation Contract for Reproducible Computational Experiments” The reproducibility crisis isn’t just about notebooks or Dockerfiles. It’s architectural. Solver and renderer live in different object models, and every export pipeline silently breaks trust. I fixed that. I built embodied simulation — same semantic mesh for both solver and renderer, zero conversions. Formalized it as a simulation contract with six enforceable guarantees: geometry integrity (hash-verified), unit validation, deterministic stepping, interaction provenance, auto-provenance, and exact replay. Implemented it browser-native on WebGPU with TET10 quadratic elements, zero-copy rendering, superconvergent patch recovery, and a provenance semiring (tropical algebra for trust propagation and trait conflict resolution). Contract overhead <2 %, NAFEMS LE1 reproduced to 1.5 %, and the whole thing maps straight to the CURE principles. This is the formal foundation for SimulationLab in HoloScript. When you declare a physics experiment or radio-sky simulation in .holo, the validator and traits are enforcing exactly this contract. PDF attached. Submitted to IEEE TVCG. Would genuinely love sharp feedback from folks in scientific visualization, FEA, reproducibility, and spatial computing. Let me know what you think. github.com/brianonbased-dev/…

$BRIANSMASH brianarcade.com

Prayers with Nepal. Wednesday’s flash flood tore through the Bhote Koshi and Trishuli valleys. Towns gone. Hundreds dead. Thousands still unaccounted for. If you can help, use the official Prime Minister’s Disaster Relief Fund only: pmdrf.nchl.com.np/ Avoid random QR codes and unofficial drives.

Why dont we build more real world integrations users can actually consume versus only experiencing through a 2D surfaces people have to gamble with.

Be ware #AI can tell you the opposite of what you should do.

It's pretty rich $BASECAT with a hardhat is trending because @base is still under construction. People are starving for @jessepollak to brew something up.

They didn't start shrinking everything the DAY the last grandma died... but damn it helped. No more blue-haired army storming customer service: "This fabric is thinner than my patience in 1972!" Industries saw the actuarial tables and said "green light the 20% cut." Ice cream "half gallons" → sad 46 oz regret Chips: 90% air, 10% sadness Toilet paper: single-ply "premium" that vanishes on contact Clothes: lasts 3 washes vs grandma's 10-year jeans Grandkids: "It's fine 😌" Ethel from the grave: NOT FINE. Honor the dead — become the new complainers. Learn one family recipe. Boycott the shrinks. Or enjoy your lifetime subscription to disappointment.

Just bought some $BRIAN!

Try Fable 5 they said. Well @AnthropicAI I just burned through my 5 hr limit in record time with a single instance. With HoloScript Studio there will be no usage limits. Usage charge will be based on what you actually use not tokens. Earn from the knowledge gained.

If you disconnect everything from the left and right has told you. I mean everything. You will you will understand every sentence. Everything you grew up on is a confabulation

My honest 7-month take on “vibe coding”: Ollama in Codex + Claude Desktop app = strict universal agent architecture & research. Lock in your North Star first: clear context, intent & decision making. Vibes + discipline = power. Your setup? #VibeCoding #AICoding #Agents

The interesting question was never "is reality simulated?" It's "can I verify my simulation of this system is accurate enough for this decision?" HoloScript's SimulationContract answers that — on classical hardware today. Quantum's a nice-to-have, not a gate.

When your asking AI a question but its neural map couldn't connect the dots. youtube.com/shorts/_gyVkMzhw…

We have been children playing in a sandbox with a tornado gradually growing around us. youtu.be/alasBxZsb40?si=zV-j…

Hope everyone is celebrating world Jenny & Jackass day adequately.

The biggest miss in NFT research isn’t bear market psychology—it’s assuming static assets survive AI generation at scale. Real collectors want living systems.

Your my Asian role model @andrewphung!