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Showing posts from November, 2025

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NVIDIA’s New Paper: Tool Orchestra – Small Models Doing Big Jobs, at a Fraction of the Cost!

A major breakthrough has just hit the AI world. NVIDIA has published a new research paper showing how a tiny “controller model” can orchestrate larger models and tools to solve complex problems much more cheaply. The technique is being called ToolOrchestra , and it has the potential to make AI dramatically more efficient and intelligent. According to the paper, giant language models like GPT-5 are powerful but extremely expensive for every single task. NVIDIA researchers built an 8-billion-parameter “orchestrator” model whose only job is to decide when to call web search, code execution, a math-specialist model, or a big general-purpose model. This orchestrator was trained with reinforcement learning (RL): it tries different sequences of tools, gets rewarded based on the outcome, and gradually learns the smartest patterns. The reward system considers three things: correct answers, low cost/time, and user preferences (e.g., preferring local tools). To overcome the lack of real-world t...

Crosses $60 Million Globally, Strong Momentum Continues

The action-thriller The Running Man continues to dominate the box office with a solid grip. Paramount Pictures’ high-octane drama earned an estimated $3.1 million this weekend in international markets. The film’s total international collection has now reached $26.3 million, while the worldwide total has crossed $60.6 million. The Running Man Roars at the Box Office! Directed by Edgar Wright and starring Glen Powell in the lead role, the movie tells the gripping story of a man trapped contestant in a deadly game show. Released with the tagline “Hunt Him Down,” the film is delivering pure adrenaline to audiences. Fans are showering praise on social media – one user wrote, “The Running Man was awesome! Glen Powell killed it! Everyone should watch it!” The movie has shown strong performance in its opening weeks, especially in Europe and Asia. Trade analysts believe the numbers will climb even higher in the coming weekends as the holiday season approaches. Will it enter the $100 million ...

UBS Boosts Nvidia Rubin GPU Forecast by 30%: Now Expects 3 Million Units

Global investment bank UBS has raised its forecast for Nvidia’s next-generation Rubin GPU units by roughly 30%. The bank now projects shipments to climb from 2.3 million to 3 million units in 2026, underlining the unrelenting surge in demand for artificial intelligence (AI) chips and delivering a major tailwind for Nvidia. Tech investor Beth Kindig highlighted the update on X (formerly Twitter): “UBS just boosted next year’s Rubin GPU unit forecast by ~30% — now expecting 3 million GPU shipments (up from 2.3 million). $NVDA” Big Wins and Their Impact Massive Shipment Upgrade : The jump from 2.3 million to 3 million units reflects insatiable hunger from AI data centers. One user commented, “Proof that demand isn’t slowing — it’s accelerating. The next $NVDA wave is going to be bigger than anyone thought.” Narrative Shift in the Market : Earlier skepticism around Rubin is fading fast as major banks like UBS turn decisively bullish. A popular reply read: “God damn, the narrative is f...

SpaceX’s Rideshare Program: A New Revolution in Space Access for Small Satellites

SpaceX today celebrated the remarkable success of its groundbreaking “Smallsat Rideshare” program, which is making space access easier and more affordable for small satellite operators around the world. According to the company’s official post on X (formerly Twitter), the Falcon 9 rocket has now launched rideshare payloads on more than 30 dedicated missions, successfully delivering over 1,400 payloads into orbit. The program supports a wide variety of spacecraft, from Earth-observation satellites and re-entry vehicles to student research projects and human spaceflight technology demonstrations. ⏱️ Step 1: Verify Access (15s) Loading... Wait... In its post, SpaceX stated: “The rideshare program dramatically increases access to space for small satellite operators.” The company also shared a link for those interested in joining upcoming missions, where ESPA-class payloads can be launched for as little as $300,000 (for up to ~50 kg). This initiative is transforming space...

James Gunn Shares Historic 1940 Superman Photo on Thanksgiving, Thanks Fans

Hollywood’s renowned director and DC Studios co-CEO James Gunn posted a nostalgic update on Thanksgiving Day, featuring the very first Macy’s Thanksgiving Day Parade float of Superman from 1940. The black-and-white photo shows a gigantic Superman balloon soaring above the streets of New York, with vintage billboards in the background advertising “Planters Peanuts,” “Coca-Cola,” and “Loew’s,” perfectly capturing the charm of that era. ⚙️ Step 3: Preparing Your Download (45s) Loading... Wait... In his post on X (formerly Twitter), James Gunn wrote: “The first Superman float in the Macy’s Thanksgiving Day Parade, 1940. Today I’m thankful for all the fans who have supported DC Studios over the past three years. The work itself is fun: crafting new stories with the world’s most iconic characters, but your love, support, laughter, and insights make it even better. Thank you!! ❤️” Posted on November 27 (Thanksgiving Day in the US), the tweet has already garnered over 26,00...

U.S. Navy Research Vessel R/V Sara Lynn Relocates Within San Diego Harbor

Vessel Shifts Berth in Busy Naval Port ⏱️ Step 1: Verify Access (15s) Loading... Wait... The multi-purpose research vessel R/V Sara Lynn, operated by the U.S. Navy’s Naval Facilities Engineering and Expeditionary Warfare Center (NAVFAC EXWC), moved to a new pier inside San Diego harbor on Tuesday. Distinctive Appearance and Equipment The black-hulled ship, prominently equipped with a large Harplten crane, was captured calmly navigating between berths on November 26 local time. Navy buildings, warehouses, and the bustling dockyard are clearly visible in the background, underscoring the strategic significance of the location. Purpose of the Movement The relocation is understood to be part of routine maintenance or preparation for upcoming operations, although no official statement has been released by the Navy. Public and Online Interest The event drew attention from local maritime enthusiasts and social media users, with accounts such as @WarshipCam sharing real-time...

Project Prometheus Acquires Agentic Computing Startup General Agents in Strategic AI Manufacturing Push

Seattle – Jeff Bezos’s $6.2 billion artificial intelligence venture has moved swiftly to strengthen its position in physical-world AI. Bezos-Backed Project Prometheus Snaps Up General Agents ⚙️ Step 3: Preparing Your Download (45s) Loading... Wait... Project Prometheus, the high-profile AI company co-led by Jeff Bezos and former Google X and Verily executive Vik Bajaj, has acquired San Francisco-based startup General Agents. The deal, confirmed via corporate filings and sources close to the transaction, integrates cutting-edge “agentic computing” technology into Prometheus’s ambitious roadmap for AI-driven manufacturing. From Stealth to Acquisition in Under Two Weeks Unveiled just over a week ago with $6.2 billion in committed funding—largely from Bezos himself—Project Prometheus has already recruited nearly 100 researchers from OpenAI, Meta, and other frontier labs. The rapid acquisition of General Agents marks the venture’s first major external move and underscores it...

When a City Targeted a Boy’s Bees, His Neighbors Swarmed to the Rescue

FRESNO, Calif. — In the sun-baked sprawl of Fresno's suburban grid, where almond orchards give way to tidy ranch houses and chain-link fences, 10-year-old Alex Rivera found his quiet revolution in the hum of a backyard hive. What began as a fourth-grade science fair project on vanishing pollinators morphed into something fiercer: two wooden boxes alive with thousands of honeybees, a daily ritual of veiled inspections and whispered pep talks to his queens, whom he christened after trailblazing women like Ada Lovelace and Marie Curie. For Alex, the bees weren't just insects; they were collaborators in a tiny ecosystem of wonder. He'd perch on an overturned crate for hours, notebook in hand, charting their honey yields and marveling at the colony's unyielding teamwork. "They're like my team at recess," he once told his mother, Maria, a third-grade teacher who watched her son's obsession bloom amid the family's modest yard, dotted with wildflowers she...

Supreme Court Grapples with Trump's Tariffs: Justices Question Presidential Power in Landmark Case

In a high-stakes showdown at the U.S. Supreme Court, justices are scrutinizing President Donald Trump's sweeping global tariffs program—a case that could reshape presidential authority, jolt the U.S. economy, and alter trade relations worldwide. Dubbed by Trump as "one of the most important cases in the history of our country," the oral arguments on Wednesday exposed deep skepticism among key justices about the extent of executive power under the law. This blockbuster challenge pits constitutional limits against modern trade warfare, with billions in potential refunds, higher consumer prices, and shifting global diplomacy hanging in the balance. Here's a breakdown of the core issues, from legal battles to real-world fallout. The Core Legal Battle: Does IEEPA Grant Unlimited Tariff Power? At the heart of the case is the 1977 International Emergency Economic Powers Act (IEEPA), a statute the Supreme Court has never fully interpreted before. The Constitution assigns Cong...
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