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Interesting Engineering

US firm to scale laser-based nuclear fusion ‘breakthrough’ with new partnership Military Archives - Interesting Engineering World’s first non-nuclear lead-cooled reactor to generate electricity begins installation US scientists devise new process to turn sewage sludge into 99% pure natural gas US firm unveils submarine-hunting drone with 9,200-mile-range, 35 mph top speed Military Archives - Interesting Engineering Supercomputer finds lithium-titanium tweak to boost sodium-ion batteries for grids Lockheed Martin demonstrates vertical launch missile system for mobile drone defense China’s 1116 MWe Taipingling Unit 1 reactor goes online, set to generate 9bn kWh yearly ChatGPT Images 2.0 update combines reasoning, research, and design with 2K output US Navy tests plug-and-play laser system on USS Bush carrier, downs drones at sea China’s CATL reveals 621-mile EV battery, under-7-minute charging to challenge BYD US uses world’s first exascale supercomputer to model supernovae, fusion reactors AI and Robotics Archives - Interesting Engineering First-in-human study confirms safety of graphene-based brain interface Tesla’s Optimus humanoid robot greets runners, poses for photos at Boston Marathon Interlocking materials offer high strength and flexibility for robotics, infrastructure US redeploys 100,000-ton nuclear-powered aircraft carrier in Red Sea after repairs US scientists unveil concept for ‘world’s first neutrino laser’ to unlock breakthroughs New military tech can maintain communication in contested electronic warfare environments Got a dark personality? Psychologists can help you choose your career wisely Humidity boosts performance of 3D-printed nanogenerator instead of degrading it China demonstrates microwave beam that recharges drones in flight, continues power delivery Scientists run compact free-electron laser for eight hours, cracks FEL stability problem China’s PLA considers to use minelaying underwater drones to enforce Taiwan blockade: Report 1-ton sharks may struggle for survival in waters exceeding 62.6°F, study suggests US firm’s thorium nuclear fuel bundles move to manufacturing for commercial reactors Tesla hits 0% charge in remote Chilean desert as YouTuber uses hood-mounted solar Humanoid robot surpasses human world record in Beijing half-marathon, clocking 50:26 mins New method extracts maximum work from unknown quantum states using symmetry tricks US scientists’ new method can measure rare-earth elements in plants without destroying them 1,800-year-old feces reveal disease and hygiene linked to Roman Empire in Bulgaria Tankers come under fire as Iranian forces close Strait of Hormuz over US blockade Iran announces opening of Strait of Hormuz, Donald Trump says blockade to continue US scientists confirm altermagnetism in rust, unlock faster, low-power electronics Chinese scientists hit record 63 K in nickel superconductors without extreme pressure Songbird study reveals potential paths for human brain’s self-repair, neurogenesis US dumping ground that stores hundreds of drums with nuclear waste set to be cleaned up Chinese scientists’ diamond-based coating to boost data center cooling efficiency by 80% US’ 100,000-ton nuclear warship sets record with longest deployment since Vietnam War World-first eVTOL two-way transition flight test completed by Vertical Aerospace New electrolyte design improves solid-state battery conductivity by 2.7 times 50-year-old prediction confirmed as scientists spot darkness moving faster than speed of light Uncrewed underwater vehicle enters service in Australia, can boost autonomous warfare power Quasi-solid-state battery hits 99.98% efficiency, stops dendrites, and boosts cycle life France plugs Lucy photonic quantum system into supercomputer for hybrid computing US Army CH-47F Chinook helicopter makes first autonomous landing without human input 300-million-year-old German Basin could hold one of Europe’s largest lithium resources ‘World’s first’: AGIBOT G2 humanoid robots run tablet testing on live factory line Google in talks with Pentagon to deploy Gemini AI after Claude limits dispute US tests spin-polarized fuel in 180-million-degree Fahrenheit tokamaks for fusion power US unveils AI-powered drone with 66-mile reach, modular payload transforms operations Anthropic launches Opus 4.7 with 13% higher vision resolution and stronger coding Germany airdrops 5 ton ‘mini tank’ from aircraft in first airborne test trial US nuclear firm submits plan for 240 MW small modular reactor to power 1.5 million homes China turns on largest AI science hub in 2 months, using no US chips at all Relic black holes from cosmic ‘bounce’ may be dark matter shaping our Universe China releases first detailed map locating seabed minerals in eastern seabed China’s humanoid robot masters real-time tennis rallying with 90.9% return accuracy 10,000 suns: Black hole ‘dancing jets’ clocked at instantaneous power in a first US chemists turn natural gas into liquid fuel without high heat and pressures Australia’s major refinery burns for 13 hours, raises fresh fears over petrol supply crisis US firm can help faster, real time tracking of high-speed threats with infrared camera US Army trials unmanned Hunter Wolf robot with gun, radar in combat drills Massive cosmic test shows Newton and Einstein still explain gravity accurately Mondelez-backed startup debuts ‘world’s first’ chocolate bars made with cultured cocoa China trials deep sea actuator for cutting cables and pipelines at 3,500m depth ‘Missing house’: Exact location of Shakespeare’s only London 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Roman Hispania reveal ingenious house painters A reimagined Paul trap could help labs worldwide study antimatter beyond CERN China’s BYD debuts electric SUV with up to 590-mile range capability, 130.15 kWh battery Rare 2,000-hp Japanese WWII aircraft lifted out of ocean 80 years after combat Autonomous underwater mine warfare could become easier with French firm’s AI-powered system China showcases Y-30 plane to outperform ‘world’s best tactical transport aircraft in service’ NASA Artemis II crew splashes down safely on Earth after 694,000-mile roundtrip to moon UK firm to boost US Army’s battle firepower with new cannons for 155mm Howitzer Can defects boost light? Study shows flaws boost energy flow in organic semiconductors China could test floating rocket launch platform in South China Sea open waters: Reports Physicists unlock way to measure quantum entanglement inside real-world materials China ramps up new sodium-ion EV battery cathodes as cells survive 572°F safety tests US authorizes Mach 5+ Dark Eagle hypersonic missile for rapid global strike missions Solid-state nuclear battery claims 100-year power for ultra-low energy devices South Korea clears Saeul 3 nuclear reactor for criticality after fuel, heat tests Fake birds, real impact: Robotic decoys aim to revive grouse populations in US Faster, safer solid-state EV batteries unlocked with new US-made super polymer Microsoft out: France moves to replace Windows with Linux to cut reliance on US tech World’s first commercial-ready deep borehole nuclear waste disposal inches closer to reality New dual-frequency trap captures electrons and ions, pushing antihydrogen beyond CERN Military Archives - Interesting Engineering
Google rolls out Gemini Omni Flash for autonomous video creation across apps
Neetika Walt · 2026-05-23 · via Interesting Engineering

Google has started rolling out Gemini Omni Flash, its new multimodal AI model that can generate and edit videos using text, images, audio and video inputs. The rollout follows the model’s announcement during Google I/O 2026 and marks the point where users can now actively use the system inside the Gemini app, Google Flow and YouTube Shorts.

The company says the model is designed to combine reasoning and creative generation in a single system, allowing users to build and modify video content through natural conversation.

With Gemini Omni Flash, users can prompt the model to create videos from scratch or modify existing clips step by step. Each instruction builds on the previous one, allowing continuous refinement of scenes without breaking continuity. Google says this helps maintain consistency in characters, objects and environments across edits, even as the video changes through multiple iterations.

The model also supports multi-input workflows, where users can combine different types of inputs such as text prompts, images, video clips and audio references. This allows a single output video to be shaped using multiple reference points instead of relying on a single prompt. Google says the system is built to understand how these inputs relate to each other and produce a coherent final scene.

The rollout is part of Google’s broader push to integrate generative AI into its consumer ecosystem, especially platforms focused on short-form video creation. YouTube Shorts and the YouTube Create app are among the first platforms where Omni Flash capabilities are being introduced, signalling a tighter connection between AI generation tools and content creation pipelines.

The company also says all outputs generated through the system will include SynthID watermarking for identification of AI-generated content.

Conversational video editing

Gemini Omni Flash allows users to edit videos using natural language commands instead of traditional editing tools. Users can describe changes such as altering environments, adding objects or changing actions within a scene, and the model updates the video accordingly while preserving overall structure.

The system is designed to maintain visual continuity across edits, ensuring that characters and objects remain consistent as changes are made over multiple steps. Google says this makes the editing process more iterative and flexible compared to conventional video production tools.

The model also draws on Gemini’s broader world knowledge to improve realism in generated content. It uses this understanding to simulate physical interactions such as motion, lighting and environmental effects more accurately, according to Google.

From prompts to production

Google has positioned Gemini Omni Flash as part of a wider shift toward multimodal AI systems that can handle creation and reasoning together. The model is designed to process multiple input formats and generate output video that reflects combined instructions rather than isolated prompts.

The company says the goal is to reduce the gap between idea and execution, allowing users to move from concept to finished video using a single conversational interface. Over time, Google plans to expand output formats beyond video, with support for images and audio also planned for future updates.

The rollout of Gemini Omni Flash is currently limited to select subscription tiers in the Gemini app, with broader access expected as the deployment expands.

The Blueprint

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With over a decade-long career in journalism, Neetika Walter has worked with The Economic Times, ANI, and Hindustan Times, covering politics, business, technology, and the clean energy sector. Passionate about contemporary culture, books, poetry, and storytelling, she brings depth and insight to her writing. When she isn’t chasing stories, she’s likely lost in a book or enjoying the company of her dogs.