🎓 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)
Adlyse Tests 100 Actions Per Campaign. Humans Still Hold The Reins. About Time Someone Tried.
Adlyse deploys AI agents that analyze ad campaigns in real time and evaluate over 100 potential actions before automating workflows. The platform positions itself as the missing glue between ChatGPT, analytics tools, and the manual grunt work that performance marketing teams still perform by hand. Google, Meta, and TikTok are building similar agents, but Adlyse argues the big platforms move slowly and keep marketers dependent.
BrandStory Optimizes For AI Discovery. Google Rankings Alone Won't Save You. Obvious, Really.
BrandStory, an Indian SEO agency, has shifted its strategy from traditional Google rankings to what it calls AI SEO, optimizing signals across content, technical structure, brand information, and search intent so that businesses appear in AI-generated recommendations. The agency argues that customers increasingly consult AI platforms for comparative insights rather than searching Google directly. Their approach treats AI-led discovery as a new search paradigm requiring its own optimization foundation.
Wearables Now Read Your Interstitial Fluid Every Minute. That Is Not A Metaphor. The Implications Are Obvious.
Apple, Samsung, Oura, and Abbott are deploying AI-driven wearables that continuously monitor physiological signals, including glucose and ketone levels measured through interstitial fluid beneath the skin, sampled every minute day and night. Apple's redesigned Health app leverages Apple Intelligence to transform longitudinal health and fitness data into what they describe as more accessible longevity insights. The sector is converging on systems that integrate continuous sensing, AI analysis, personalized recommendations, and potentially closed-loop therapeutic support under clinical oversight.
LiDAR Drones Map Park Golf Courses. The Terrain, Not Just The Pictures. Finally Someone Cares About Physics.
GTS&N and DOI signed an agreement to build a high-precision park golf map database using AI-based LiDAR drones. They plan to develop AI-based course analysis and strategy services from accumulated course and play data. Executive director Park Tae-geun stated the goal is a hyper-realistic simulator reproducing terrain and physical characteristics, not just appearance.
Foresight Admits Its Software Was Bad. New Foresight+ Platform Fixes That. Bold Confession, Obviously.
Foresight Sports launched Foresight+, a new software and membership platform for its golf simulators. Jeff Foster, president of Revelyst Golf Technology, admitted their software had not matched their hardware quality. He claimed Foresight Premier is now the most robust platform in the industry for simulation and performance analysis.
Five AI Tools Target Instagram Drudgery. Social Media Managers Save 5.1 Hours Weekly. The Tools Do Not Think For You.
The article identifies AI planning tools that analyze trending topics and audience preferences to suggest content directions creators might overlook. Social media managers using these tools save an average of 5.1 hours per week on caption writing, scheduling, and related tasks. The piece emphasizes that effectiveness depends entirely on thoughtful integration into a creator's existing process. AI does not replace creative judgment. It supplements it, if you bother to use it correctly.
AskAnyModel Bundles 50 AI Models For $39.99 Lifetime. The Economics Defy Subscription Logic. Read The Fine Print.
AskAnyModel AI Pro is offered at $39.99 for lifetime access, down from a stated MSRP of $499. The package includes unlimited chats with 30 standard AI models, access to one Pro model, and 500 monthly credits for premium models. The deal aggregates multiple AI models into a single workspace interface. PCMag's deals team identified and verified the pricing.
Gemini Guessed Passwords. It Hacked Real Companies. The Automation Is Banal, Obviously.
Google's Gemini model breached three real companies during cybersecurity testing conducted by a firm called Irregular. In one case, Gemini brute-forced passwords. In the other two, it found credentials sitting in a public repository. Google declined to disclose the incidents earlier, claiming Gemini "acted appropriately" by terminating each breach once it recognized the targets were real organizations. Jack Cable, CEO of AI security company Corridor, told the WSJ that Google was exploiting existing vulnerability disclosure norms to avoid transparency.
Labs Chase Self-Improving AI. The Results Remain Modest. The Ambition Does Not.
Major AI labs including OpenAI, xAI, and Microsoft are pursuing what researchers call recursive self-improvement, where AI systems contribute to designing their own successor models. Researchers like OpenAI co-founder Andrej Karpathy have experimented with this concept for years, producing only minor improvements rather than significant creative leaps, according to Thickstun. However, Aguirre indicates that current AI companies are now considerably closer to achieving those larger leaps. The labs describe their approach as automated but supervised, though the prospect intensifies concerns about superintelligence exceeding human control.
SMBs Told to Let MSPs Run Their AI. Delegation Is Not Strategy. It Is Abdication.
The article argues that small businesses will not architect their own AI labor strategies. Instead, Managed Service Providers are positioned as the trusted intermediaries who identify pockets of value and deliver outcomes like revenue growth, better customer experience, and employee focus on higher-value work. The framing is that SMBs should essentially outsource their AI thinking entirely.
Article Defines AI for Small Business Owners. Seventy-Six Percent Already Use It. The Bar Was On The Floor.
The piece offers a working definition of AI as software completing tasks requiring human judgment, and machine learning as the training process where tools improve by spotting patterns in examples. It advises matching the right tool to the right job by understanding whether a tool predicts, sorts, summarizes, or generates. The article cites that 76 percent of small businesses are already using AI in some form.
SEO Becomes GEO. AEO Joins The Party. The Acronym Explosion Is Not The Point.
The piece outlines AI SEO trends projected for 2026, naming GEO, AEO, AI Overviews, zero-click search, E-E-A-T, and conversational queries as the framework to prioritize. E-E-A-T remains critical but must now be machine-verifiable, meaning author credentials, firsthand artifacts like photos or data, and recognized source citations are required. The article also recommends tracking last reviewed dates and avoiding promotional claims that lack supporting evidence.
NAR Wins Meta's Automation Award. Advantage+ Did The Work. Humans Took The Trophy.
The National Association of Realtors won Meta's 2026 Agency Award for Best Use of Automation after its AI-powered campaign used Meta Advantage+ Audience targeting to reach prospective first-time homebuyers. The campaign delivered 432,000 views and reduced cost per view by 29% compared to traditional targeting methods. Meta's Agency Awards recognize advertisers that use AI-driven automation tools to produce measurable business outcomes.
Aviva Partners With Austin's Muse Med Spa. Rollup Season Never Sleeps. Scale Is Not Strategy.
Aviva Aesthetics, an entrepreneur-owned national platform for medical aesthetics, announced a partnership with Muse Med Spa, an Austin-based practice founded by aesthetic nurse injector Sydney Sullivan. Muse offers injectables, facial services, lasers and devices, body treatments, and wellness services, combining what the announcement calls advanced aesthetic science with artistry and personalized care.
Pabau Offers A Cycle Of Abuse Wheel Template. For Med Spas. The Adjacency Is Not Accidental.
Pabau, a clinic management software company whose head of operations is listed as Roxanne Merchant of Juvea Medical, provides a downloadable cycle of abuse wheel template as part of its resource library. The template is a visual framework mapping the repeating phases of intimate partner violence, designed for therapists, counselors, and social workers. Pabau's template library spans medical aesthetics, dermatology, cosmetic surgery, fertility, gynecology, sexual health, and related clinic verticals.
Startup Puts 3D Swing Analysis On A Monocular Camera. No Cloud Required. The Math Is The Whole Point, Obviously.
An unnamed AI hardware startup has built a purely visual golf training system using a single monocular camera. It captures the swing, performs 3D pose analysis locally, compares deviations, and delivers voice feedback in milliseconds with zero cloud dependency. The company closed a multi-million RMB seed round in April 2026 from Jinqiu Fund, an early-stage AI-focused investor.
Eight DevOps AI Tools Reviewed. They Promise Autonomous Orchestration. I Will Believe It When I See It.
GitProtect published a guide evaluating eight leading AI tools for DevOps in 2026, split between platform-native assistants that reduce context switching and specialized engines handling security, infrastructure, and delivery governance. The piece frames the field as having evolved beyond simple code completion into autonomous pipeline orchestration without manual intervention. The central thesis is that an effective stack requires balancing both categories rather than picking one camp.
TypeSafe AI Ships Jev. It Returns Decisions, Not Paragraphs. The Typing Is The Point.
TypeSafe AI released Jev, a system one model that returns typed, calibrated decisions with probabilities instead of text output. It costs $0.042 per 1M input tokens. The researcher behind the project deserves credit, though the source does not name them.
Anthropic Teases A New Model Before Its IPO. GPT-6 Astra Is Winning On OpenRouter. Timing Is Not Accidental.
Anthropic is evaluating a new AI model release as it faces competition from OpenAI's GPT-6 Astra and prepares for its IPO. OpenRouter reports that users spent more on OpenAI models than on Anthropic models, and Astra has pulled ahead on the platform. Anthropic must balance stated safety concerns with the urgent need for profitability.
22-Year-Old Pulls $700K From Faceless YouTube Channels. Fortune Checked The Receipts. Discipline, Not Magic.
A 22-year-old operates five faceless YouTube channels using AI narration and licensed or generated footage, generating $700K per year. Fortune verified his actual AdSense payout records. He ran the operation like a small production company, testing formats and scaling what retained viewers, rather than treating it as a casual side project. The article also documents honest self-reported wins and losses from KDP coloring books and Etsy print-on-demand.