🎓 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 (2334)
Bryson DeChambeau Turns Swing Data into Machine Learning Feedback Loops
Google Cloud's system uses deep learning with proprietary 2D and 3D models to track over 30 body, club, and ball keypoints. It records swing phases including top of swing, impact, follow-through, and finish, then logs shot outcomes for pattern analysis.
Sports Teams Replace Spreadsheets with Real-Time AI Event Detection
Teams deploy computer vision pipelines plus wearable sensors to log speed, distance, acceleration, and positional heatmaps at sub-second intervals. AI models then classify player positioning and tactical sequences from the raw spatiotemporal streams.
Sony Builds a Robot That Beats Pros at Their Own Game
Sony AI published work in Nature describing Ace, an autonomous robot that uses reinforcement learning plus advanced sensors to outperform professional athletes in dynamic physical tasks. The system learns through repeated real-world trials rather than scripted movements. It marks a shift from simulation-heavy training to direct interaction with unpredictable environments.
Penn Researchers Build Light-Based Particles to Cut AI Power Use
University of Pennsylvania scientists created hybrid light-matter quasiparticles called polaritons that perform matrix multiplications with photons instead of electrons. The method replaces certain electronic operations with optical computing, reducing energy per calculation by orders of magnitude. Early tests show inference speeds increase while heat output drops sharply.
AI Now Reads Skincare Formulas to Pick Your Actives
AI platforms scan ingredient lists and match them to skin concerns like acne or hyperpigmentation. They suggest niacinamide for pigmentation and hyaluronic acid for hydration. The PMC study reviews these decision systems and their data sources.
AI Skincare Consults Replace Office Visits for Anti Aging
AI systems combine genetic test results with remote analysis to prescribe anti aging regimens. No travel or appointment is required. The article from Doctors Best Wellness outlines this DNA plus AI workflow.
Bryson DeChambeau Trains Swing Mechanics with Google's 3D Pose Tracker
Google Cloud's system runs deep learning models that detect over 30 body, club, and ball keypoints in both 2D and 3D video frames. It labels swing phases such as top of backswing, impact, and finish, then records ball flight outcomes for each repetition.
WHOOP Valuation Hits $3.6 Billion on AI-Driven Recovery Scores
WHOOP raised $200 million in 2021 at a $3.6 billion valuation after its strain-and-recovery algorithm processed nightly heart-rate-variability data from over 100,000 athletes. Kevin Durant and Patrick Mahomes joined as investors.
Hybrid polaritons promise faster, cooler AI hardware
Penn researchers formed polaritons by coupling photons with excitons in a layered semiconductor microcavity. The resulting light-matter quasiparticles carry information at near-light speed while dissipating far less heat than electron currents. Early tests showed sub-picosecond switching at femtojoule energies, suggesting a path to replace selected electronic gates in neural accelerators.
Vertical stacking removes the memory wall in AI chips
Engineers at imec and CEA-Leti bonded a 16-layer memory tier directly atop a logic tier using hybrid copper-to-copper vias 300 nm in diameter. The 3D path cuts average data-travel distance from 2 mm to 40 µm, raising effective bandwidth to 4 TB/s while lowering access energy to 0.3 pJ/bit. A prototype ResNet-50 inference run completed in 11 ms at 185 mW.
AI Simulation Turns Med Spa Consults Into Predictive Visuals
Aura deploys simulation technology that models dermal filler placement and facial balancing adjustments on patient images. Practitioners upload a scan, adjust parameters for volume and symmetry, then generate before-and-after renders for immediate review. The Forbes profile reports this workflow is live inside the New York City med spa described in the March 2026 article.
AI Plus Genetic Testing Builds DNA-Level Anti-Aging Plans
The Doctors Best Wellness protocol combines AI analysis with consumer genetic tests to generate personalized anti-aging skincare regimens. The system ingests SNP data, cross-references it against ingredient libraries, and outputs product stacks plus treatment schedules without requiring an in-person appointment. The article states the resulting plans are delivered remotely after the genetic kit is processed.
Bryson DeChambeau Uses Google Cloud Vision Models to Dissect Every Golf Swing
DeChambeau's system deploys deep learning on Google Cloud with proprietary 2D and 3D models. It tracks over 30 body, club, and ball keypoints and labels swing phases such as top of backswing, impact, and finish. Shot outcome data are logged automatically for each repetition.
WHOOP Raises 200 Million Dollars on 3.6 Billion Valuation to Scale AI Coaching Wearables
WHOOP closed a 200 million dollar round at a 3.6 billion dollar valuation in 2021. The platform aggregates heart rate variability, sleep, and strain metrics from its strap. Professional athletes Kevin Durant and Patrick Mahomes are listed as backers and active users.
Meta Releases 405 Billion Parameter Llama 3.1 as Open Weights
Meta published the full weights for Llama 3.1 405B. The model matches or exceeds GPT-4 on standard benchmarks and runs on single H100 GPUs or consumer 8x RTX 4090 rigs. Users avoid per-token API charges and proprietary rate limits.
Penn Researchers Build Hybrid Light-Matter Particles for Low-Energy AI Chips
University of Pennsylvania physicists created polaritons, quasiparticles that combine photons and excitons, inside a specially engineered microcavity. The device performed matrix multiplications at 0.3 femtojoules per operation, roughly 100 times lower energy than current electronic accelerators. The work targets replacement of electronic multiply-accumulate units in transformer inference pipelines.
AI Replenishment Models Lift Retail Margins
FLO deployed AI-driven replenishment algorithms that raised on-shelf availability from 71 percent to 94 percent and cut out-of-stocks from 15 percent to 3 percent. The system produced a 2.7 percent revenue gain while operating inside already thin retail margins.
Pricing Engines Deliver Measurable Revenue Uplift
The Small Business and Entrepreneurship Council survey shows 65 percent of small firms now use or plan to adopt AI pricing tools. Among adopters, 97 percent report positive revenue impact and 94 percent confirm improved price optimization outcomes.
Jasper Ships Purpose-Built Agents for Full Marketing Workflows
Jasper launched a library of specialized AI agents that handle SEO content, campaign execution, email, social media, personalization, and research. Each agent loads brand context automatically and runs complete workflows rather than single tasks. The platform is available at https://www.jasper.ai/.
New Data Shows Organic Search Traffic Barely Dipped in 2025
Previsible analyzed 150-plus AI SEO statistics and found organic search traffic fell only 2.5 percent from February 2024 to November 2025. The study covered YMYL sites and contradicted claims of 25-50 percent declines. Full report is at https://www.position.digital/blog/ai-seo-statistics/.