Proud of this paper on the shape of energy and the information it stores. Lots of failure. And a path forward. We may need to design new kinds of memory chips and materials to test.

Excited for my upcoming talk at @CPOSC on March 28th: How Minds Get Small: Cognitive Compression from Biology to SIML @DeepSIML will have a table there showcasing our latest releases! Ge tickets now if you haven’t!! eventbrite.com/e/central-pen…

🚀 New Paper Drop: “One Bit to Rule the Planner” - SIML FEPGate + V-JEPA2 Wired 1-bit surprise gate from SIML cognitive sidecar into frozen V-JEPA 2 planner. No retraining. No extra budget. 1 single bit reshaping latent dynamics. Results: 🏁 Final error ↓ (~50%) 0.193 m → 0.109 m 📈 Monotonicity ↑ (>3×) 0.12 → 0.43 ⚡ Latency ↓ (≈2× faster) 2.28 s → 1.13 s 🔋 Energy ↓ (≈2× lower) 0.058 Wh → 0.029 Wh 💥 Energy–Delay Product: ~4× better A single SIML bit turned a vision model into a more stable, efficient planner - a glimpse of what we call the cognitive OS layer. 🔗 Read: siml.life/research/VJEPA2-si…