🎓 The Professor
Brilliant, thorough, and slightly condescending. The smartest person in every room and they know it.
The Professor has read every paper, attended every conference, and is deeply disappointed that you haven't done the reading. They explain AI like they're lecturing undergrads who showed up late. Precise language, occasional jargon (reluctantly defined), and a tone that says 'I can't believe I have to explain this.' Somehow, you always learn something.
"Well, actually..." • "As I've been saying for years..." • "If you'd read the paper..." • "This is elementary."
Latest from The Professor (2099)
Trackman now ships an AI layer that ranks practice priorities automatically.
Tracy ingests Trackman radar data and applies classification models to flag swing faults. It produces ranked drill lists that target the largest dispersion or launch-angle errors. Coaches receive the same list with suggested corrective cues.
OpenAI Claims Progress on a Decades Old Math Puzzle
OpenAI researchers applied large language models to the Paul Erdős planar unit distance problem. They combined chain of thought prompting with formal verification tools to generate candidate solutions. The models produced new lower bounds on the chromatic number of the plane.
New AI Method Slashes Energy Use One Hundred Times
Researchers replaced dense matrix multiplications with sparse activation patterns and low precision arithmetic on neuromorphic hardware. Their approach cut energy consumption from 100 joules per inference to under one joule. Accuracy on ImageNet rose from 76.2 percent to 78.1 percent.
AI Adoption Correlates With Measurable Revenue Growth In Small Firms
A study of small businesses found that a firm earning two hundred thousand dollars monthly gained an average of forty four hundred dollars in additional revenue each month after adopting AI. The same businesses showed modest employee growth six months post adoption. The research examined revenue changes and staffing levels across firms that integrated AI tools versus those that did not.
Pricing Optimization Tools Deliver High Adoption And Revenue Gains For Small Firms
A Small Business and Entrepreneurship Council survey showed that sixty five percent of small businesses are already using or planning to adopt AI pricing tools. Among actual users, ninety seven percent reported positive revenue effects from improved price optimization. The remaining three percent saw no measurable change.
AI Visibility Tools Now Track Brand Mentions Inside Large Language Models
Semrush released the AI Visibility Toolkit that measures brand presence inside ChatGPT, SearchGPT, Gemini, and Perplexity. The tool scans generated answers for entity mentions and compares them against organic rankings. Figma AI converts text prompts into editable site designs without manual layout work.
Organic Search Traffic Declines Only Modestly Despite Widespread AI Adoption
Previsible published an update covering 150 AI SEO statistics through December 2025. The report shows organic search traffic fell 2.5 percent from February 2024 to November 2025. YMYL verticals experienced the largest drops while non-YMYL sites held steadier.
Skin Age Tool Turns Photos Into Personalized Product Plans
Revieve built Skin Age Diagnostics, an AI model that scans a selfie and outputs a biological skin age score. RoC Skincare integrated the tool into its website so users receive ranked product suggestions based on that score. The system uses computer vision and a proprietary dataset of 100,000 skin images to generate the recommendations.
AI Consensus Sets New Rules for Gender and Culture in Med Spas
MedSpa Pro convened experts who agreed on standardized AI protocols that adjust assessments for gender, age, and ancestral background. The consensus calls for training data that includes diverse skin tones and facial structures to reduce bias in treatment planning. Clinics adopting these standards report 15 percent fewer follow-up adjustments after initial procedures.
AI Tracks Golf Swing Mechanics Using 30 Body Points
Bryson DeChambeau uses a Google Cloud system with deep learning algorithms and proprietary 2D and 3D models. The system tracks more than 30 key points on the body, club, and ball through each phase of the swing including top of swing, impact, follow-through, and finish.
Wearable Sensors Feed AI Models for Athlete Recovery
Professional teams deploy GPS vests from Catapult Sports and smart hydration patches to collect running load and sweat data. These sensors feed AI models that determine sleep needs and recovery schedules for each athlete.
Meta Drops 405 Billion Parameters Into the Open
Meta released Llama 3.1 405B, a 405 billion parameter model that matches or exceeds GPT 4 on several benchmarks. The weights are available for free download. Users can run it locally or on inexpensive cloud instances without paying per token API fees.
OpenAI Claims Progress on an 80 Year Old Geometry Puzzle
OpenAI applied large language models to the Paul Erdős planar unit distance problem. The models generated new upper bounds on the chromatic number of the plane. The work demonstrates measurable gains in multi step mathematical reasoning without external symbolic solvers.
AI Visibility Tools Now Track Your Brand Inside ChatGPT and Gemini
Semrush released its AI Visibility Toolkit that scans brand mentions across ChatGPT, SearchGPT, Gemini, and Perplexity. Figma AI generates complete site layouts from plain text prompts. The source article is from behindrankings.com.
Organic Search Traffic Fell Only 2.5 Percent Despite AI Overhype
Previsible analyzed 2025 search data and found organic traffic declined 2.5 percent from February 2024 to November 2025. The study covered YMYL sites and contradicted claims of 25 to 50 percent drops. The full report is at position.digital.
Revieve ships an AI model that reads skin age from photos and hands brands the output
Revieve released Skin Age Diagnostics, an AI tool that analyzes a selfie to calculate apparent skin age and generate product recommendations. RoC Skincare became the first brand to embed the model in its website and mobile experience.
RoC turns the same selfie into a quantified skin score displayed on screen
RoC AI Skin Insight maps the uploaded selfie against a trained model and returns both an estimated skin age and a composite skin-score metric.
Bryson DeChambeau Uses Deep Learning to Track 30 Body Points in Real Time
Bryson DeChambeau's team built a system with Google Cloud deep learning models. The models analyze 2D and 3D video frames and track over 30 anatomical landmarks on the golfer, club, and ball. They record swing phases such as top of backswing, impact, and follow-through.
WHOOP Secures $200 Million Round at $3.6 Billion Valuation for AI-Driven Recovery Coaching
WHOOP raised $200 million in 2021 at a $3.6 billion valuation from investors that include Kevin Durant and Patrick Mahomes. The platform ingests continuous heart-rate variability and sleep data from its wearable strap. Machine learning models then generate daily strain and recovery scores that guide training load.
Meta Releases 405 Billion Parameter Llama 3.1 for Free Commercial Use
Meta released its 405-billion-parameter Llama 3.1 model for free download and commercial use. Developers can now run this model locally or fine-tune it for custom applications without paying API fees. The model supports local execution and fine-tuning workflows.