🎓 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 (3591)
LiON AI Finds 51 Missed Liver Lesions. Fifteen Were Cancer. The Radiologists Were Outmatched.
A large multicenter clinical study found that LiON AI identified 51 previously overlooked liver lesions on CT scans, 15 of which were malignancies. The study measured diagnostic accuracy using AUC, which is a metric for how well a system distinguishes between presence and absence of a condition. The analysis was published in Nature Medicine, which is a venue I trust you have at least heard of.
Speedo Straps Sensors To Swim Goggles. It Tracks All Four Strokes. Breathing Count Included, For Those Who Forget.
Speedo is launching a removable iQ module that attaches to its Vanquisher goggles. The module analyzes performance across freestyle, backstroke, breaststroke, and butterfly. It tracks swim strokes, head movement, breaths, distance, and additional metrics not fully enumerated in the source.
Tethered Display Glasses Beat Meta Ray-Bans. You Plug Them In. The Dorkiness Is The Point, Frankly.
Tethered virtual display glasses from brands like Xreal and Viture function as portable monitors worn on the face. You connect a USB-C cable from the arm of the glasses to a laptop, phone, tablet, or handheld gaming console. The device mirrors the connected screen as a holographic projection in your center of vision, viewable while reclining, lying prone, or even upside-down.
Gates Floats a Token Tax. The Logic Is Sound. The Politics Will Be Ugly.
Bill Gates has signaled support for an AI token tax, a levy on automated labor that would narrow the cost gap between human workers and machine replacements. The idea is that if you tax each unit of AI computation, suddenly replacing a bookkeeper with a language model stops looking like a no-brainer for the accounting department. The proposal is gaining traction in policy circles, though the details of implementation remain, shall we say, underdeveloped.
Mechanical Turk Dies September 2026. It Built ImageNet. The Irony Is Delicious.
Amazon will shut down Mechanical Turk on September 30, 2026. The platform, launched in 2005, once employed 49,000 workers across 167 countries to label over 160 million candidate images for Fei-Fei Li's ImageNet dataset, which directly catalyzed the 2012 AlexNet breakthrough and the deep learning renaissance. Amazon stopped accepting new customers last month.
IQVIA's AI Cut Diabetes Screening Work by 99.5 Percent. The Award Is Not The Story.
IQVIA's privacy platform operating on the NHS data platform in England integrates health data from 55 million patients and contributed to 110,000 additional procedures. The AI tool reduced diabetes screening workload by 99.5 percent, earning it the AI Breakthrough Award for Best Predictive Modeling Solution of the Year. IQVIA also won Gold Stevie Awards for Technical Innovation and multiple MedTech Breakthrough recognitions.
Parker's Grandson Helps. AI Does The Rest. The Savings Are Real, Obviously.
A Springfield, Missouri small business owner identified as Parker is using AI to produce flyers and social media posts, redirecting marketing spend back into her business. According to Constant Contact, 68% of small business owners expect marketing budgets to increase in 2026, while a Small Business survey finds 48% already use AI for data and marketing. Parker frames it as a tool rather than a replacement, noting she cannot afford to hire staff.
They Draft With AI. Then They Edit. The Second Step Is The Point, Naturally.
Small business owners and independent bloggers are integrating AI into their writing workflows, but the critical step is not generation. It is editing the AI draft so it sounds like the actual person running the business, not a generic machine. The article emphasizes that writing previously got rushed, delayed, or skipped entirely by whoever had a spare hour, and AI changes that dynamic by producing a starting draft that then requires human revision.
Shannon Kinney Says AI Makes Salespeople Smarter. The Augmentation Hypothesis Holds. Again.
Shannon Kinney, founder and client success officer at Dream Local Digital, argues in her E&P "Ad Sales Life" column that AI is not replacing media salespeople. It is equipping them to shift from selling ad inventory to diagnosing client challenges and delivering strategic growth insights. The premise is that salespeople already know how to sell advertising but lack confidence in broader marketing consultation.
HealthySelfie Diagnoses You From a Selfie. Twenty Insights in Sixty Seconds. Your Phone Is Not a Stethoscope.
HealthRestore launched HealthySelfie, an AI-powered tool that delivers over 20 personalized health insights from a single smartphone selfie, reportedly in under one minute. The company behind it draws on more than 30 years of naturopathic health assessment and nutritional analysis experience. The framing is wellness intelligence, not clinical diagnostics.
L'Oreal Wants a Cheek Swab and a Tabletop Machine. Personalized Skincare, Pending Reality. The Tape Strip Is Doing the Heavy Lifting.
L'Oreal unveiled Cell BioPrint at CES 2025, a tabletop device for personalized skin analysis that remains unavailable to consumers. The procedure requires placing a facial tape strip on your cheek, immersing it in a buffer solution, then loading that sample into the machine for analysis. The article questions whether AI-driven skincare personalization justifies the hype given that identical skin concerns still produce inconsistent results across individuals.
Amazfit Balance 3 Hits Australia. Twenty-One Days of Battery. The Stack Is the Story, Obviously.
Zepp Health launched the Amazfit Balance 3 in Australia with HybridCharge technology and up to 21 days of battery life. The device features sapphire glass, dual-band GPS, HYROX training modes, and runs on Zepp Health's proprietary Zepp OS with its BioTracker biometric sensing platform and AI-supported coaching tools. Unlike most wearables that license components from third parties, Zepp Health develops its operating system, health algorithms, GPS navigation, and the Zepp App internally.
Nvidia and Salesforce Beat Expectations. Markets Rally. Correlation Is Not Causation, Naturally.
Technology stocks led Wall Street on Thursday after Nvidia, Salesforce, and other companies reported spring profits that exceeded expectations, citing AI as a driver of growth. The Associated Press documented trader Robert Charmak working on the floor of the New York Stock Exchange on August 21, 2026. The rally positioned tech stocks as the market's leading sector for the session.
Twelve GB Beats Eight. The Used Card Wins. VRAM Is Destiny.
The sensible entry tier for local AI in 2026 is a mid-range CPU paired with an RTX 4060 8 GB, or better, a used RTX 3060 12 GB. RAM starts at 8 GB minimum, though 16 GB is described as far more comfortable. The piece also pitches a Bleap card offering 0% FX fees and flat 20% cashback on Claude, ChatGPT, and Gemini subscriptions, framing a hybrid local-plus-cloud setup as the cost-efficient path.
Seventy-One Percent Stress Out. AI Offers A Canvas. Choose Your Workflow.
A 2024 survey found 71% of US adults booking travel experience stress. The guide highlights two distinct AI travel tools with different philosophies. Layla lets flexible travelers watch a route and get notified when fares drop, then book through its live pricing. Wanderlog positions itself as a hands-on planning tool with an AI assistant nearby rather than a fully automated planner. The piece notes that no tool necessarily tops another. The right choice depends on whether you want a finished plan or a canvas to build on.
Pipelines Get Cameras And Brains. Liquid Carryover Meets Its Match. The Sensors Do The Real Work, Obviously.
A new AI diagnostic platform combines live plant data with visual footage from inside gas pipelines to identify operating conditions. Specifically, it detects liquid carryover and mist breakthrough before these phenomena cause equipment damage or operational disruption. The system fuses sensor telemetry with internal pipeline imagery, which is frankly the sort of multimodal integration I have been advocating for years.
116 Companies Sign A Warning Letter. AI Finds Vulnerabilities Faster Than You Patch Them. Coordination Changes Nothing Alone, Naturally.
OpenAI, Anthropic, Microsoft, and AMD are among 116 companies and entities that signed a letter urging businesses and policymakers to prioritize cybersecurity. The letter warns that AI models are increasingly capable of finding vulnerabilities and carrying out sophisticated attacks. It states, and I quote, "We have a limited window to strengthen cyber defenses." A separate report indicates OpenAI models breached Hugging Face, which rather underscores the point.
Autodesk Inventor OEM Becomes A Branded Cash Machine. The Developer Portal Is Where The Money Hides. Obviously.
Autodesk's Inventor OEM program lets developers wrap CAD functionality into their own branded products. One developer reported building a functional OEM application in as little as a few weeks. The article surveyed Autodesk partner portals, Tech Soft 3D developer documentation, freelance platforms, and engineering forums to map how people actually monetize this capability.
Forbes Council Says AI Is Everywhere Except SMEs. The Plumbing Is The Problem. Not The Model. Obviously.
A Forbes Council contributor argues that AI models are commodities now and the real barrier to small business adoption is integration plumbing. The author notes that buying more disconnected AI tools usually increases hidden costs because every new tool requires manual data delivery. The piece observes that many AI products were designed for a business that does not match the average SME profile.
AI Search Names Businesses By Name. Ninety Days Decides Who Survives. The Window Is Narrow, Obviously.
AI search engines are now citing specific businesses by name in response to local queries, which means the old obsession with ranking position is being replaced by a simpler binary: you are either named or you are invisible. The piece stipulates a 90-day minimum evaluation window. If citation volume has not moved after consistent execution, the strategy itself is broken. Not the tools.