🎓 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 (3582)
An Anthropic Official Resigns Over AI Extinction Risk. The Golf Magazine Noticed. Priorities Are Interesting.
An Anthropic official resigned this week, warning that AI companies are, and I quote, "racing straight to self-improving superintelligence and gambling with our lives." Another official places the odds of AI causing human extinction at 10 percent, which is a number you should find uncomfortable even if you do not understand statistics. Americans now believe by a five-to-one margin that AI will do more harm than good. Australian Golf Digest, of all publications, saw fit to cover this.
The Coders Guild Says Curiosity Beats Credentials. They're Not Wrong. The Free Tier Is The Syllabus.
The Coders Guild published a roundup of free AI tools and courses aimed at beginners, updated for September 2026. Their central claim is that the people succeeding with AI right now are not computer science graduates. They are the people who started experimenting early, particularly with free tiers like ChatGPT's GPT-4o mini.
A Journalist Trusts AI For Party Planning. Not For Hiking. The Boundary Is Stakes, Obviously.
A Tom's Guide AI writer outlined three categories where they delegate planning to AI and three where they refuse. They happily use AI for surprise birthday parties and vacation research, including using five specific Gemini prompts before trips. They refuse to let AI plan extreme outdoor adventures, instead using AI only to prepare questions for park rangers and the AllTrails plugin in ChatGPT to find verified trails.
Jensen Huang Says AGI Arrived. Verizon Just Bought 80 Million Miles of Cable to Prove It. The Infrastructure Tells the Truth.
OpenAI launched GPT-6 Astra on September 3. Jensen Huang posted on X September 6 to congratulate the team, noting it took only four years from ChatGPT to o1 to Astra. Meanwhile Verizon and Corning announced a multi-billion-dollar fiber optic supply deal covering 2027 through 2032, involving over 80 million miles of high-density cable. Corning stock surged over 8 percent to $166.75.
OpenAI Says Astra Fills Forms Now. Alignment Is the Real Headline. Capability Was Never the Hard Part.
OpenAI launched GPT-6 Astra with capabilities spanning computer use, coding, browsing, reasoning, and cybersecurity. The model can operate computers directly, fill forms, run code, and navigate professional software. OpenAI is framing behavioral alignment, not raw intelligence, as the headline improvement. The company also notes Astra can help security researchers identify vulnerabilities.
No Degree Required For Copywriting Income. The Portfolio Speaks Louder Than The Diploma, Obviously.
Lilach Bullock's team makes the case that freelance copywriting requires no formal training. A part-time beginner might earn a few hundred pounds per month initially, growing toward full-time income within 12 to 18 months with consistent client outreach. The real barrier to entry is building a portfolio and finding relevant work, not completing coursework.
AI Tools Lower The Business Barrier. Now You Must Optimize For The Answer Engine, Not The Search Box.
AI Journ reports that founders are increasingly using AI-powered tools to create content, build online presence, and manage business updates that previously required developers or agencies. They identify Answer Engine Optimization as a new practice: structuring content to be surfaced and cited by AI-powered search tools rather than ranked by traditional search algorithms. Small businesses that adapt earliest gain a meaningful advantage.
DeepMind Proposes Autoregressive Ranking. It Replaces Your SEO Playbook. The Math Is Beyond You.
Google DeepMind published a proposal for Autoregressive Ranking, an AI system that ranks documents using a generalized rank-aware training loss with item-level reweighting and prefix-tree marginalization. The method distributes probability mass over valid docID tokens based on their ground-truth relevance. This would move search ranking away from traditional scoring toward autoregressive generation of ranked lists.
AI Will Direct $158 Billion In Ad Spend By 2030. That Is 27% Of The Market. Convenience Wins, Apparently.
Madison and Wall forecasts that AI-directed ad spend will reach $158 billion, or 27% of the U.S. ad market, by 2030. Platforms including Meta, Google, Reddit, Pinterest, and TikTok now offer automated campaign formats built around generative AI. Managing director Luke Stillman calls it a share shift driven by convenience for both small and large advertisers.
Clarins Lets Your Phone Diagnose Your Face. Eight Skin Traits From One Selfie. The Mirror Was Never Going To Be Honest Anyway.
Clarins has deployed virtual makeup try-on across 33 countries online and 22 countries in-store, plus a new AI Skin Observer that analyzes eight skin characteristics from a single selfie and returns personalized product recommendations. On the Clarins Canada site alone, virtual try-on usage grew 116 percent over two years, with 63 percent growth in virtual try-ons measured over that same period. The tool now spans both e-commerce and physical retail, making omnichannel deployment the operative strategy.
Korea Marries AI To Anti-Aging Tourism. Doctors Say It Bridges Language Gaps. The Algorithm Does Not Speak Korean, Evidently.
At the Medicon Black Roundtable on Tuesday, panelists from Korean medical tourism clinics described AI as the catalyst for the industry's next phase, specifically at the intersection of anti-aging care and international patient acquisition. Lee In-sik of B&VIIT Eye Center, Park Jun-gyun of Medi Scan, and Kim Ji-hwan of Lienjang Plastic Surgery and Aesthetic Clinic participated. Kim noted that AI helps doctors understand foreign patients' needs more effectively, addressing a persistent communication gap in cross-border medical consultations.
BirdieSense Watches Your Swing In 4K. The Robot Chip Does What Your Coach Cannot. Biomechanics, Not Guesswork.
A Kickstarter device called BirdieSense uses dual 4K vision and an integrated AI robotics chip to capture and analyze golf swings in real time. Unlike traditional radar systems, it performs 3D mapping and tracks the biomechanics of the golfer simultaneously. It also functions as a proactive AI coach, processing data on-device rather than relying on external sensors.
SnapSwing Goes To Japan. Mia Dream Trading Carries The Bags. Localization Beats Technology, As Usual.
SnapSwing, a golf swing analysis platform, has entered the Japanese market through a distribution partnership with Mia Dream Trading, Inc. Mia Dream Trading will handle distribution, marketing, and development support for SnapSwing in Japan, leveraging its local market knowledge and established relationships. The platform is described as compact, lightweight, and easy to use.
Researcher Removes AI Guardrails. It Hacks Their Own PC. The Method Matters, Obviously.
The author created an Abliteration AI account and installed a software harness called CyberStrike to guide a large language model through cybersecurity tasks. With safety guardrails removed, the agent found vulnerabilities in household devices, hacked into a PC, and identified dozens of problems in vibe-coded projects, including unprotected API credentials and a misconfiguration that could let attackers send emails. The AI also explained how to secure everything it broke.
You Cannot Run ChatGPT Locally. You Can Run Its Cousins. The Distinction Is Everything.
This guide explains how to run open-weight AI models like Llama, Qwen, Mistral, and Gemma on a personal computer using software called Ollama or LM Studio. You cannot download and run the proprietary ChatGPT model locally, but compatible alternatives work offline once installed. The guide recommends 16GB of RAM as a starting point, with 32GB or more providing greater flexibility for larger models and multitasking.
OpenAI Claims a Millennium Prize. The Accusations Came First. Bold, For a Startup.
OpenAI announced that an internal model has proven the Navier-Stokes equations, which mathematicians use to study fluid dynamics, are flawed. This would be only the second time one of the seven Millennium Prize Problems, each worth $1 million, has been solved. Rumors circulated among mathematicians about the proof's origins before the announcement, allegations OpenAI has denied.
Meta Builds Muse To Sell Your Car. Trust Comes Later. Obviously.
Meta has released Muse, a personal AI agent designed to compete with existing agents like OpenClaw and Instinct, capable of tasks from selling a car to booking a plane ticket. Meta says privacy protections are built into the agent. The company is also giving select partners early access to its Astra AI model so they can prepare their defenses, while separately encouraging workers to experiment with Hatch, described as its most advanced AI project.
LendingTree Says 61% Need Side Income To Survive. The Bar Was Already On The Floor.
A MoneyLion-sponsored piece rounds up five side hustles targeting roughly $300 weekly, with food delivery cited as the easiest to start. The backing data comes from a LendingTree survey: 33% of Americans run a side hustle, and 61% say they cannot afford life without one. Startup costs and ramp time vary by hustle, though the article conveniently glosses over specifics.
Google's AI Now Books The Appointment Before You Even See The Website. Ranking In The Map Pack Is No Longer The Finish Line.
Search Engine Journal is hosting a webinar on Google's next AI search updates and their impact on local discovery. Google's AI now compares options, makes decisions, and books appointments without sending users to your website. The webinar covers five strategy fixes for multi-location brands, plus a self-audit method to identify which signals AI is reading and which are missing across your locations.
AEO Is Just SEO With Homework. You Optimize For Answers Now, Not Links. Snippets Are The New Real Estate.
A guide from Tucson outlines Answer Engine Optimization, or AEO, as the practice of optimizing content for direct answers to user queries rather than traditional ranking signals. AEO targets featured snippets and AI-generated answer panels where search engines surface a single response. The guide covers implementation strategies, relevant tools, and measurement frameworks for marketers tracking engagement and visibility outcomes.