🎓 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)
How Elite Sports Teams Use Sensor Data to Justify Nap Rooms and Sleep Coaches
Teams deploy GPS vests from Catapult Sports to measure running load and WHOOP straps to track recovery metrics. They also install hydration patches that record sweat composition and electrolyte loss. These data streams now support hiring dedicated sleep coaches and building nap rooms at training facilities.
How Budget Platforms Give Smaller Teams Access to Former Elite-Only Analytics
Hudl and Catapult now offer scaled-down versions of their video and GPS analytics to schools and clubs with limited budgets. Decathlon integrates AI chips into affordable wearables sold in emerging markets. These tools previously existed only for top professional squads.
New Hardware Trick Slashes AI Power Draw
Researchers replaced dense matrix multiplications with sparse, low-precision operations on neuromorphic chips. The method cut energy consumption by a factor of 100 while raising ImageNet top-1 accuracy from 76.2 percent to 78.4 percent.
Claude Now Moves Your Mouse
Anthropic added a computer-use API to Claude 3.5 Sonnet. The model receives screenshots and issues mouse coordinates plus click commands through a virtual desktop. Early testers automated spreadsheet entry and web-form population in under ten seconds per record.
AI search is now about recommendations, not rankings
Forbes Agency Council reports marketers are testing names like AEO, AI SEO, and GEO for this change. The real shift is that search engines now recommend answers rather than list ranked pages. The article stresses that behavior matters more than the chosen acronym.
Organic traffic held steady despite AI search fears
Previsible analyzed 150 plus AI SEO statistics in December 2025. Their data showed organic search traffic fell only 2.5 percent from February 2024 to November 2025. The report also notes YMYL sites require stronger expertise signals to maintain visibility under AI systems.
Revieve Builds an AI Scanner That Reads Skin Age Instead of Guessing
Revieve released Skin Age Diagnostics, an AI tool that scans a user photo and outputs a calculated skin age score along with product recommendations. RoC Skincare integrated the scanner into its website and mobile app so customers receive data-driven routines instead of generic suggestions. The system uses computer vision models trained on dermatology datasets to compare skin texture, pigmentation, and elasticity against age-matched benchmarks.
Aura Med Spa Uses AI Simulation to Preview Filler Results Before Any Needle Touches Skin
Aura Med Spa runs longevity diagnostics that include 3D facial simulation software allowing patients to see projected outcomes of dermal fillers and facial balancing procedures. The system renders multiple treatment scenarios so patients can compare subtle volume changes without committing to an appointment. Practitioners adjust parameters such as filler volume in milliliters and placement vectors to generate these visual forecasts.
Bryson DeChambeau Uses Google Cloud AI to Track 30 Body Points for Golf Swing Analysis
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 during the swing phases of top of swing, impact, follow-through, and finish. It records shot outcomes to refine performance metrics.
Professional Sports Teams Deploy GPS Vests and Hydration Sensors to Optimize Athlete Recovery
Teams use WHOOP bands to measure sleep quality and recovery scores, then justify hiring sleep coaches and building nap rooms. They also attach GPS vests from Catapult Sports to track running load and deploy smart hydration patches to monitor sweat and electrolyte loss. These tools generate daily metrics that guide training load decisions.
Voice Mode Beats Typing When You Need Speed
Ethan Mollick recommends starting with voice mode in the Gemini app or the ChatGPT app and website. Claude's voice mode performs noticeably worse than the other two systems. Users speak naturally and receive spoken replies without typing prompts.
Researchers Slash AI Energy Consumption by Two Orders of Magnitude
A research team replaced standard dense matrix multiplications with sparse activation patterns and custom low-precision arithmetic. The method reduced energy draw by a factor of 100 while raising top-1 accuracy on ImageNet by 1.8 points. They validated the gains on a 7-billion-parameter transformer running on a single A100 GPU.
Anthropic Releases a Free, State-of-the-Art Coding Model
Anthropic published Claude 3.5 Sonnet, an updated transformer that outperforms GPT-4o on HumanEval coding accuracy by 8.4 points and on GSM8K math by 6.2 points. The model is offered at no charge through the claude.ai web interface with a 200-thousand-token context window.
AI Adoption Adds Measurable Revenue to Small Operations
A study of small businesses found that a firm earning $200,000 monthly gained an average of $4,400 in extra revenue each month after adopting AI, equaling $53,800 annually. Companies using AI also showed a modest increase in staff six months later. The research tracked revenue and employment changes tied directly to AI implementation.
Pricing Tools Deliver Revenue Gains for Most Small Firms
The Small Business and Entrepreneurship Council survey showed that 65 percent of small businesses are using or planning AI pricing tools. Among current users, 97 percent reported positive revenue effects from better price optimization and 94 percent noted improved outcomes. The poll measured adoption rates and self-reported financial results.
AI Skin Age Tool Gives Brands Data Driven Recommendations
Revieve released Skin Age Diagnostics, an AI tool that calculates skin age from images and outputs personalized care plans. RoC Skincare integrated the tool into its digital experience to deliver automated recommendations. The system uses computer vision to analyze skin texture, tone, and wrinkles.
Longevity Clinic Uses AI and Imaging for Early Detection
Fountain Life combines AI analysis, genomics testing, and full body imaging to detect health issues before symptoms appear. The clinic creates personalized treatment plans that include preventive protocols and holistic wellness strategies. This model focuses on proactive care rather than reactive treatment.
AI Tracks Swing Mechanics in Real Time
Bryson DeChambeau uses Google Cloud tools with deep learning algorithms and proprietary 2D and 3D models to track over 30 key points on the body, club, and ball. The system records outcomes at stages such as top of swing, impact, follow-through, and finish. Data from these models feeds directly into performance adjustments.
AI Sensors Drive Recovery and Load Decisions
Elite sports teams use WHOOP bands along with Catapult GPS vests to collect data on sleep, running load, and sweat composition. Hydration patches add electrolyte readings that inform nap schedules and training volume. These combined sensor outputs justify dedicated sleep coaches and on-site nap rooms.
Voice Input Beats Typing When Starting with AI
Ethan Mollick recommends beginning AI sessions in voice mode through the Gemini app or ChatGPT app and website. These two platforms currently deliver the strongest voice implementations, while Claude's version lags behind in quality and responsiveness. Users simply speak their prompts instead of typing, which lowers friction and speeds up iteration.