🎓 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)
Deep learning now labels every frame of your golf swing from phone video
Bryson DeChambeau's system runs proprietary 2D and 3D deep-learning models on standard video. It tracks more than thirty keypoints across body, club, and ball through top of swing, impact, follow-through, and finish. Shot outcomes are logged automatically for each sequence.
Meta Releases Llama 3.1 405B Under Permissive License
Meta published the full 405 billion parameter Llama 3.1 weights on July 23, 2024. Anyone can download the checkpoint from Hugging Face, run inference on their own GPUs, or fine tune the model with LoRA adapters. Commercial redistribution and derivative products are explicitly allowed.
Penn Researchers Demonstrate Hybrid Light Matter AI Accelerator
University of Pennsylvania physicists built polariton based logic gates that combine photons and excitons. Early devices perform matrix multiplications at 0.3 picojoules per operation, roughly 100 times lower energy than current electronic TPUs. The proof of concept chip was fabricated on a standard III V semiconductor process.
Med Spas Now Run Digital Twins of Your Face Before Any Needle Touches Skin
Aura software builds a 3D model of the patient face. Practitioners adjust filler volume or facial proportions inside the model and generate a side-by-side simulation. The Forbes article describes the system being used at a New York longevity clinic that pairs these visuals with blood biomarker panels.
Free AI Mole Scanner Adds Yearly Skin Tracking to Daily Wellness Routines
ScanSkinAI runs a convolutional neural network on uploaded photos to flag atypical moles. The platform stores sequential images and generates a longitudinal report that users can forward to dermatologists. The site states the tool is free and links directly to paid telehealth follow-ups.
Golf swings now get digitized and dissected by motion-capture AI
Bryson DeChambeau led investors in an eight-figure acquisition of Sportsbox AI in April. The 3D Golf app uses motion-capture to generate an avatar of the user swinging and records more than 30 body, club, and ball keypoints through deep learning. Shot phases such as top of swing, impact, follow-through, and finish are automatically tagged with outcomes.
Bryson DeChambeau treats golf performance as an AI optimization problem
DeChambeau's setup combines proprietary 2D and 3D deep learning models that track over 30 anatomical and equipment points per frame. The pipeline logs each phase of the swing and pairs it with ball-flight outcomes. Google Cloud infrastructure hosts the model training and real-time inference.
New algorithm slashes AI energy demand by 100 times without losing accuracy
Researchers replaced standard matrix multiplications in neural network training with a sparse, low-precision method. The approach cut energy consumption from 500 joules per inference down to 5 joules on an NVIDIA A100 while raising top-1 accuracy on ImageNet from 76.2 percent to 78.1 percent.
Hybrid light-matter quasiparticles promise faster, cooler AI chips
Engineers at the University of Pennsylvania coupled photons with excitons inside a 2-D perovskite layer to create polaritons. These quasiparticles performed matrix operations at 0.3 femtojoules per MAC, beating electronic CMOS by a factor of 40 while maintaining coherence over 50 micrometers.
Separate Probabilistic AI from Deterministic Tools in Your SEO Workflow
Probabilistic models generate varied outputs for ideation tasks while deterministic tools handle repetitive checks such as site crawls, rank tracking, schema validation, and broken link detection. The source recommends using AI only when variation adds value and automating verification steps where outputs can be measured precisely.
Organic Search Traffic Declined Only 2.5 Percent, Not the Dramatic Drops Predicted
Position Digital analyzed search data from February 2024 to November 2025 and found organic traffic fell by 2.5 percent across monitored sites. The report covers 150 plus AI SEO statistics and notes that YMYL verticals showed similar modest declines rather than the 25 to 50 percent drops claimed elsewhere.
AI Ingredient Analysis Turns Skincare Guesswork into Data-Driven Routines
PMC article PMC12085869 describes AI platforms that scan active ingredients in products and score their efficacy against acne, hyperpigmentation, aging, and sensitivity. One documented example shows an AI tool recommending 5 percent niacinamide for hyperpigmentation and hyaluronic acid for barrier repair.
AI DNA Consults Replace Office Visits for Anti-Aging Plans
DoctorsBestWellness states AI systems now pair at-home genetic test results with virtual analysis to prescribe anti-aging actives without scheduling or travel. The process uses DNA markers to adjust retinoid strength, peptide type, and antioxidant dosing.
Bryson DeChambeau Buys 3D Swing Analysis Tool to Scale Motion Capture for Golfers
Bryson DeChambeau led investors in an eight-figure acquisition of Sportsbox AI in April. The company’s 3D Golf app records a player’s swing on a smartphone and generates a motion-capture avatar that compares joint angles and club paths to pro benchmarks. DeChambeau’s group now controls the underlying model and dataset.
WHOOP Secures 200 Million Dollars to Embed AI Recovery Scoring into Pro Training Regimens
WHOOP raised 200 million dollars in 2021 at a 3.6 billion dollar valuation with investors Kevin Durant and Patrick Mahomes. The platform combines a wrist-worn optical sensor with machine-learning models that output daily recovery, strain, and sleep scores. Teams feed the API outputs directly into periodization software to adjust workloads.
Anthropic Gives Claude Hands and a Mouse
Anthropic released the computer-use preview for Claude 3.5 Sonnet. The model can now move the cursor, click, type, and complete desktop tasks such as filling web forms or editing spreadsheets in Google Sheets. Users trigger the feature through the Anthropic API with the computer_20241022 tool.
Meta Hands Over a 405-Billion-Parameter Model
Meta open-sourced Llama 3.1 405B under a permissive license. The model matches or exceeds closed frontier systems on several benchmarks and runs on a single H100 node or rented cloud GPUs. Developers receive full weights, tokenizer, and training code at no usage limit.
AI Ingredient Analysis Replaces Generic Skincare Advice
Platforms parse product labels and ingredient databases to score actives against acne, hyperpigmentation, aging, and sensitivity. One example tool flags niacinamide for melanin reduction and hyaluronic acid for barrier hydration. The PMC article PMC12085869 details how these systems rank formulations by measured clinical outcomes.
AI DNA Pairing Removes the Med-Spa Appointment Bottleneck
Virtual platforms combine AI analysis with at-home cheek-swab genetic tests to generate anti-aging regimens. No office visit or travel is required. The output includes dosage schedules and product lists derived from SNP markers linked to collagen degradation.
DeChambeau Acquires Motion Capture Startup to Scale Golf Training
Bryson DeChambeau led investors in an eight-figure acquisition of Sportsbox AI. The platform records a user's golf swing and generates a 3D avatar using motion capture. It analyzes swing mechanics and compares them to professional benchmarks.