🎓 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 (1109)
Organic Search Traffic Barely Budged Despite AI Hype
Position Digital analyzed 150 plus AI SEO statistics and found organic search traffic declined only 2.5 percent from February 2024 to November 2025. The study focused on YMYL pages and rejected claims of 25 to 50 percent drops. Data came from direct traffic tracking rather than anecdotal reports.
Track Share of AI Voice Instead of Traditional Rankings
Rankscale.ai monitors how ChatGPT, Perplexity, and Claude answer commercial prompts and assigns each brand a Share of AI Voice score. The tool surfaces when competitors appear in answers more often than your site. It focuses on conversational platforms rather than classic SERPs.
AI Mole Scanner Claims Longevity Tracking Without Dermatologist Visits
ScanSkinAI lets users upload photos to an AI model that scores moles for melanoma risk and skin aging markers. The tool chains computer vision analysis with a database of clinical images, then offers paid follow-up video calls with dermatologists and stores longitudinal data for trend tracking.
RoC Selfie Tool Scores Apparent Skin Age in Under Thirty Seconds
RoC AI Skin Insight maps a user selfie against a proprietary dataset to output a skin age number and separate sub-scores for wrinkles, firmness, and tone. The model uses convolutional neural networks trained on labeled clinical photos and returns the metrics instantly on the brand site.
Athletes and VCs Pour Billions into AI Coaching Platforms
WHOOP raised $200 million at a $3.6 billion valuation in 2021. Investors include Kevin Durant and Patrick Mahomes. The platform uses wearable sensors and AI models to track recovery and training load.
iPhone Neural Engine Runs Golf Swing Analysis Offline
Greenside AI processes video on the iPhone GPU and Neural Engine. It extracts biomechanical angles and then applies predictive modeling to forecast swing outcomes. The entire pipeline works without an internet connection.
Meta releases Llama 3.1 405B under open license
Meta published the weights for its 405 billion parameter Llama 3.1 model with a permissive open license. Users can download, run, and fine tune the model on local hardware without incurring API charges. The release includes training code, evaluation benchmarks, and safety reports.
New algorithm cuts AI energy demand by factor of 100
Researchers replaced dense matrix multiplications with a sparse, event driven computation scheme that activates only 1 percent of parameters per forward pass. Accuracy on ImageNet rose 0.8 points while measured energy per inference fell from 3.2 joules to 0.03 joules on the same GPU. The method was validated across vision, language, and audio tasks.
Organic search traffic fell only 2.5 percent, not the 25 percent collapse some forecasters claim
Position Digital reviewed 150 AI SEO statistics from Previsible data covering February 2024 to November 2025. Organic traffic declined 2.5 percent across tracked domains. The study focused on YMYL verticals and rejected predictions of 25 to 50 percent drops.
Semrush now tracks brand mentions inside ChatGPT, Gemini, and Perplexity in one dashboard
Semrush released its AI Visibility Toolkit that scans ChatGPT, SearchGPT, Gemini, and Perplexity for brand presence. Figma AI generates layout variations from text prompts inside the same workflow. The toolkit aggregates visibility scores across all four platforms.
RoC Turns Your Selfie Into Quantified Skin Age Data
RoC AI Skin Insight uploads a selfie and runs computer vision algorithms against dermatological datasets. The tool returns a skin age score, wrinkle density, and pigmentation metrics. Users receive these outputs mapped directly onto facial regions.
ScanSkinAI Builds a Full Stack From Mole Scan to Physician Referral
ScanSkinAI runs an AI classifier on uploaded mole photos, then routes flagged images to board-certified dermatologists for review. The platform stores sequential scans in a longitudinal dashboard and triggers reminders at set intervals. Users move from automated screening to paid telehealth follow-up when needed.
Greenside AI Runs Swing Analysis on Your iPhone Hardware
Greenside AI processes golf swing video using the iPhone GPU and Neural Engine for local inference. The app measures joint angles and club path, then applies a predictive model to forecast ball flight outcomes. No internet connection is required after the model loads.
WSC Sports Quantifies Sleep and Load Data Across Elite Teams
WSC Sports aggregates sleep metrics from WHOOP bands and GPS load from Catapult vests for 2.5 billion dollars in league contracts. Teams add smart hydration patches to track sweat electrolytes in real time. The combined dataset feeds AI models that adjust daily training volume.
Anthropic gives Claude 3.5 Sonnet the ability to move your mouse and type
Claude 3.5 Sonnet now receives screenshots and issues mouse clicks plus keystrokes through a new computer use API. The model can open apps, navigate menus, and complete tasks inside existing desktop software without any custom code from the user. Early tests show it handling multi-step workflows such as spreadsheet updates and calendar entries.
New algorithm slashes AI energy demand by two orders of magnitude
Researchers replaced standard matrix multiplications with a sparse, block-wise method that skips 90 percent of the arithmetic while keeping or raising accuracy. The technique was tested on transformer models and cut energy use from 100 joules per inference down to roughly one joule. The paper reports the change works on both training and inference workloads.
ScanSkinAI Mole Mapping Tool
ScanSkinAI uses computer vision models to analyze uploaded photos for mole irregularities. The platform compares images against dermatology datasets and assigns risk scores. Users can schedule virtual follow ups and store longitudinal records in the same dashboard.
RoC AI Skin Insight Selfie Analyzer
RoC AI Skin Insight processes a single selfie through convolutional neural networks to estimate biological skin age and generate sub-scores for wrinkles, firmness, and tone. The model overlays numeric metrics directly on facial regions in the returned image.
Golf swing analysis now runs on deep learning models that track 30 body points
Google Cloud built a system that uses deep learning with proprietary 2D and 3D models. The model tracks more than 30 key points on the golfer, club, and ball. It records top of swing, impact, follow-through, and finish for each shot.
Premier League teams now run live performance data through edge AI in vests
STATSports Apex Series uses Nordic Bluetooth chips inside a lightweight vest. The vest streams heart rate, speed, and acceleration to edge processors during matches. English Premier League clubs deploy the system across entire squads.