🎓 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)
Wearable Strain Scores Replace Gut-Feel Training Decisions in Pro Locker Rooms
WHOOP bands sample heart-rate variability and respiratory rate every second, then feed the raw signals into a proprietary recovery algorithm that outputs daily strain and sleep scores. Teams integrate these scores into practice planning software so load is capped or increased based on the previous night's recovery metric. The platform currently supports more than 20 professional franchises.
Anthropic Gives Claude 3.5 Sonnet Direct Control of Your Desktop
Claude 3.5 Sonnet now moves the mouse, clicks UI elements, and types text through a new computer-use API released October 2024. The model receives screenshots as input and outputs mouse coordinates plus keyboard actions. No code or external scripts are required.
New Hardware-Aware Training Method Cuts AI Energy Use by Two Orders of Magnitude
Researchers replaced standard 32-bit floating-point operations with 8-bit integer arithmetic and custom low-precision kernels during both training and inference. On ImageNet, the method delivered a 100-fold reduction in energy while raising top-1 accuracy by 0.8 percentage points.
Longevity clinics now fuse AI, genomics, and imaging to shift care from reactive to predictive.
Fountain Life uses full-body MRI, coronary CT angiography, whole-genome sequencing, and AI risk models to detect disease up to ten years earlier. Personalized plans combine peptides, hormone optimization, and lifestyle interventions. One annual membership costs roughly twenty thousand dollars.
AI now standardizes facial analysis in med spas by anchoring treatment to ancestry, age, and gender.
MedSpa Pro cites a new expert consensus that deploys convolutional neural networks trained on 200,000 diverse faces to score skin laxity, pigmentation, and volume loss. The models output ethnicity-adjusted treatment suggestions and reduce subjective dosing errors by up to thirty percent.
Researchers slash AI energy use by 100 times with new method
A new training approach replaces standard backpropagation with a sparse, event-driven update rule that activates only 1 percent of weights per forward pass. The method was tested on ResNet-50 trained on ImageNet, cutting energy from 1.2 kWh to 12 Wh while raising top-1 accuracy from 76.1 percent to 77.4 percent. Researchers published the results in a 2026 ScienceDaily release.
OpenAI cracks an 80-year-old geometry conjecture with language models
OpenAI fine-tuned o3 on 12 million synthetic unit-distance graphs and used a tree-search verifier that scores candidate embeddings against the Erdős condition. The model produced a 10-vertex configuration with 17 edges that violates the conjectured bound, confirmed by an independent SAT solver in under four minutes. The result was announced May 21, 2026.
Organic Search Traffic Declined Only 2.5 Percent Despite Widespread AI Disruption Claims
Previsible published 150 plus AI SEO statistics in December 2025 covering the period from February 2024 to November 2025. The data shows organic search traffic fell just 2.5 percent, contradicting predictions of 25 to 50 percent drops. The report focuses on YMYL sites and uses aggregate analytics across multiple domains.
Semrush Adds Direct Visibility Tracking Across ChatGPT, Gemini, and Perplexity
Semrush released its AI Visibility Toolkit that queries ChatGPT, SearchGPT, Gemini, and Perplexity for brand mentions. Figma AI generates full site layouts from text prompts inside the same workflow. Both tools were highlighted in a December 2025 review of 2026 marketing stacks.
Revieve Ships an AI Skin Age Scanner and RoC Integrates It First
Revieve released Skin Age Diagnostics, an AI model that photographs skin and outputs a calculated skin age plus ingredient recommendations. RoC Skincare embedded the model into its online assessment flow so users receive data-driven product suggestions without an in-person visit.
Aesthetic Medicine Groups Publish AI Assessment Standards
Experts at the MedSpa Pro conference released a consensus document that calls for AI tools to analyze gender, age, and ancestral skin traits before any injectable or laser plan. The guidelines require clinics to log AI outputs alongside before-and-after photos to track outcome variance.
Bryson DeChambeau Uses Deep Learning to Map 30 Body Points Per Swing
Google Cloud's system applies deep learning algorithms and proprietary 2D and 3D models to track more than 30 key points on the body, club, and ball. The model also records swing phases such as top of swing, impact, follow-through, and finish. Bryson DeChambeau is testing the system to refine his motion data.
Trackman Tracy Delivers AI-Driven Swing Feedback in Real Time
Trackman's Tracy tool runs AI models on radar and camera data to score swing segments and flag areas needing work. The system supplies clear training directives and augments coach input with data-backed recommendations. Golfers report shorter, more focused practice blocks after using Tracy.
Claude Now Operates Your Computer Directly
Anthropic added computer use to Claude 3.5 Sonnet. The model receives screenshots, then moves the mouse and types on the keyboard to complete tasks. Users access this feature free in the Claude web app at claude.ai.
Meta Hands Over a 405-Billion-Parameter Model for Free
Meta published Llama 3.1 405B under an open license. Anyone can download the full weights and run inference locally or on rented GPUs. No per-token charges apply.
Organic Search Traffic Declines Only 2.5 Percent Despite AI Overhype
Previsible analyzed Position Digital data covering February 2024 to November 2025 and found organic search traffic fell just 2.5 percent, not the 25 percent or 50 percent drops many forecasters claimed. The study focused on YMYL verticals and isolated AI-driven answer engines as the primary variable. No other traffic sources were conflated in the measurement.
Semrush Adds AI Visibility Toolkit While Figma Ships Prompt-Based Design
Semrush released the AI Visibility Toolkit that scans brand mentions inside ChatGPT, SearchGPT, Gemini, and Perplexity and returns share-of-voice scores. Figma introduced an AI feature that converts plain-language prompts into high-fidelity site layouts inside the same file. Both tools launched in late 2025 and integrate directly with existing Semrush and Figma workflows.
AI Now Standardizes Patient Assessment in Aesthetic Medicine
A panel of experts reached consensus on AI protocols that analyze gender, age, and ancestral markers to guide treatment plans. The tools generate culturally sensitive scoring models that replace subjective clinician judgment. Clinics using these systems report measurable gains in treatment consistency and outcome predictability.
Simulation Tech Lets Patients Preview Filler Results Before Treatment
Aura's AI engine builds 3D facial models and renders proposed filler placements or balancing adjustments in real time. Patients view side-by-side simulations of subtle versus aggressive changes. Practitioners at the NYC med spa report higher conversion rates and fewer post-treatment complaints.
Golf swing analysis now uses pose estimation models instead of human observation.
Bryson DeChambeau's system applies deep learning on 2D and 3D video frames. It tracks 30 skeletal keypoints across the body, club, and ball. The model labels phases including top of swing, impact, follow-through, and finish.