<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>2026.21 on TeslaDB</title><link>https://tesladb.dev/releases/2026.21/</link><description>Recent content in 2026.21 on TeslaDB</description><language>en-us</language><lastBuildDate>Sun, 09 Aug 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://tesladb.dev/releases/2026.21/index.xml" rel="self" type="application/rss+xml"/><item><title>FSD Supervised V14.1 Lite</title><link>https://tesladb.dev/releases/2026.21/fsd-supervised-v141-lite/</link><pubDate>Sun, 09 Aug 2026 00:00:00 +0000</pubDate><guid>https://tesladb.dev/releases/2026.21/fsd-supervised-v141-lite/</guid><description>FSD (Supervised) v14.1 Lite includes:
Distilled the intelligence from HW4 V14 into HW3. This allows HW3 to directly learn how to handle scenarios using HW4 V14 as a guide. This process unlocks the improvements that have been made to HW4 including Reinforcement Learning (RL) and offline models for HW3.
Improved both proactive and reactive responsiveness across a wide variety of categories including navigation handling, merges and forks, pedestrian interactions, traffic lights, and vehicle cut-in scenarios.</description></item><item><title>FSD (Supervised) v14.3.7</title><link>https://tesladb.dev/releases/2026.21/fsd-supervised-v1437/</link><pubDate>Sat, 01 Aug 2026 00:00:00 +0000</pubDate><guid>https://tesladb.dev/releases/2026.21/fsd-supervised-v1437/</guid><description>Full Self-Driving (Supervised) v14.3.7 includes:
Upgraded the Reinforcement Learning (RL) stage of training the FSD neural network, resulting in improvements in a wide variety of driving scenarios.
Upgraded the neural network vision encoder, improving understanding in rare and low-visibility scenarios, strengthening 3D geometry understanding, and expanding traffic sign understanding.
Rewrote the AI compiler and runtime from the ground up with MLIR, resulting in 20% faster reaction time and improving model iteration speed.</description></item></channel></rss>