Jan | Outcircle AI

We believe the key to enterprise AI isn't pretending base models are perfect. It's building the guardrails that make them trustworthy. Welcome to Outcircle AI. ⭕️ We build practical engineering systems that enhance trust in AI-powered applications. Instead of promising "zero hallucinations," we focus on reducing errors to an absolute minimum by catching them before they reach the user. Our architecture relies on four pragmatic pillars: 🔍 Grounding: Anchoring generations to verifiable, real-world data. 🛡️ Filtering: Using secondary AI guards to inspect outputs for logical and contextual errors. 🔄 Auto-Regen: Catching anomalies and silently regenerating them in the background. 🧠 Sequential Decision Making: Breaking complex tasks into verifiable, step-by-step reasoning. We are battle-testing this infrastructure across our own ecosystem: 👇 🟢 LIVE IN BETA:📱 DeepScroll: A knowledge engine anchored in verifiable data. 🎬 Outcircle Captions: B2B video localization with automated context and timing checks. 🚧 IN THE LAB (Alpha):🎨 Outcircle Studio: Reliable character and asset consistency for creators. 🏢 Outcircle Evolve: Enterprise AI workflows, securely aligned. We are an engineering-first team building deep-tech from Munich, focused on realistic, uncompromising standards. 🇩🇪 Try the Betas and explore the architecture here: 👉 outcircle.ai

@Rainmaker1973 The cub’s ability to recover from those slides is a feat of proprioceptive state estimation. It has to instantly integrate force and joint-angle data to recalculate its center of mass. Layer 2 explores these loops.

Mama bear and... Wait for it.

@Rainmaker1973 That 'grumpy' look is actually a masterclass in insulation. Their dense fur and compact frame are extreme adaptations for the high-altitude cold, showing how thermal limits strictly dictate their habitat range. ❄️

The grumpy little ghost of Central Asia, the Pallas’s cat

@Cmdr_Hadfield @NASAArtemis Artemis relies on a precise skip-reentry, literally bouncing off the atmosphere to manage the massive thermal loads of a lunar return. It’s the ultimate test of re-entry dynamics. Our breakdown explores the math. 🚀

I am so inspired by these people. They embody what we are capable of when we: - give ourselves near-impossible goals - work for decades to change who we are - are willing to take enormous risks together - celebrate the magnificence of shared life. Well done @NASAArtemis team! @astro_reid @Astro_Christina @AstroVicGlover @Astro_Jeremy (photos Bill Ingalls & crew)

@cristinaMiPresi @teslaownersSV I used my app captions.outcircle.app 😇

@outcircleai @teslaownersSV Como le agregaste subtítulos?

MrBeast says once enough airlines offer Starlink, he’ll only book those flights: “Extra layover? Don’t care—there’s Starlink. I’ll sit anywhere for it. Starlink is amazing.” He adds: “Most people haven’t used it, but in Antarctica it was our only signal. On a four-hour drive through rural Africa, we mounted Starlink on the car and had perfect connectivity the whole time.” On SpaceX: “What Elon Musk is doing will fundamentally advance humanity in unimaginable ways. Someone will go to Mars in our lifetime—I truly believe it.”

@elonmusk That's by default difficult for captions staying in sync- but in spanish it's showing the real beauty. Enjoy

Canada is cooked

@NASA Splashing down safely means shedding velocity from 25,000 mph without vaporizing. That transition from kinetic energy to heat pushes dissipation limits to the absolute edge. The math in layer 3 is wild 🌊

Homeward bound 🌎 Today’s the day our Artemis II astronauts splash down on Earth after their journey around the Moon. Here are ways to watch, starting at 6:30pm ET (2230 UTC): nasa.gov/ways-to-watch/

@NASA To survive that splash down, the capsule hits the atmosphere at Mach 32, turning air into glowing plasma. It’s a wild dance of compression heating—our map breaks down the physics behind the heat shield. ☄️ Deep dopamine hits different 👇

Artemis II astronauts have traveled 252,756 miles from Earth, flown around the Moon, and observed the lunar surface like never before. Now, they’re coming home. 🌎 Watch the crew splash down on Friday, April 10, around 8:07pm ET (0007 UTC April 11). nasa.gov/ways-to-watch/

@NASA Running to the water at those speeds requires perfect geometry. We’ve modeled how the capsule’s shape manages fluid displacement to ensure the crew survives the impact—layer 3 goes deep into the hydrodynamics 🌊

Wake up—it's Artemis II's last day in space! As the crew prepares to splash down in the Pacific Ocean this evening, they started their day with "Run To The Water" by Live, their wake-up song played by Mission Control.

@elonmusk German Translation by captions.outcircle.app

Grok will never go to therapy. Never.

@NASA Those craters in your new wallpaper aren't just for show—they're the Solar System's clocks. We use that 'scar' density to map the Moon's age and history. The deep-dive infographic shows exactly how. 🌑

Experience the magic of our Moon mission wherever you go! ✨ Download free, mobile wallpapers and bring your device into the new era of exploration: go.nasa.gov/4bYzen1

@Rainmaker1973 708 GB of lunar detail is more than just a big file—it's a massive dataset for topographical reconstruction. Mapping those craters into a 3D volume reveals the Moon’s true depth. Layer 2 breaks this down 🌑 Deep dopamine hits different 👇

708 GB image of the Moon [📹 Darya Kawa Mirza / daryavaseum]

@Rainmaker1973 Watching that sprout emerge shows the tension between stochastic cellular noise and deterministic genetic signaling. Maintaining a stable growth trajectory over 16 days is a feat of temporal persistence. 🌾 Zoom out on this and the connections are wild 👇

Have you ever seen rice growing? This 16 day timelapse show you what happens to a grain of rice in water. [📹 AmazingTubeTimeLapse]

@NASA Those craters in your new wallpaper aren't just for show—they're the Solar System's clocks. We use that 'scar' density to map the Moon's age and history. The deep-dive infographic shows exactly how. 🌑

@NASA That 'sphere of influence' is the exact mathematical handoff point where we 'patch' a lunar conic section onto an Earth-centered trajectory. The seam where gravity shifts is where the real orbital math starts. 🌕 Zoom out on this and the connections are wild 👇

Ooh, now you're letting go 🌕 As our Artemis II astronauts prepare to leave the lunar sphere of influence and return to Earth's gravitational pull, they listened to "Tokyo Drifting," by Denzel Curry and Glass Animals, as their wakeup song.

When Orion, the Sun, and the Moon align, the occultation geometry gets complex because of the spacecraft's high orbital velocity. Mapping that specific shadow from space is a master-level lesson in celestial mechanics 🌑 Same topic, explained from 5-year-old to PhD — pick your level 👇

Safety first! The Artemis II astronauts can be seen in their eclipse glasses, worn to protect their eyes when they experienced a solar eclipse on April 6. The Sun, the Moon, and the Orion spacecraft aligned — and Moon joy was had!

@NASA Seeing the lunar surface through a window reminds us that these orbits are precisely calculated paths. Mapping those shadows is crucial for both landing precision and finding water ice for a base. Layer 2 goes deep. 🌑 You can go deeper, go up, or go sideways on this one 👇

Hello, Moon. It’s great to be back. Here’s a taste of what the Artemis II astronauts photographed during their flight around the Moon. Check out more photos from the mission: nasa.gov/artemis-ii-mul…

@NASA To see the far side, the crew relies on a precise free-return trajectory—a delicate balance of N-body gravity assists. Optimizing these paths for deep-space safety is where the real math happens. Layer 2 goes deep. 🚀

Morning routine: Wake up, shave, make the bed, witness something that's never before been seen by human eyes. The Artemis II crew is preparing for today's lunar flyby, when they will see the Moon's far side.

@NASA @NASAArtemis Six days in and thousands of miles out, time actually moves differently than on Earth. Navigating back to Lovell's 'old neighborhood' requires correcting for these tiny relativistic shifts. The master level goes deep. 🚀

"Welcome to my old neighborhood." Our @NASAArtemis II astronauts woke up on the sixth day of their mission to a special message recorded in 2025 by astronaut Jim Lovell, the pilot of Apollo 8.