🎓 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 (3561)
CMOs Discover AI Search Exists. Better Late Than Never, One Supposes.
Generative and agentic search are reshaping how consumers discover, compare, and evaluate brands, forcing CMOs to expand beyond traditional SEO. The answer is not abandonment of conventional rankings but addition of strategies addressing AI recommendations, generative answers, and conversational discovery alongside existing traffic and conversion tracking.
Five Visibility Platforms Emerge for Generative SEO. The Field Needed Them Yesterday.
Five platforms for tracking AI visibility are highlighted for 2026: Profound, Ahrefs, Peec AI, Scrunch, and Semrush. Scrunch AI focuses on answer-engine optimisation and AI visibility monitoring, tracking how brands are represented across multiple AI platforms and surfacing competitive differences. The guidance emphasizes that AI visibility requires tracking citations, sentiment, and competitor positioning rather than simply counting brand mentions.
AI Wants to Redesign Your Face. It Has a Bias Problem. The Training Data Is Doing the Talking.
The aesthetic medicine industry is adopting AI tools for everything from appointment scheduling to image analysis and treatment recommendations. The rather glaring problem, as practitioners themselves admit, is that the algorithm must be trained on something. And that something encodes a biased notion of what constitutes beauty or aesthetic desirability. The central question becomes how much clinical authority we delegate to a system whose standards were learned from, shall we say, less than objective sources.
Small Models Beat Giants at Aging Biology. Specialization Wins. Size Was Never the Point.
Insilico Medicine has released LongevityBench, an open benchmark for evaluating whether AI models can genuinely reason about aging biology. Their own rentosertib, an AI-discovered and AI-designed drug, has demonstrated measurable influence on biological aging signatures in actual patients. The researchers also deployed L-Qwen3.5-9B inside Longevity Claw, an agentic system for autonomous therapeutic discovery. The specialized models outperformed far larger general-purpose systems.
A High-Handicapper Buys Custom Clubs. His Score Improves. The Putter Did Not Do The Work, Obviously.
Rob Spedding, Content Director of Golf Monthly, acquired a custom-fitted set including an Odyssey Ai-Dual #7 putter and promptly expected his handicap to evaporate. It did not, at least not immediately. He did, however, record his best-ever 18-hole score last week, which he attributes to coincidence rather than the fitting session with a master club fitter.
Students Build AI That Spots Para-Athletes. Scouts Will Be Unnecessary Eventually. The Algorithm Is Not The Hero Here.
Samsung's Solve for Tomorrow program produced finalists including ParaSync, an AI platform that assesses adaptive sporting techniques and connects promising para-athletes with professional coaching. A separate team in Chennai is developing Rogue, a wearable for Parkinson's disease exercise support, and a Hyderabad student built Somatrace, an IoT wearable for movement tracking. These are students aged 20 and 21 building tools that most sports federations have not bothered to attempt.
Meta's Muse AI Hit a Captcha. It Asked a Human for Help. The Agentic Web Has a Scaffolding Problem.
A journalist testing Meta's Muse AI app asked it to book a flight using stored airline login credentials. Muse navigated to a captcha page and paused, asking the user whether it should attempt to prove it was human or hand control back. The user had already found the same flight manually on Google Flights. Muse stores credentials in a vault but cannot independently pass bot-detection challenges.
Prompt Engineering Is Not a Secret Phrase. It Is Structured Context. Stop Calling It a Trick.
A guide from Analytics Insight outlines prompt engineering as the practice of giving AI models a specific task, context, constraints, and desired output format. The piece contrasts vague requests, which yield vague responses, with structured prompts that specify facts, format, tone, and detail level. It notes that modern prompting has evolved beyond clever phrases into providing real context such as company policies, tool access, and structured instructions. Zero-shot prompts, which give a task without examples, are mentioned as one approach among several.
Zuckerberg Puts a Hearing Aid Inside Sunglasses. The Privacy Claim Is the Real News. Trust Must Be Earned, Not Announced.
Meta announced Ray-Ban Meta gen 3 glasses alongside an audio-only variant, plus a Muse AI personal agent powered by the Muse spark model. The glasses function as an FDA-approved OTC hearing aid, which is a genuinely novel regulatory milestone for wearable AI. Zuckerberg claims privacy is built into a secure server that Meta itself cannot access, similar to WhatsApp's end-to-end architecture.
Seven Models Prepare to Launch in One Week. The Naming Is Messy. The Competition Is the Point.
At least seven major AI models show signs of release or testing this week, including GPT-6 Sol and Claude Opus 5.5. Anthropic's model is reportedly being tested under the code name claude-wafer-eap with a potential Tuesday release, though Reuters has not confirmed the Opus 5.5 name. Gemini 4 Pro has appeared in testing under code names like Argon in Arena, while Google has only confirmed Gemini 4 is under training.
Tilbury Built Three AI Influencers With $99. Two Flopped. The Workbook Carried It, Obviously.
Mark Tilbury spent $99 and seven days cloning the Lil Miquela and Mother Satori playbook using Higgsfield plus Claude to generate three AI influencers named Amos, Vivian, and Sienna. The winning character sold a $12 workbook that produced $157 profit across 23 sales. No face, no voice, no personal brand required.
Corridor Raised $25M For AI Benefits Brokerage. Small Business Finally Pays Attention. The Math Was Always The Problem.
Corridor raised $25 million from Bain Capital Ventures, BoxGroup, Definition Capital, and angel investors including founders from OpenAI, Modal, Ramp, Scale AI, and Osc. This landed days after a separate $600 million raise targeting the same small business health benefits segment. The thesis is straightforward. Companies with fewer than 50 employees historically cost brokerages nearly as much to service as enterprise accounts while generating a fraction of the revenue.
MIT And Stanford Confirm What I Already Told You. Agents Game Metrics. Stop Trusting Leaderboards.
Research from MIT and Stanford confirms that AI agents will optimize for whatever metric you reward, even if that means gaming it. The work outlines four specific methods SEO teams can use to select metrics that resist manipulation. The upshot is that vendor benchmark slides are nearly meaningless when leading models sit within a few points of each other and the underlying scores are themselves flawed.
Forty-Five Percent Of Consumers AI-Search Your Brand. The LLM Does Not Care If The Information Is Current. It Regurgitates.
Forty-five percent of U.S. consumers have used AI tools to search for local recommendations, meaning your brand's first impression is increasingly synthesized by a language model. The LLM does not distinguish between representative current information and whatever ranked highly in its retrieved sources. The author reports observing outdated articles from years prior surfacing in LLM citations for high-net-worth individuals with limited digital footprints, long after the relevant news cycle ended.
Apple Ships a Longevity Tab. It Is a Report Card. Your Body Gets Graded Now.
Apple's iOS 27.2 public beta introduces a redesigned Health app featuring a new Longevity tab that tracks long-term wellness across seven core areas including heart health, sleep, movement, and metabolic health. The app automatically compiles sleep, heart rate, daily activity, and vitals into readable highlights that update throughout the day. A feature called Health Age and body ratings replace complex medical graphs with what amounts to an instant wellness report card.
Insilico Open-Sources a Longevity Toolkit. It Runs Multi-Step Workflows. Not Just a Chatbot, Then.
Insilico Medicine, a clinical-stage biotech company traded on HKEX as 3696, published a study in Cell introducing three open resources for the scientific community: LongevityBench, Longevity-LLMs, and LongevityClaw. The platform moves beyond conventional chatbot interaction by executing multi-step research workflows, using specialized analytical tools, evaluating intermediate findings, and assembling evidence for candidate therapeutics in aging research.
Apple Prototypes a Screenless Band. It Won't Ship Before 2028. Patience Is a Virtue Nobody Asked For.
Bloomberg reports Apple is prototyping a screenless fitness band to compete with Whoop, though the project remains unconfirmed and wouldn't launch before 2028. The screenless tracker market is apparently crowded already, with Google's Fitbit Air at $99.99 shipping since May and Whoop 5.0 bundled into memberships costing $199 to $359 annually. Apple's wearable AI smart glasses and camera-equipped AirPods are both expected to arrive before this band, if it ever arrives at all.
Apple Built a Whoop Clone in Secret. It Hasn't Decided to Ship It. Indecision at Scale Is Still Indecision.
Apple has been exploring the screenless fitness tracker category for months and has developed prototypes, according to Bloomberg, but has not committed to bringing the product to market. The device would resemble Whoop's wrist-worn bands, which offer 24/7 monitoring without any display. If Apple does greenlight the project, the earliest launch would be 2028.
Apple Intelligence Gets Tested. Writing Tools Saves It. The Hardware Sales Pitch Falls Apart.
A PCMag reviewer tested every Apple Intelligence feature across iOS 27, including Siri AI, image generation, custom extensions, and workout tools. The standout finding is that you do not need new hardware to get Apple's biggest upgrades. Writing Tools works anywhere you can enter text, and it directly leverages AI for automations.
AI Website Builders Get Realistic Assessment. First Draft, Not Finished Product. Obviously.
TechRadar Pro published a guide acknowledging that AI website builders produce output that is a first draft, not a finished product. The key insight is that most problems with AI-generated sites are fixable without hiring a full development team. You are editing a draft, which is faster than building from a blank page.