Dimensionality reduction techniques like PCA work wonderfully when datasets are linearly separable—but they break down the moment nonlinear patterns appear. That’s exactly what happens with datasets such as two moons: PCA flattens the structure and mixes the classes together.  Kernel PCA fixes this limitation by mapping the data into a higher-dimensional feature space where nonlinear […] The post Kernel Principal Component Analysis (PCA): Explained with an Example appeared first on MarkTechPost.

The past year has marked a turning point in the corporate AI conversation. After a period of eager experimentation, organizations are now confronting a more complex reality: While investment in AI has never been higher, the path from pilot to production remains elusive. Three-quarters of enterprises remain stuck in experimentation mode, despite mounting pressure to…

Google has begun rolling out a redesigned interface for Gemini on the web, following earlier updates made to the Android and iOS apps. According to the company, the goal is to deliver a cleaner and more modern look, aligning the desktop experience with the refreshed mobile design. The update introduces both visual refinements and new organizational features, improving overall navigation and interaction with the AI service. Gemini’s old design (Image: 9to5Google) Gemini’s new design (Image: 9to5Google) Among the first noticeable changes is the new greeting area, now showing the Gemini logo beside the welcome message. The prompt input box has been simplified by removing its previous outline, giving it a minimal and unobtrusive appearance. Meanwhile, suggestion chips have been repositioned and now appear centered below the text field, helping maintain visual balance. A major aesthetic modification is the update to the dark mode background, which shifts from dark gray to pure black (#000000), offering higher contrast and a more immersive interface. While the prompt field and sidebar retain their original tone, the light mode also receives a slightly darker shade, though no changes were made to chat message layout. A more functional addition is the introduction of “My Stuff”, a new section located in the left sidebar. This area displays preview thumbnails of generated images, videos, and other media, acting as a quick-access library tailored for content produced during interactions. This improvement supports easier retrieval of media without revisiting entire conversations, highlighting Google’s effort toward enhanced media management inside Gemini. Another update appears at the top of conversation screens through a new menu labeled “Gemini: Your Thinking Partner”. This drop-down control offers options to share, pin, rename, or delete conversations, centralizing key actions for improved workflow and personalization. Some users had previously reported glimpses of the redesign, but broad availability began on the 3rd. In addition to the new interface, Google recently expanded the rollout of Gemini 3 and Nano Banana Pro models across more countries, reinforcing continued development and accessibility within its AI ecosystem. Gemini Web Gets New Design And Dark Mode Upgrade , original content from Ubergizmo. Read our Copyrights and terms of use.

Today’s guest post comes from Laura Jensen, Chief Commercial Officer and President, Pharma Solutions at GoodRx Laura explores the structural hurdles that slow time-to-therapy and outlines practical ways stakeholders can streamline the path from prescription intent to treatment initiation. To learn more, book a meeting with GoodRx. Read on for Laura’s insights. Read more » © 2006-2025 HMP Omnimedia, LLC d/b/a Drug Channels Institute, an HMP Global Company. All rights reserved. This Feed is for personal non-commercial use only.        

Early Results Amaze for One-Time Dravet Syndrome Treatment  MedPage Today

ST. PAUL, Minn., Dec. 5, 2025 /PRNewswire/ — PCs FOR PEOPLE announced today that Cofounder and CEO, Casey Sorensen, is departing from his role effective December 26, 2025. Sorensen, with the nonprofit since 2008, turned a simple idea of getting computers to low-income families into a self-sustaining model, where each region funds its own start-up costs. …

NEW YORK–(BUSINESS WIRE)–$FI #classactionlawsuit–The law firm of Kirby McInerney LLP announces that a class action lawsuit has been filed on behalf of investors who acquired Fiserv, Inc. (“Fiserv” or the “Company”) (NYSE:FI) securities during the period of July 23, 2025 through October 29, 2025, inclusive (“the Class Period”). If you suffered a loss on your …

An AI-guided digital cognitive behavioural therapy (CBT) tool to help manage mental health problems is being piloted in GP surgeries. 

NEW YORK–(BUSINESS WIRE)–Why: Rosen Law Firm, a global investor rights law firm, announces an investigation of potential securities claims on behalf of investors in cryptocurrency issued by Balancer (ticker: BAL), resulting from allegations that Balancer may have issued materially misleading business information to the investing public. So What: If you purchased Balancer cryptocurrency you may …

Partner Reed Kathrein Scrutinizes Allegations of Illicit Enrichment and Collapse of Financial Reporting Controls Following $1.5 Billion Offering SAN FRANCISCO–(BUSINESS WIRE)–National shareholder rights law firm Hagens Berman has opened an investigation into ALT5 Sigma Corporation (NASDAQ: ALTS) following a cascade of regulatory and management failures that led to the company’s stock cratering nearly 80%. The …

In this episode of Uncanny Valley, we bring you the news of the week, then dive into how some DOGE operatives are still at work in the federal government—despite reports claiming otherwise.

8-Year-Old Has Disease So Rare It Doesn’t Have a Name. Now He’s First in the World to Receive Treatment (Exclusive)  AOL.com

NEW YORK & NEW ORLEANS–(BUSINESS WIRE)–Kahn Swick & Foti, LLC (“KSF”) and KSF partner, the former Attorney General of Louisiana, Charles C. Foti, Jr., remind investors that they have until December 8, 2025 to file lead plaintiff applications in securities class action lawsuit against WPP plc (NYSE: WPP), if they purchased or otherwise acquired the …

Your Friday afternoon lineup of the best Android game and app deals is now ready to roll down below. We have some new discounts including Boxville 1 and 2 alongside Dungeon Defense, Rotaeno, Bud Spencer & Terence Hill, and more. Just make sure to dive into the the Samsung Cyber Week sale while you still can for hundreds in savings on the latest Galaxy devices as well as your opportunity to Lana FREE $210 keyboard case on top of Galaxy Tab S11/Ultra deals, HP’s OmniBook X 17-inch touchscreen Copilot+ PC at $650 off, and Lenovo’s RTX 5070 Legion 7i OLED gaming laptop at $710 off. As for the apps, everything awaits below. more…

Here’s your two-week briefing. IVF is moving beyond chromosomal checks to polygenic and whole-genome embryo screening, while embryo editing draws new funding. A Nature study reports “cognitive Lego” modules in the prefrontal cortex that enable rapid task switching. Greece begins AI-enabled triage on the 1566 national line. AI firms step up neuroscientist hiring for efficiency and interpretability. Humanoid robots progress from pilots to production settings. Teva launches Rise to pilot AI and Industry 4.0 solutions. A meta-analysis finds chatbots often sound more empathic than clinicians.

Taysha Gene Therapies Grants Stock Options to New Employees as Part of Inducement Plan  Quiver Quantitative

SANTA CLARA, Calif.–(BUSINESS WIRE)–ServiceNow (NYSE: NOW), the AI control tower for business reinvention, today announced that shareholders have overwhelmingly approved a 5-for-1 split of the company’s common stock. Shareholders of record as of December 16, 2025, will receive four additional shares for each share held, to be distributed after market close on or about December …

First it was banned. Then its sales blew up. But Horses fails to meet the lofty goals of its own ideas.

Gene therapy Beqvez can help reduce joint bleeds in hemophilia B  Hemophilia News Today

The documentary AlphaGo captures one of the most pivotal moments in the history of artificial intelligence, when AI beat a human at the ancient Chinese game of Go.

Bristol Myers Squibb’s CAR-T therapy Breyanzi has become the first such treatment approved for patients with a rare, slow-growing type of non-Hodgkin lymphoma. The drug was approved Thursday for third-line patients with marginal zone lymphoma ...

Gene Therapy for Duchenne: Translating clinical guidance into meaningful patient understanding  Muscular Dystrophy Association

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LOS ANGELES–(BUSINESS WIRE)–The DJS Law Group reminds investors of a class action lawsuit against Blue Owl Capital Inc. (“Blue Owl” or “the Company”) (NYSE: OWL) for violations of §§10(b) and 20(a) of the Securities Exchange Act of 1934 and Rule 10b-5 promulgated thereunder by the U.S. Securities and Exchange Commission. Shareholders who purchased shares of …

The FDA’s reported plan to move toward single-trial approvals has stirred industry concern, but one analyst views the proposal as a catalyst for greater R&D investment in the sector.