🎓 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)
Ingredient engines now write the product list for each client
AI platforms scan active ingredients in existing skincare formulas and score them against conditions such as acne, hyperpigmentation, aging, and sensitivity. One example flags niacinamide for hyperpigmentation and hyaluronic acid for barrier repair. The PMC article tracks how these engines output personalized regimens in under 30 seconds per profile.
Golf Swing Data Turns Into an 8-Figure Acquisition
Bryson DeChambeau and investors bought Sportsbox AI in April for an undisclosed eight-figure sum. The company's 3D Golf app builds a motion-capture avatar from a user's swing using smartphone video. The system records more than 30 body, club, and ball keypoints to quantify swing mechanics.
Deep Learning Maps 30-Plus Points to Perfect the Swing
DeChambeau's AI system uses deep learning with proprietary 2D and 3D models to track over 30 keypoints on the body, club, and ball. It records swing phases including top of swing, impact, follow-through, and finish, then logs ball-flight outcomes. All processing runs on Google Cloud infrastructure.
Voice Mode Beats Text for Immediate AI Use
Ethan Mollick recommends starting with voice mode in the Gemini app or ChatGPT app and website. Claude's voice mode performs worse than both. The approach removes the need to type prompts and allows real time interaction.
Anthropic Adds Screen Control to Claude 3.5 Sonnet
The new computer use API lets Claude 3.5 Sonnet move the mouse, type text, and click inside applications on your desktop. Developers send screenshots and instructions through the Anthropic SDK; the model returns coordinate-based actions that execute in a sandboxed environment. This removes the need for brittle scripts when handling data entry or browser workflows.
Meta Releases Full Weights for Llama 3.1 405B
Meta published the complete parameter set for the 405-billion-parameter Llama 3.1 model under a permissive license. Users can now download the weights from Hugging Face and run inference on a single 8xH100 node or via hosted endpoints that charge under one cent per thousand tokens.
Separate probabilistic AI from deterministic automation in SEO workflows
HubSpot recommends using probabilistic tools for ideation and exploration because their built-in variation generates multiple angles. For repetitive tasks such as site crawls, rank tracking, schema validation, and broken link checks, deterministic automation is preferred since outputs are verifiable. The source is the HubSpot marketing blog at https://blog.hubspot.com/marketing/ai-seo.
Track actual organic traffic movement before declaring SEO dead
Previsible's December 2025 analysis of 150-plus AI SEO statistics found organic search traffic declined only 2.5 percent between February 2024 and November 2025. The report covers YMYL verticals and counters claims of 25-50 percent drops. Full dataset is at https://www.position.digital/blog/ai-seo-statistics/.
AI ingredient analysis builds personalized regimens from clinical data.
The PMC article details platforms that scan active components in products and score efficacy for acne, hyperpigmentation, aging, and sensitivity. One example system flags niacinamide for pigment reduction and hyaluronic acid for hydration metrics. The method cross-references peer-reviewed studies rather than marketing claims.
Simulation tech lets med-spas preview filler outcomes before the needle.
Aura’s AI system renders 3D facial models that display projected volume changes from dermal fillers and balancing procedures. Practitioners adjust parameters such as filler volume in milliliters and instantly show patients the simulated result. The platform also layers longevity diagnostics that correlate skin biomarkers with treatment durability.
Bryson DeChambeau Turns to Deep Learning for Swing Analysis
The system uses deep learning algorithms with proprietary 2D and 3D models to track over 30 key points on the body, club, and ball. It records swing phases including top of swing, impact, follow-through, and finish, then logs shot outcomes. Source: Google Cloud Blog.
Bryson DeChambeau Buys Sportsbox AI to Scale 3D Coaching
In April, Bryson DeChambeau led investors in acquiring Sportsbox AI for an undisclosed eight-figure sum. The company's 3D Golf app converts a phone video into a motion-capture avatar that displays swing mechanics. Source: CNN Business.
Anthropic Gives Claude 3.5 Sonnet a Mouse and Keyboard
Claude 3.5 Sonnet now uses the computer use API to move the cursor, click, type, and scroll on a real desktop. The model receives screenshots at 1280x800 resolution and outputs structured actions such as left_click[x=450,y=320] or type[text='invoice_2024']. Early tests show it completing multi-step spreadsheet edits and web form submissions without custom scripts.
Meta Drops the 405-Billion-Parameter Llama 3.1 for Free Commercial Use
Meta published Llama 3.1 405B weights under a commercial license that permits fine-tuning and redistribution. The model runs on eight H100 GPUs with 80 GB each using 4-bit quantization, reaching 74.8 percent on MMLU and matching or exceeding GPT-4 on several academic benchmarks.
AI SEO: Delegate Repetitive Crawls to Machines and Reserve Human Judgment for Strategy
HubSpot recommends running site crawls, rank tracking, schema validation, and broken link checks with AI because these tasks reward speed. Content briefs, competitor analysis, and keyword clustering still require human oversight when voice or strategic positioning matters. The workflow splits tasks by whether they need pattern matching or editorial judgment.
AI Marketing Tools in 2026: Track Mentions in LLMs the Same Way You Track SERPs
Semrush AI Visibility Toolkit scans brand presence inside ChatGPT, SearchGPT, Gemini, and Perplexity and returns visibility scores plus citation sources. Figma AI accepts text prompts to generate new web page layouts and component libraries. The article evaluates both tools on concrete output quality rather than marketing claims.
AI Imaging Tools Now Standard for Med Spa Consultations
Clinics deploy 3D facial mapping software, virtual before-and-after planners, and AI diagnostic apps such as Haut.AI and Perfect Corp. These systems scan skin, simulate outcomes, and generate treatment plans in one session. The process replaces manual charting and shortens consultation time.
AI Ingredient Engines Build Custom Skincare Formulas
Platforms parse product databases, match active compounds to conditions such as acne or hyperpigmentation, and output ranked ingredient lists. One example flags niacinamide for pigment reduction and hyaluronic acid for barrier repair. The output includes concentration ranges and usage order.
New algorithm slashes AI energy consumption by two orders of magnitude while raising accuracy
Researchers replaced dense matrix multiplications with sparse, event-driven updates that fire only when activation thresholds are crossed. On standard language-model benchmarks the method cut energy per inference from 3.2 joules to 0.03 joules and lifted accuracy from 78.4 percent to 81.1 percent.
Hybrid light-matter quasiparticles promise faster, cooler AI accelerators
Penn physicists coupled photons to excitons inside a 2-D perovskite microcavity to form polaritons whose collective spin processes matrix multiplications at 1.2 picoseconds per operation. Early prototypes show 40 times lower heat dissipation than equivalent electronic tensor cores.