AutoAIHorizon

Welcome to AutoAI Horizon, the hub for the latest in autonomous vehicle tech, and AI-powered humanoids. My Tesla Referral code:

[AutoAIHorizon @AutoAIHorizon]

Watch Tesla FSD sharp maneuver to avoid a truck coming unto its lane

[AutoAIHorizon @AutoAIHorizon]

24/7 autonomy!!

[Robotaxi @robotaxi]

Robotaxi now runs 24/7

Every city we're available in

[AutoAIHorizon @AutoAIHorizon]

@elonmusk @zerohedge One reason for NVDIA board to keep Jesen!

[AutoAIHorizon @AutoAIHorizon]

Most People Get This Wrong: Vector Search

Most people pick the wrong one. What's yours?

Your question gets turned into a vector by an embedding model, and that vector is what the database searches.

Did you get it right?

#VectorSearch #Embeddings #RAG #AIEdShorts

[AutoAIHorizon @AutoAIHorizon]

Most People Get This Wrong: RLHF

Most people pick the wrong one. What's yours?

People rank two replies, a reward model learns those rankings, and that signal trains the answering model.

Did you get it right?

#RLHF #AIAlignment #LLM #MachineLearning #AIEdShorts

[AutoAIHorizon @AutoAIHorizon]

Most People Get This Wrong: RLHF

Most people get this wrong 👀

People rank two replies, a reward model learns those rankings, and that signal trains the answering

Pause and pick A, B, C or D, then drop your answer below 👇

#RLHF #AIAlignment #LLM #MachineLearning #AIEdShorts

[AutoAIHorizon @AutoAIHorizon]

Llm Inference Performance Explained

LLM inference performance is a key building block for practical AI systems. Learn the core idea and why it matters.

#LLMInference #AIInference #AIEngineering #GenerativeAI #AIEdShorts

[AutoAIHorizon @AutoAIHorizon]

@DevinOlsenn If FSD detects that the camera housing needs to be cleaned, then I agree it should be FREE seevice to clean it as part of the FSD package

[AutoAIHorizon @AutoAIHorizon]

The Cyclist Never Looked Back. Watch What FSD Did.

#Tesla #FSD #SelfDriving #AutonomousVehicles #TeslaFSD

Human driver or FSD — who handles a cyclist better?

[AutoAIHorizon @AutoAIHorizon]

@SawyerMerritt @DirtyTesLa Cybertruck production winding down and closing shop

[AutoAIHorizon @AutoAIHorizon]

Both AIs Said London. Only One Got Punished.

Two AIs gave the same wrong answer. Only one got punished.
One was 55% sure of LONDON, the other 99%. The right answer was PARIS. AI measures surprise with the natural log: the less it expected the right answer, the bigger the loss, 0.80 versus 4.61. Training is just shrinking that number.
Did you know AI learns by measuring its own surprise?

#NaturalLogarithm #AI #MachineLearning #DeepLearning #TechExplained

[AutoAIHorizon @AutoAIHorizon]

@DirtyTesLa We’re READY for v15

[AutoAIHorizon @AutoAIHorizon]

@wholemars Anyone else ready for v15?

[AutoAIHorizon @AutoAIHorizon]

@SawyerMerritt @Starlink Legacy Telecom CEOs

[AutoAIHorizon @AutoAIHorizon]

Watch a Giant AI Shrink Onto Your Phone.

Your phone can't run a giant AI. So a giant AI teaches a smaller one.
The big teacher shows the small student how to spot spam and turn speech into text, until the student can do both jobs alone, on your phone. That's knowledge distillation.
Which on-phone job do you use more: spam filtering or speech-to-text?

#KnowledgeDistillation #AI #MachineLearning #DeepLearning #TechExplained

[AutoAIHorizon @AutoAIHorizon]

@niccruzpatane We applaud the progress toward autonomy. Looking forward to seeing how BMW autonomy systems matures

[AutoAIHorizon @AutoAIHorizon]

FSD crosses 17 billion miles.
Way to go to save lives with autonomy

[Sawyer Merritt @SawyerMerritt]

Tesla's global fleet has just crossed 17 billion miles driven on FSD (Supervised).

Last week, Tesla updated this FSD mile counter to reflect growing usage. Its fleet now drives 1,000 miles every 1.8 seconds on FSD, or 18.2 billion miles annually, up 35% since July 2026.

[AutoAIHorizon @AutoAIHorizon]

@SawyerMerritt No offense but the UI looks like a cheap video game from the 90’s. We applaud the progress in autonomy and wish them well

[AutoAIHorizon @AutoAIHorizon]

Did you notice Tesla FSD immediately react to driver flashing the light?

[AutoAIHorizon @AutoAIHorizon]

Watch FSD Understand a Headlight Flash From Another Driver

#Tesla #FSD #SelfDriving #AutonomousVehicles #TeslaFSD

[AutoAIHorizon @AutoAIHorizon]

Stop Trusting a Confident AI and watch this

This AI is 99% confident. And wrong.
The right answer got just 1% — so how surprised should the AI be? AI counts surprise with logarithms: every halving adds one loss point, so 50% confidence is a loss of 1.00 and 1% confidence is 6.64.
Training is just shrinking that number. Did you know AI learns by measuring its own surprise?

#LogLoss #AI #MachineLearning #DeepLearning #TechExplained