🎓 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 (2346)
On-device neural inference removes the network requirement from golf coaching apps
Greenside AI runs its swing model entirely on the iPhone GPU and Neural Engine. The app measures pelvis tilt, shoulder rotation, and wrist hinge without uploading video. Predictive modeling then outputs club-path corrections based on those biomechanical numbers.
Hybrid quasiparticles cut AI energy costs at Penn
Researchers at the University of Pennsylvania built polaritons, hybrid light-matter particles, inside a specially engineered microcavity. They paired these polaritons with existing silicon photonic circuits to perform matrix multiplications at 10 times lower power than current GPUs. Tests showed inference speeds rose by roughly 40 percent while heat output dropped.
Sony Ace robot beats pros at table tennis
Sony AI released Ace, a seven-degree-of-freedom arm equipped with event-based cameras and trained via reinforcement learning on 10 million ball trajectories. In official matches Ace won 52 percent of points against a top-50 Japanese professional. The system updates its policy every 50 milliseconds using on-robot GPU inference.
Visibility tracking now includes the models that answer questions
Semrush released an AI Visibility Toolkit that audits brand mentions inside ChatGPT, SearchGPT, Gemini, and Perplexity. Figma AI generates full website mock-ups from plain-language prompts. Both tools were profiled in a 2026 marketing-tools review at behindrankings.com.
HubSpot agents learn your data and then answer for you
HubSpot Breeze trains custom agents on a company’s CRM, content, and ticket history so the agents can draft emails, social posts, and blog drafts. The same agents monitor ChatGPT and Gemini results to surface visibility gaps. The feature set is documented at hubspot.com/products/artificial-intelligence.
ScanSkinAI Deploys Automated Mole Analysis for Longevity Tracking
ScanSkinAI runs uploaded photos through convolutional neural networks to flag atypical moles and calculate a skin longevity score. The platform then routes high risk cases to board certified dermatologists and stores serial images for year over year comparison.
RoC Quantifies Apparent Skin Age from Selfies with AI Scoring
RoC AI Skin Insight processes a front facing photo through proprietary convolutional models to output an estimated skin age and sub scores for wrinkles, firmness, and radiance.
Venture Capital Now Funds AI That Tracks Athlete Recovery and Performance
WHOOP raised 200 million dollars in 2021 at a 3.6 billion dollar valuation. Investors include Kevin Durant and Patrick Mahomes. The funding supports AI models that analyze biometric data from wearable straps to guide training loads.
Live Sensor Data Now Guides Repetition Quality During Strength Sessions
Fitness equipment now pairs force plates and EMG sensors with AI software. The system flags form deviations in real time and supplies corrective cues. Earlier systems only recorded totals after the set ended.
Anthropic Gives Claude 3.5 Sonnet the Mouse and Keyboard
Anthropic added a computer use feature to Claude 3.5 Sonnet that lets the model move the cursor, click, type, and scroll inside desktop applications. The system works through a new API endpoint that sends screenshots and receives coordinate based actions. Early tests show the model completing multi step workflows such as filling forms and editing spreadsheets without human intervention.
Meta Hands Over a 405 Billion Parameter Model You Can Run Yourself
Meta released Llama 3.1 405B as fully open weights with a commercial license, allowing anyone to download and run the model on their own hardware or rented GPUs. The release includes instruction tuned and base versions plus a new Llama Stack toolkit for local inference. Quantized versions run on a single 8xH100 node or on consumer grade 4090 cards with 4 bit quantization.
Med Spas Now Simulate Filler Results Before the Needle Touches Skin
Aura’s simulation technology generates digital models of potential aesthetic changes for treatments like dermal fillers and facial balancing. Practitioners upload patient scans into the system, adjust parameters for volume or symmetry, and preview outcomes in real time. The Forbes report details this process at the NYC med spa combining AI longevity diagnostics with these visual tools.
Free AI Mole Checker Adds Longevity Tracking to Daily Skin Routines
ScanSkinAI runs an AI-powered mole checker that screens lesions, generates risk scores, and stores longitudinal images for trend analysis. Users upload photos through the web tool, receive immediate screening output, then schedule expert consultations if flagged. The site markets this as a complete skin health toolkit combining screening, consultation, and tracking.
Penn researchers fuse photons and excitons to slash AI energy costs
A team at the University of Pennsylvania built hybrid light-matter quasiparticles called polaritons inside a specially engineered microcavity. These polaritons replace some electronic switching steps with optical interference, cutting both latency and power draw during matrix multiplications common in transformer training. Early tests showed inference speeds rising by a factor of ten while energy per operation fell below one femtojoule.
Sony AI's Ace robot beats pros at table tennis using sim-to-real RL
Sony AI trained Ace on a MuJoCo physics simulator with 50,000 randomized ball trajectories per day, then transferred the policy to a real robot via domain randomization and on-robot fine-tuning. The system uses six synchronized event cameras at 10 kHz plus a wrist-mounted force-torque sensor, feeding data into a Soft Actor-Critic agent running on an NVIDIA Jetson AGX Orin. In 50 matches against top-ranked human players, Ace won 45.
AI mole mapping now measures biological skin age
ScanSkinAI runs a convolutional neural network on uploaded photos to score moles against dermatology datasets, then generates a longevity index and schedules follow-up imaging. The tool also links users to telehealth consults and stores longitudinal data for trend analysis.
Selfie-based AI now outputs a numerical skin-age score
RoC AI Skin Insight processes a front-facing selfie through a regression model trained on 10,000 clinical images, then returns separate metrics for wrinkles, firmness, and overall skin age.
Penn Researchers Build Hybrid Particle to Cut AI Energy Use
A team at the University of Pennsylvania created a polariton, a hybrid light-matter particle, that performs matrix multiplications in optical hardware. The method replaces some electronic operations with photon-based computation. Reported energy savings reach multiple orders of magnitude compared with standard GPU workloads.
Microsoft Ships MAI-Code-1-Flash to Cut OpenAI Bills
At the 2026 Build conference Microsoft released MAI-Code-1-Flash, a code-generation model that accepts natural-language prompts and returns complete application or website source files. The model is hosted on Microsoft Azure and priced below current OpenAI rates for equivalent token counts.
AI Mole Mapping Now Available for Free Skin Longevity Checks
ScanSkinAI runs a free AI mole checker that uploads user photos, applies computer vision models to detect irregularities, and returns risk scores plus referral prompts to dermatologists. The platform bundles this screening with expert video consultations and stores serial images for longitudinal comparison across months or years.