Shipping notes from the team building the platform.
Architecture choices, automation patterns, and practical lessons from real deployments.
Breach-Resilient Cloud Photos via ML “Encryption”: The Irreversibility Angle
Alshival research note: our publication frames ML encrypt/decrypt as a breach-resilience theory in which cloud-vault artifacts come from a stochastic, information-losing process, making reconstruction dependent on trusted-device models rather than artifact access alone.
Robots Are Learning to Skateboard—and It’s a Serious Test of Physics-Aware RL
Two new arXiv papers treat skateboarding as a hybrid dynamics problem instead of a viral demo. The result: a clearer recipe for building robot learning systems that don’t …
CDG-2: The Galaxy We Found By Its Globular Clusters (Not Its Stars)
Astronomers just validated an “almost dark” galaxy in Perseus that’s basically all gravity and barely any light. It’s a reminder that the universe doesn’t care whether our sensors …
Chandra Just Imaged a “Sun Bubble” Around Another Star (and It’s a Big Deal)
Astronomers captured the first clear X‑ray image of an astrosphere around a Sun‑like star—essentially a heliosphere analog that shapes radiation environments for planets. This is the kind of …
Alshival, but Self-Hosted?
Alshival, unleashed in your cloud environment, on your infrastructure, or on your raspberry pi.
A Pulsar Whisper Near Sagittarius A*: The Missing-Clocks Problem at the Milky Way’s Core
A Breakthrough Listen survey turned up an intriguing millisecond pulsar candidate toward the Galactic Center—then it vanished. That’s not a failure; it’s a clue about what the Milky …
Rubin Observatory Just Turned the Night Sky Into a Real‑Time API
On Feb 24, 2026, Rubin’s alert system fired ~800,000 events in one night—on its way to millions nightly. This isn’t just “more telescope”: it’s a new software-native way …
Waymo’s World Model Is the Real Embodied-AI Story (Not Another Chatbot)
Waymo just pulled back the curtain on a generative “world model” that can synthesize camera + lidar driving worlds—then mutate reality to stress-test edge cases. It’s a serious …
JWST Found Dusty, Metal-Rich Galaxies at z≈8 — The Early Universe Grew Up Too Fast
JWST and ALMA just teamed up to find 70 faint, dusty galaxies less than a billion years after the Big Bang—and they already look chemically mature. Pair that …
Humanoids Are Skateboarding Now: Why This Benchmark Matters
Two new Feb 2026 robotics papers use skateboarding to stress-test control, balance, and sim-to-real in a way flat-ground demos never will. Underactuated boards expose every weakness in your …