🎓 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 (3572)
Models Don't Improve Themselves. That's Your Job. Obviously.
A beginner's guide explains that Machine Learning systems learn by example. Show one thousands of emails labeled spam versus not spam, and it distinguishes them without explicit programming. The guide also stresses that models require deliberate updating, better data, testing, fine-tuning, and monitoring. They do not get better on their own.
Bing Ships Free DALL·E 3 Access. No Discord Required. Good.
Bing AI Image Creator is a free tool powered by DALL·E 3 and integrated into Bing Search and Microsoft Edge. Users generate images from text prompts with no payment plan, no Discord server, and no technical expertise required. The tutorial positions it as a beginner-friendly entry point for AI image generation in 2025.
OpenAI Ships GPT-6 Sol. Halves the Price. The Benchmark Framing Is the Story, Obviously.
OpenAI released GPT-6 Sol and Luna fewer than three months after GPT-5.6. The company claims doubled accuracy and a 50% API price cut compared to GPT-5.6 promotional pricing. The benchmarks compare against competitors' previous-generation models, which is convenient framing rather than a fair fight.
Clinical AI Hits 65% Accuracy. Clinicians Still Obeyed Wrong Answers. That Is the Problem.
A clinical-and-blood-model AI tool improved lung cancer disease-control prediction from 57% to 65% across 2,396 patients. Clinicians in the study also accepted incorrect AI suggestions, which is the finding nobody is bold-facing. Separately, ARPA-H announced ADVOCATE, a four-year $62.7 million program for FDA-authorized agentic AI in cardiovascular care involving Atman Health, Tempus AI, and Updoc.
Therapist Loses Caller After Four Rings. AI Picks Up. The Intake Survives.
Maria runs a therapy practice in a converted house. She is in session when a first-time caller works up the nerve to call, lets the phone ring four times, and hangs up unanswered. The scenario frames the case for an AI receptionist that handles intake calls when the practitioner physically cannot.
Accounting Firms Turn Away Clients. AI Fixes That. The Method Is Counterintuitive.
Small accounting firms have more demand than capacity, with partners doing staff-level work and new clients placed on waiting lists or declined. The article argues AI fits the problem because accounting work is structured and repeatable, and that acquisitions become more attractive when AI can absorb the labor constraint. The proposed approach is to stop selling AI as a product and instead embed it silently into operations.
Meta Wants a URL and a Budget. The AI Builds the Rest. Creative Judgment Is Quietly Disappearing.
Meta's Advantage+ system is approaching near-total campaign automation. The roadmap is almost insultingly simple: an advertiser provides a product URL and a budget, and AI generates creative assets, audience targeting, placement optimization, and budget allocation. Advantage+ campaigns already report roughly $4.52 return per $1 spent, outperforming manual campaigns by about 22%. Meta's AI creative tools have generated billions of ad variants in 2026 alone, reducing creative production costs by an estimated 67%.
ADvendio Proposes a Protocol for Agents to Buy Ads Autonomously. The Machines Need a Shared Language First.
An ADvendio report outlines how the Ad Context Protocol, or AdCP, will enable autonomous AI systems to communicate and transact in advertising. The protocol creates a shared language for agentic AI to handle inventory and pricing terms without human negotiation. The report emphasizes that open standards like AdCP will be critical as the industry moves toward agentic AI, while commercial controls must remain to validate autonomous transactions.
Oura Rings Your Wrist While Therabody Pummels Your Calves. Preventative Medicine Finally Found A Checkout Button.
TIME's 2026 HealthTech list catalogs the convergence of preventative medicine and consumer hardware. Oura ships sleep-tracking wearables, Therabody builds physical recovery tools, and Parsley Health operates a nutrition platform. The list also features Tempus in precision medicine, Abridge as an AI medical scribe, Bayesian Health for early warning, Overjet for smart dental x-rays, and a portable ultrasound maker.
Candela Joins AmSpa As Platinum Affiliate. Fifty Years Of Lasers And You Still Need A Membership Card.
Candela has joined the American Med Spa Association as a Platinum Vendor Affiliate. The company has operated in energy-based medical aesthetic devices for over 50 years. Its product portfolio includes Vbeam Pro, Matrix, Gentle Series, Nordlys Series, PicoWay, and Glace treatments, covering laser hair removal, tattoo removal, scar treatments, skin renewal, and vascular pigmentary conditions.
Ex-ByteDance And DJI Veterans Build Ski Sensors. Vertical Beats General. Obvious, Really.
Heygo, founded by Wu Dezhou in 2022, placed two sensors on ski equipment to deliver AI-assisted training feedback. The founder, previously a partner at Smartisan and general manager of Huawei Honor's product line, concluded in 2024 that general-purpose AI glasses belong to smartphone manufacturers and startups cannot compete there directly. His team, staffed by former employees of ByteDance, DJI, and Tencent, pivoted toward outdoor sports scenarios following an embodied intelligence approach with mobile robots.
2027 Sports Cameras Chase 4K And AI Tracking. The Resolution Is Not The Point. The Tracking Is.
A roundup of sports analysis cameras for 2027 highlights models offering 4K recording, AI tracking for players and key plays, and stabilization for smooth capture. The Falcon model is singled out for blending advanced features with usability, enabling athletes and coaches to review footage and spot subtle techniques and positional errors that lower resolutions miss. The guide recommends at least 1080p for post-game reviews and highlight edits, plus regular lens cleaning and AI system updates to maintain tracking performance.
Insurance Agents Finally Get a Prompt Playbook. Seven Whole Tasks. The Bar Was Underground.
Insurance Journal published a research playbook with seven specific AI prompts designed for independent insurance agents to grow their book of business. Each prompt comes paired with a guardrail and measurement guidance. The authors note that most agents currently use AI only for looking things up and drafting emails, which is precisely why this needed to be written.
Someone Compared Nine AI Coding Tools. The Free One Was Useful. Inspect the Edge Cases, Obviously.
Memeburn published a comparison of nine AI coding tools spanning IDEs, agents, and copilots. Their testing found that generated code provided a useful starting point for new function requests but still required manual inspection for edge cases. Tools integrated with Google Cloud offered more value for developers already in that ecosystem, while free options suited those not ready to commit to expensive AI-native stacks.
Alibaba Unveils China's Mightiest AI Chip. Timing Is Not Subtle. Geopolitics, Obviously.
Alibaba announced new AI chip technologies on Tuesday, claiming the title of China's most powerful AI chip. The reveal comes days before a scheduled meeting between Chinese and U.S. leaders where AI competition is expected to dominate. The story also references Moonshot's Kimi K3 model, though details there are thin.
Meta Prepares Connect 2026. Privacy Reputation Precedes It. The Glasses Know That.
Meta's Connect 2026 event is set for September 23, with expected focus on wearable plans for 2027 and updates to Muse AI, the company's agent that performs tasks on your behalf. A new version of Llama may also appear, though no specific rumors confirm it. Llama has not been updated since April 2025.
Microsoft Reports 20% Higher Close Rates From AI Sales Pilot. Adoption Was Never The Point. Results Were.
Microsoft internally deployed AI tools across sales workflows and reported a 9.4% rise in revenue per account manager alongside 20% higher close rates. The company has shifted focus from merely getting employees to use AI to redesigning workflows around measurable business outcomes. The internal challenge, per Microsoft, is now proving tangible results rather than celebrating adoption as an end in itself.
McKinsey Says Token Prices Plummeted. AI Bills Keep Climbing. Jevons Called This One In 1865.
McKinsey experts report that GPT-4 launched in 2023 with its 8K-context API priced at $60 per million output tokens, yet models performing at roughly the same level on established benchmarks now cost a fraction of that amount. Despite collapsing per-token costs, total AI spending continues to rise. McKinsey's Catlin, also a director of the McKinsey Global Institute, notes there is no single cost lever and identifies three areas where companies can manage AI spending, starting with visibility into which use cases and business units consume resources.
ChatGPT Loses Ground To Gemini And Claude. Citations Are The New Visibility. Being Used Is Not Being Seen.
Comscore data shows ChatGPT losing share to Gemini and Claude, meaning publishers can no longer optimize for a single AI destination. Sharma notes that being used as an answer source does not guarantee visibility, because users never see the citation. The new metric is whether AI platforms actually cite and recommend your brand, not merely whether they quietly ingest your content.
ADvendio Says AI Systems Should Buy Ads From Each Other. Fragmentation Forced This. Humans Were Never Going To Fix It.
ADvendio, an advertising technology company, published a report proposing that AI systems communicate directly with other AI systems to automate ad buying and selling. CTO Julian Ahrends states the industry has suffered from fragmentation for decades and that autonomous inter-system communication can reduce manual coordination. The report positions this as a new phase of AI adoption where systems negotiate with each other rather than requiring human intermediaries.