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Built by (mostly) Real People
Ideas from the builders behind our AI, data, and automation work.
We share experiments, playbooks, and battle-tested lessons learned while shipping systems for clients.
Apr 28, 2026 • 3 min read
Dylan Carter's Fatal Tesla Crash Is Evidence In The Fixed-Object Pattern
Dylan Carter's fatal Tesla crash is a close match to the fixed-object departure pattern our Tesla report has been isolating: road departure, pole impact, fence impact, rollover, and …
Mar 29, 2026 • 2 min read
From Text to Images: AlshiCrypt's Next Step in Stochastic Encryption
Our newest Alshival publication extends AlshiCrypt from text ciphers to diffusion-style stochastic image encryption.
Apr 28, 2026 • 4 min read
GPT‑5.5 + Workspace Agents: The Agent Era Just Got Boring (and That’s Good)
OpenAI’s GPT‑5.5 release and ChatGPT Workspace Agents launch are less about “smarter chat” and more about turning agents into governed, priced, auditable infrastructure. The hype is cooling—and that’s …
Apr 22, 2026 • 3 min read
Nature Built a 100× Telescope: Lensed Supernovae Are Having a Moment
A newly reported strongly lensed Type II supernova (SN 2025mkn) is a reminder that the universe sometimes hands us better optics than our hardware budget. The payoff: sharper …
Apr 21, 2026 • 4 min read
DESI Just Finished the Biggest 3D Map of the Universe — Here’s the DevTools Lesson
DESI completed its planned 5-year survey and produced the largest high-resolution 3D map of the universe. The headline is cosmology, but the quiet flex is systems engineering at …
Apr 20, 2026 • 4 min read
Swarm Autonomy’s Real Bottleneck: Energy-Aware Networking in GNSS-Denied Flight
A new open-access UAV swarm study reports a 22.7% energy reduction by co-optimizing comms topology and edge-AI navigation under GNSS-denied conditions. That’s not a benchmark flex — it’s …
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