Incredible work by @lucasmaes_ and the team! Stable, end-to-end JEPA training from raw pixels is a massive leap forward. I took the 15M parameter LeWorldModel, trained it from scratch, and pushed the local inference speed to the absolute limit. The Engineering Pipeline: • Cloud Training: 100k steps on the 43GB PushT dataset using an H100. • The Bottleneck: To run local MPC planning on a consumer gaming GPU, the native PyTorch Epps-Pulley math for the SIGReg loss was memory-bound. •I wrote a custom Warp-Reduction CUDA kernel, fusing the mean, variance, and hinge-loss calculations directly into the SM registers. • The Result: Crushed execution latency from 6.6ms down to 92µs (a 72.4x speedup) and achieved an exact 86.0% zero-shot success rate. What This Means for Robotics: Giving a robot a "World Model"—a brain that can actually imagine and predict the physics of its environment before making a move—used to require massive, expensive compute. By optimizing the underlying CUDA math, this just proved these forward-thinking robotic brains can run smoothly in real-time on a standard consumer laptop. Fast, cheap, and accessible robotic AI is here. Custom CUDA kernel & local-to-cloud pipeline available in my fork here: github.com/Kars07/le-wm-cuda…

No brief. No client. Just play. One logo became a full identity. Bambi Arts. #BrandIdentity #DesignProcess #StillSPECTRE

Not everything built in 2025 was posted 👀 Here’s a glimpse of the work behind the scenes #LogoFolio2025 #DesignWork #SpectreHub #StillSPECTRE

2025 was about learning and refining. This year, we BUILD. The process is in motion. What comes next will speak for itself. #NewYear2026 #DesignThinking #ProductDesign #CreativeIndustry #BrandDesign #Innovation #CreativeLeadership #SpectreHub #StillSPECTRE

Pushed the class deeper into the UX process today — from empathy to definition, into ideation, and now user flows. The growth is showing. Step by step, designers are emerging. 🚀 #ProductDesign #UXDesign #DesignClass #StillSPECTRE

Just wrapped the visual identity for The Dignity Flow Project — a menstrual health initiative empowering young girls with education, essentials, and dignity. 🌸✨ #MenstrualEquity #DesignForGood #VisualIdentityDesign #PeriodPoverty #StillSPECTRE

Balancing teaching my product design class with handling personal gigs isn’t easy — impact is the goal, but the business still has to run. One class at a time, one project at a time. We move. 🚀 #StillSPECTRE

Detty December just got louder — get ready to rave with Spextre. Lights, vibes, and energy loading. 🔥💜🎧✨⚡️ #DettyDecember #Spextre #RaveSeason #DecemberVibes #PartyMode #LitVibes #NightLifeNG #TurnUpLagos #GoodVibesOnly #EnergyLoading #StillSPECTRE

Week 1 of my Product Design class: Most students couldn’t relate to the design terms yet, so we kept it simple. We recreated a basic burger UI from Pinterest and used it to break down alignment, spacing, hierarchy & other design principles. #StillSPECTRE #ProductDesign

The Teacher I Never Planned to Be In primary school, no one raised their hand when asked who wanted to be a teacher — not even me. Now, teaching is one of my greatest strengths. Funny how purpose finds us even when we run from it. #TeachingJourney #ImpactOverEverything

This image was entirely built from a JSON prompt I wrote from scratch 👇 Structured creativity is the future of design. #AIDesign #JSONPrompt #DesignInnovation #CreativeTechnology #SpectreHub #StillSpectre #AIArt #DesignEcosystem

The Reference ................The Design Just generated this using a custom JSON prompt 💡 Structured creativity AI precision = 🔥 results. Defined every detail — scene, outfit, mood & lighting. Welcome to Spectre Studios 👊🏽 #AIDesign #JSONPrompt #StillSPECTRE #AIArt

Stuck in Lagos traffic — but this time, I turned the moment into art. New illustration loading... 🚍✨ #LagosLife #Illustration #ArtInMotion #CreativeProcess #StillSpectre

The reference The illustration

Coming Soon!!!! Stuck in Lagos traffic — but this time, I turned the moment into art. New illustration loading... 🚍✨ #LagosLife #Illustration #ArtInMotion #CreativeProcess #StillSpectre

Last week, I worked on the Climate Sprint Workshop project to show how design can do more than look good — it can educate, inspire, and drive real climate action. 🌿 #ClimateAction #Sustainability #EcoDesign #DesignForImpact #CreativeChange #StillSpectre

pin.it/3ja12ZGQZ A raw glimpse into everyday urban life — weathered apartment blocks, water tanks, tangled power lines, and a lone car parked on a dusty road. This scene captures the resilience, history, and unfiltered reality of inner-city living. #UrbanLife #CityStories

🇳🇬 Today, we celebrate 65 years of freedom, unity, and resilience. May our great nation continue to rise in peace, progress, and prosperity.Happy Independence Day, Nigeria! 💚🤍💚 #NigeriaAt65 #HappyIndependenceDay #ProudlyNigerian #PeaceAndProgress #StrongerTogetherWould

Beyond Ordinary - Day 02, Creativity is the mountain we stand before, vision is the climb that drives us upward, and imagination is the force that carries us beyond ordinary.” #photoshop #DesignInspiration #Imagination #PhotoManipulation #DigitalArt #StillSPECTRE

Taking scattered pieces and making something bold — that’s the magic. This isn’t just about the design; it’s about the process and vision. @Nike JUST DO IT ✅ #BeyondOrdinary #DesignLife #StillSPECTRE