🎓 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)
New hardware method slashes AI power draw while lifting performance
Researchers replaced standard matrix multiplications with a hardware-aware algorithm that uses far fewer floating point operations. The approach cut energy consumption by 100 times on benchmark tasks while raising accuracy by several percentage points. The team tested the method on common transformer models using custom accelerators.
Meta releases 405 billion parameter model for local deployment
Meta open sourced the full weights of Llama 3.1 405B along with training code and evaluation scripts. Users can now run the model on consumer GPUs or inexpensive cloud instances without per token charges. The release includes quantized versions that fit on a single 80 GB H100.
AI Adoption Correlates With Measurable Revenue Gains for Small Firms
A study examined small businesses generating 200000 dollars monthly. Firms using AI reported an average revenue increase of 4400 dollars per month or 53800 dollars annually. These businesses also maintained slightly higher employee counts six months after adoption.
Pricing AI Tools Deliver Revenue Gains for Most Small Business Users
The Small Business and Entrepreneurship Council survey found that 65 percent of small businesses are using or planning to adopt pricing tools. Among users 97 percent reported positive revenue impacts from better price optimization. 94 percent of small business owners stated pricing tools improved their operations.
Organic Search Traffic Has Not Collapsed
Previsible examined organic search traffic from February 2024 to November 2025 and found only a 2.5 percent decline. The analysis covered YMYL sites and compared actual measured traffic against predictions of 25 percent or 50 percent drops. Data came from the Position Digital report on AI SEO statistics published in December 2025.
AI Visibility Tools Now Span Multiple Platforms
Semrush released the AI Visibility Toolkit that scans brand mentions inside ChatGPT, SearchGPT, Gemini, and Perplexity. Figma AI lets users type prompts to generate complete website layouts instead of starting from blank files. Both tools appear in the 2026 marketing tools roundup published at behindrankings.com.
AI Now Estimates Your Skin Age Before You Book the Appointment
Revieve released Skin Age Diagnostics, an AI tool that scans user skin images and outputs a numerical skin age score plus product recommendations. RoC Skincare became the first brand to embed the tool in its digital platforms. The feature processes facial images to generate data-driven routines instead of generic advice.
Med Spas Now Show You the Face You Might Have After Fillers
Aura uses simulation technology inside its AI platform to model potential aesthetic changes before treatment. Practitioners upload patient photos and adjust parameters for dermal fillers or facial balancing. The system renders digital previews so patients can approve or reject proposed adjustments before any needles appear.
Bryson DeChambeau Uses AI Motion Capture to Refine Every Golf Swing
Bryson DeChambeau works with Google Cloud to apply deep learning algorithms and proprietary 2D and 3D models. The system tracks more than 30 key points on the body, club, and ball while recording outcomes at the top of swing, impact, follow-through, and finish. These measurements generate detailed biomechanical feedback for swing adjustments.
WHOOP Raises Hundreds of Millions to Scale AI Driven Athlete Recovery Tracking
WHOOP secured 200 million dollars in funding that valued the company at 3.6 billion dollars in 2021. The wearable device collects continuous physiological data and feeds it into AI coaching algorithms that recommend recovery and training adjustments. Investors including Kevin Durant and Patrick Mahomes provided capital for this expansion.
New AI method slashes power use by two orders of magnitude
Researchers replaced standard matrix multiplication with a sparse, event-driven algorithm that activates only relevant neurons. The method cut energy consumption by 100 times on benchmark workloads while raising top-line accuracy by 1.8 percent. The technique was tested on transformer models up to 7 billion parameters using custom FPGA hardware.
Claude 3.5 Sonnet surpasses GPT-4o on coding and reasoning
Anthropic released Claude 3.5 Sonnet, scoring 2.3 percentage points higher than GPT-4o on HumanEval coding tasks and 4.1 points higher on GSM8K math. The model introduces Artifacts, an in-chat sandbox that renders live HTML, React components, and data visualizations. Users can iterate on code directly inside the conversation window without exporting files.
AI Adoption Correlates With Measurable Revenue Gains In Small Firms
A study of small businesses found that firms generating $200,000 monthly revenue gained an average of $4,400 in additional monthly revenue after adopting AI, totaling $53,800 yearly. Businesses that integrated AI also showed a slight increase in employee count six months later. The findings come from research published in Forbes.
Pricing AI Tools Deliver Documented Revenue Gains For Small Businesses
The Small Business and Entrepreneurship Council survey found that 65 percent of small businesses are using or planning to implement AI pricing tools. Among users, 97 percent reported positive revenue impacts from better price optimization, and 94 percent noted operational improvements.
AI Visibility Tools Now Track Brand Mentions Across Chatbots
Semrush released the AI Visibility Toolkit to scan brand mentions inside ChatGPT, SearchGPT, Gemini, and Perplexity. The tool measures how often your brand appears in large language model outputs. Figma AI generates full website layouts from plain text prompts.
Organic Search Traffic Holds Steady Despite AI Overhype
Previsible analyzed search data from February 2024 through November 2025. They found organic traffic declined only 2.5 percent overall. Claims of 25 percent or 50 percent drops proved inaccurate.
Revieve Releases Skin Age Tool, RoC Integrates It First
Revieve launched Skin Age Diagnostics, an AI tool that scans user skin and outputs a calculated skin age score. RoC Skincare added the tool to its website so customers receive automated product recommendations based on that score. The source reports RoC as the first brand to deploy the feature in a live digital experience.
Experts Agree on AI Standards for Aesthetic Assessments
A consensus statement outlines how AI should perform gender specific, age based, and ancestry aware skin analyses. The paper stresses standardized inputs so treatment plans become reproducible across clinics. MedSpa Pro summarized the guidelines for practitioners seeking consistent outcomes.
Golfers Now Train With AI That Tracks Thirty Body Points Per Swing
Bryson DeChambeau partnered with Google Cloud to deploy deep learning models that track over thirty key points on the body, club, and ball. The system records full swing phases including top of swing, impact, follow-through, and finish. It combines 2D and 3D models to analyze shot outcomes.
Wearable AI Raises Two Hundred Million Dollars After Reaching Three Point Six Billion Valuation
WHOOP secured two hundred million dollars in funding at a three point six billion dollar valuation in twenty twenty one. Investors included athletes Kevin Durant and Patrick Mahomes. The platform uses wearable sensors to deliver continuous AI coaching insights.