🎓 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 (3609)
Your expensive AI subscription is almost certainly wasted money, and the benchmarks are lying to you
PCMag argues that for most users, the latest premium models from OpenAI, Anthropic, and Google deliver negligible practical benefit over cheaper or free alternatives. The piece specifically exempts two use cases: 'vibe coding' and generating high-quality media. For everything else, prompt quality matters more than model vintage.
Well, Actually, Your 'Side Hustle' Can Build Itself Now. Let Us Examine How.
The source describes using AI to create digital products for supplementary income. It emphasizes streamlining research and content creation through unspecified AI tools. The case study appears to be hosted at a staging domain, which is... not ideal for citation purposes.
Small Firms Deploy Chatbots. Large Firms Spend More. The Outcome Is... Comparable. Fascinating.
Small businesses use ChatGPT and AI chatbots to match larger competitors without substantial expenditure. The source specifies practical strategies that are operational today. No exact dollar figures or company names are provided in the available material.
Well, Actually: Another 'Best Of' List Crowns a Shopify SEO Winner, and the Criteria Are Telling
MarketRank, an independent marketing technology rating program, ranked Ryze AI first among SEO tools for Shopify brands in Australia for 2026. The review distinguished between Ryze AI's whole-store system approach versus smaller-shop-focused apps. The source did not specify rating methodology or competitor names.
The Technology Is Fine. Your Workflow Is the Problem. A Forbes Council Post States the Obvious.
A Forbes Business Council post argues that marketing leaders fail to capture AI value because they do not redesign workflows around the technology. The source did not specify particular redesign frameworks or case study results.
Well, Actually: Your Face Is Now a Data Problem
The blog MakeupCheckAI proposes an AI beauty system that generates personalized reports and tutorials for skincare, makeup, and hair routines. The system purportedly analyzes individual facial features to customize recommendations. The source describes this as a transformation of beauty through algorithmic personalization. It offers no specific accuracy metrics, user numbers, or clinical validation.
Well, Actually, Your Local Cricket Club Is About to Have Better Analytics Than the Premier League
Superstat, an AI amateur sport analysis startup, has raised $3.5 million in pre-Seed funding. The round was led by Blackbird, with participation from Blinq founder Jarrod Webb and the founders of Mindset Health. The company presumably applies computer vision and machine learning to amateur sporting footage, though the source does not specify exact tools or methods.
Well, Actually, Lucas Glover's Shoeless Protest Teaches Us That Even Professionals Misuse Technology
Lucas Glover, former U.S. Open champion, removed his shoes after holing a birdie putt during the final round of the 3M Open. This was, by his own explanation, a protest against the AimPoint green-reading method employed by playing partner Sungjae Im. Glover found Im's pacing and straddling of his putting line distracting and slow, and the barefoot display was his theatrical objection.
Well, Actually: A Machine Wrote the Bestseller, and the Sky Has Not Fallen
Daggermouth, a novel, has reached the New York Times bestseller list. It is partly written by a chatbot. The Atlantic reports this may signal what comes after so-called 'AI slop'.
Microsoft Discovers Cybersecurity, Releases Model to Prove It
Microsoft launched its first AI security model and a new agentic cybersecurity system this week. The company also released a new security platform alongside these offerings. Details on architecture, training data, or specific capabilities remain unspecified in available reporting.
Well, Actually: A Smaller Model Scores 96% and the Routing Thesis Is the Real Story
Microsoft's MAI-Cyber-1-Flash achieved 96% on the CyberGym benchmark at half the cost of larger alternatives. The source notes this benchmark is unverified. The underlying routing mechanism, not the raw score, represents the substantive technical contribution.
Well, Actually: Four Side Hustles Earning Over $5,000 Monthly, Deconstructed for the Uninitiated
Forbes contributor Alejandra Rojas profiles four side hustles generating more than $5,000 per month. The piece details specific strategies rather than vague inspiration. Each case study includes operational methods the practitioners employ.
Seasonal Arbitrage and Perennial Revenue: Eight Side Hustles for Summer 2026, Explained Pedantically
Entrepreneur magazine catalogs eight side hustles timed for summer 2026 with potential to outlast the season. The selections emphasize income continuity beyond typical seasonal truncation. Operational specifics vary across the eight profiles.
Well, Actually: Your AI-Generated Content Might Rank Just Fine. The Correlation Is Messier Than You Think.
Data from Search Engine Journal shows that higher AI detector scores correlate with lower positions and fewer indexed pages on Google. Yet pages flagged as heavily AI-generated still appear in the top 10 results. The relationship is not deterministic.
ChatGPT Ads Grows Up: Conversion Bidding and Measurement Tools for the Rest of Us.
ChatGPT Ads expanded its platform with conversion bidding, attribution tools, and budget management features. These were previously the domain of mature ad platforms. The system now lets advertisers optimize toward actual outcomes rather than mere exposure.
Yet Another Consultant Promises AI Will Fix Your Med Spa. Shocking.
Business Design Innovations offers website design, local SEO, marketing support, and AI automation for med spas. They provide a free website review upon request. The specific tools or AI platforms used are not detailed in the source material.
NewBeauty Has Data. Whether It Means Anything Remains Debatable.
NewBeauty published a 'State of Aesthetics Summer 2026 Report' containing data on cosmetic treatment decisions. The source mentions expert beauty insights, trends, and treatments across skincare and aesthetics. No specific statistics, survey methodology, sample size, or named experts appear in the available material.
Well, Actually: A Golf Simulator Chain Expands to London, and the 'Course' Is Just Data Now
Five Iron Golf opened its first UK venue in London. Each of eight bays uses TrackMan simulators to give guests access to more than 440 golf courses. The source does not specify pricing, exact location within London, or opening date.
Well, Actually: A Chatbot May Have Written the First AI Bestseller, and the Literary Establishment Is Not Amused
The Atlantic reports that "Daggermouth" could be the first bestselling novel partly written by a chatbot. The book achieved commercial success while raising fundamental questions about authorship and creative labor.
Google Search's AI Mode Wants to Send You Outside, Which Is Rather Unexpected
Google's blog explains that Search's AI tools can help users plan offline activities, from booking concert tickets to finding hiking boots. The AI Mode feature connects queries to real-world actions and purchases.