Tags: MiniMax

MiniMax M3 Achieves Three Key Features Simultaneously with Open Source Technology

MiniMax's open-source model M3 (428 billion parameters) achieves three milestones simultaneously: 1M ultra-long context, native multimodal capabilities, and advanced coding. We examine real-world results, from video comprehension to HTML generation.

July 8, 2026

Tags

1440p 18A 2026 AI 3D TV 3D printer 3D printing 3D video 4K 5G 8K AARD Code AGI AI AI Agent AI Assistant AI Ethics AI Gateway AI Image Generation AI Models AI Operation AI PC AI Regulation AI Safety AI Semiconductors AI Vulnerability Detection AI accelerator AI acquisition AI adoption AI agent AI agents AI assistant AI bubble AI code assistant AI code review AI coding AI data center AI development support AI documents AI ethics AI for Science AI governance AI organizational transformation AI payment AI photo editing AI price war AI processing AI regulation AI research AI safety AI security AI video generation AI voice AI-generated music AI-generated scams AMD AMD Ryzen AMDGPU ANC ANSSI AP-101B API API Management APKWS AR ARM ASRock AT Protocol ATI Radeon AUR AVX-512 AWS AYANEO Academic publishing Age Verification Agent Economy Agents AirPods Aircraft Alan Turing Alchemist Alexa Alipay Alpine Linux Amazon Amy Olberding Android Android 17 Andøya Spaceport Animal Behavior Anna's Archive Ant Group Anthropic Anti-UAV System Anti-drone Antitrust App Store Apple Apple Intelligence Apple M3 Apple MLX Apple Silicon Arc Arch Linux Architectural Technology Arm Asahi Linux Astro Astronomical Observation Audio Australia AutoGen Automation Automotive Industry Azure BAT BI Tools BLIP-2 BMW BPF BSD Battery Bazzite Benchmark Bevy Big Data Billionaire Tax Biohybrid Bioinformatics Biotechnology BitTorrent Bitdefender Bloomberg Blue Origin Bluesky Bluetooth Bluetooth SIG Boeing 747 Boston Dynamics Brain Simulation Brazil Broadband Broadcom ByteDance CAR-T CATL CCleaner CET CIX P1 CI・CD CLI CMF COSMIC COSMIC desktop COVID-19 CPU CPU cooler CPU scheduler CRT CSS CVE Cache Aware Scheduling California Canada Cancer Treatment Capita Case Report Censorship Chain of Thought Chapter 11 ChatGPT Chatbots Checks Cheetah Mobile Chery China China AI China EV Market China tech Chinese AI Chinese battery industry Chinese market Chrome Chromium Cisco Civic Claude Claude Code Claude Fable Claude Fable 5 Claude Mythos Climate Change Adaptation Cloud Cloud Migration Cloud Security Cloudflare Clustering CoWoS Code Review Codex Cognitive Science Collaboration Campaign Comcast Commercial IP Commodore Community Comparison Shopping Compatibility Computex Computex 2026 Conflict of Interest Consciousness Studies Consumer Behavior Consumer Protection Containers Coral reefs Core 2 Quad Cost Management Creality CrewAI Cryptography Cursor Custom Silicon Customization Cyber Essentials Cyber-occult Cybersecurity DDR1 DDR2 DDR5 DIY PC DJI DLSS DMCA DNA analysis DRAM Daily Nous Dark Matter Data Analysis Data Breach Data Center Data Protection Data Sales Data Theft Data centers Database Decentralized Decision-making DeepMind DeepSeek Defender Delilah Department of Defense Dependency Management Design System Design Tokens DevOps Developer Mode Developer Tools Development Tools Diagnostic Imaging Digital Camera Digital Distribution Digital Inclusion Digital Marketing Digital Payments Digital Rights Digital transformation Discord Dish DisplayPort Distribution DocLang Docker Dragonwing Driver Drone Countermeasures Drug Discovery Durability E Ink E-paper E2E encryption ECS EFF EU EV Echo Echo Hub EchoStar Edge 70 Fusion Elon Musk Emerging Infectious Diseases Emotion Recognition Encryption Encryption API Engineering Sample Epigenetic Reprogramming European Space European space development Evolution Exif Export Controls Export Restrictions Extensions FARO FCC FDA FEX FFI FISA FOSSA FSD FUSE Fab Expansion Fable 5 Facebook Facial Recognition Fedora Figma competitor File Management Files by Google Financial Fraud Fine-Tuning Finland Fintech Fire HD 10 First Amendment Fitness Trackers Flipper Zero Flood Prevention Foldable Smartphone Foldable Smartphones Food Culture Food Delivery Food preservatives Ford Foundry Framework France Free Speech FreeBSD Frontend Design Frontier AI Fu Sheng G.Skill GCC GDID GGUF GHC GLM 5.2 GLM-5.2 GM GPT-5.6 GPU GTK3 Galaxy Galaxy S25+ Galaxy Watch Galaxy Z Flip 8 Galaxy Z Fold 8 Game Boy Advance Gaming Gemini Gene Therapy Genome Geoffrey Hinton Gigabyte Git GitHub GitHub Copilot GitLab Gitea Google Google Books Google Chrome Google Earth Google Maps Google Photos Google Pixel Google Research Google Wallet Government Government Websites Grand Mathematics Graphics driver Greater Zurich Area Grindr Guizhou Cuisine HBC HBM HCLTech HDMI 2.1 HDR Half-Life Half-Life 2 Hall Effect Hardware HarmonyOS Haskell Headphones Heart Rate Sensors Heatwave HiDream Hisense History of Technology Hollywood Home Assistant Home Speaker Honda Honor Horizontal Gene Transfer Housing Huawei Human Rights Humanoid Robots Hunyuan Hy3 Hyundai IBM IETF IP68 IPO IPTV IPv4 ISP ISS IdeaPad Slim 5x IndexedDB India Industrial Robots Inference Costs Information Management Insects Insta360 Instagram Intel Intel Core Intel Mac Internet culture IoT Iridium Isar Aerospace I・O Processor JBL JIT spraying JPL JaiLIP James Webb Space Telescope Jellyfin Jenkins Jensen Huang Jezero Crater Jujutsu Juno Computers K-Means KDE Kalshi Kernel Kimi Kling AI L-system L3Harris LFP LGBTQ LGBTQ+ LHDC v5 LLM LLM customization LLM fine-tuning LPCAMM2 Land Use LangGraph Large Language Models Larry Page Laser weapons Lawsuit Lehmer code Leica Lenovo Level 3 autonomous driving Lewis Ross Libraries Licensing Lawsuit Linear Linker Linux Linux Desktop Linux Foundation Linux Kernel Linux kernel LitPlayer Lithium-ion batteries LoRA Local LLM Log Collection Logitech Longevity Science Losses Love Island USA Lunar Development Lunar Exploration M&A M&S M4 M5 M6 M7 MATE MCP MEXT MIT Technology Review MITRE ATT&CK MLOps MR MSI MST MacBook Pro Machine Learning Malware Manifest V2 Manufacturing Industry Mark Gurman Markdown Mars Mars Exploration Mars exploration Maryland Material Technology Max Planck Medical Medical Diagnosis Medical Tourism Medical devices Megapod Memory Memory Management Memory Prices Mercedes-Benz Meredith Whittaker Mesa Messaging Meta MiXplorer Microsoft Military Technology Military technology Mini LED MiniLED MiniMax Model File Moderna Motorola Multi-Agent Multimodal AI Muse Music Generation MySQL Mythos N2 Process NASA NASDAQ NATO NHS NPS NVIDIA NVK Natural Language Processing Nest Audio NetNewsWire Netflix Neural Networks New Glenn Nissan Noise-Canceling Nothing Nova Lake Nuclear Energy Nuclear Rover Nuclear energy Nvidia OCI OCI Compliance OS OS development OSS OSS Security Ollama Online Privacy Online safety OnlyFans Open Letter Open Source Open-Weight Model Open-source OpenAI OpenClaw OpenPGP OpenZL Oracle Orange Pi Osaka University Osmo Pocket Otome Games P2P PAM PC components PEFT PGP POSIX PPG Packaging Palantir PamStealer Paraguay Parasites Parody Passport Payments Penetration Testing PeopleSoft Performance Performance Optimization Perseverance Personal Context Personal Information Personal development Philosophy Physical AI Pine64 Pipes Pixel Pixel 11 Pixel Drop Plan-and-Execute Platform Platform Accountability Platform Load Platform Regulation PlayStation Playlist Podcast Podman Policy Politics Pop!_OS Popular Music Portfolio Post-Quantum Cryptography Postal Service Price Hike Privacy Privilege Escalation Product Management Productivity Programming Project Glasswing Project Kuiper Project Nimbus Project Solara Project Switch Proton Psychology Public Infrastructure Pull Request PyPI Pyodide Python QLoRA Qi Qlik Qualcomm Quality Regression Quantization Quantum encryption Quest R&D R&D hub RAG RAID RAM RDNA 3 RDNA 3.5 RDNA3 RDNA4 RFC-3986 RGB RISC-V RSS RTX 3060 RTX 5070 Ti Super RTX 5080 Super RTX Spark Radeon Radio Garden Radxa Ramp Ranking Raptor Lake Raspberry Pi Raspberry Shake Razer ReAct React ReactOS Real2Sim Reddit Regulatory Easing Research Ethics Retail industry Retro Retro Computing Retro PC Revelio Labs Revolutionary War Ring AI Rivian Robotics Robots Rocket Lab Rootless Roscosmos Router Runtime Russia Rust Ryzen 9000 SBC SBOM SCO SD Card SD-WAN SDUC SELinux SEO SIMD SK Hynix SMB SMPTE SQL ST 2110 SZ42 Same-Day Delivery Samsung Samsung Wallet SanDisk Satellite Communications Scattered Spider Search Features Seasonic Security Seismic observation Semiconductor Semiconductor Shortage Semiconductors Sequencing Server Servo Shadow Stack Sharing Economy ShinyHunters Shorts Shrinking Margins Sigma Signal Silhouette Method Silicon Valley SimFoundry Single-Board Computer Siri Sling TV Smart Home Smartphone Smartwatches Snapdragon Snapdragon 8 Elite Gen 5 Snapdragon Reality Elite Snowflake SoC Social Media Social Media Regulations Social networks Sociocultural SoftBank Software Supply Chain Security Sony South Korea economy Space Business Space Development Space Shuttle Space Startup SpaceX Spectrum Spotify Springer Nature Stack Overflow Stanford University Starlink Starship Startup Steam Controller Steam Controller 2 Steam Machine Storage Streaming Supply Chain Supply Chain Attacks Surveillance Surveillance Pricing Surveillance Society Survey Methods Swift Switzerland Sync Engine Syntropy System Monitor System76 T-Mobile TCL TSMC TSME TV Tabnine Tarlin Tax Policy Teenage Engineering Television Tencent Terence Tao Terzan 5 Tesla Texas Text-to-SQL ThoughtSpot Ticketmaster Tidal TikTok Tool Calling Touchscreen Toyota Translation TrueType Trump Administration Trump administration Turtle Beach TypeScript U.S. Department of Energy U.S. Fish and Wildlife Service U.S. Government Regulation U.S. government U.S. politics UBports UFS UI・UX UK Government UPower URI US Politics US law US-China AI competition USB-C USB4 UX Design Ubuntu Ubuntu Touch Ultra Unicorn United States University of Texas Unix Update Urban Development User Experience User Interface V2G VA study VCR VFS VKontakte VMware VPN VR VRAM Value Investing Valve Vibe Coding Video Conferencing Video Streaming Vim Viral Visa Visual Generation Vite Vivo Voice Assistant VoidZero Volkswagen Vulkan Vulkan Video Vulnerabilities Vulnerability WPC WWDC WWDC 2026 Water Resistance Wayland Waze Wearables Web Performance Web services WebAssembly Webcam Wi-Fi WinUI Windows Windows 11 Windows compatibility Wine Wired review World Cup World Robot Conference X5 XPrize XR Xbox Xfinity Xiaomi Xiaoyi Xinuos YouTube YouTube Music Zero-Day Zero-Knowledge Proof Zhipu AI Zig Zuckerberg Zurich academic freedom accessibility accessories accidents ad blockers age verification agent agents algorithms alias ancient DNA anti-competition app app management astronomy atmospheric water harvesting audio automation automotive automotive industry automotive parts autonomous AI autonomous driving autonomous weapons backup battery binary compatibility biotechnology birth rate blog bounded rationality bounty branch strategy broadband browser browser engine bubble bug bulge fossil fragment business strategy cache optimization camera capitalism cardiovascular disease central research lab charging cheating chip manufacturing chip technology class action lawsuit climate change cloud cloud storage collaboration tools communications infrastructure community compiler computational power consciousness consumer behavior consumer protection container content moderation cooling copyright corporate governance corporate tax cost optimization cost performance cost-cutting cost-performance courts crawler creativity cryptographic technology customization cybersecurity data archive data center data centers data collection data compression data interpretation data privacy data protection data science data sovereignty database dataset delay deliverability delivery democracy deployment deregulation design patterns design systems design tools desktop environment development tool development tools differential privacy digital camera digital content digital distribution digital rights digital society digital tickets digital transformation digital wallet digital well-being direction discount divinization driving range drone economics edge AI edge computing education electric vehicle electricity electrification electrolyte additives embedded development embedded software employment emulator encryption energy energy consumption engineering environmental conservation environmental regulations environmental sensors environmental technology ethics ethics-washing evaluation systems evolutionary psychology executive leadership export control export controls export restrictions eye preservation feature phone feed reader file sharing file system financial risk financial risks firmware update flight simulator foldable smartphone folding folding smartphone food and beverage industry formal grammar foundation model foundry fractals framework framework comparison franchise free freedom of speech fundraising future foresight gadgets galaxy formation galvo game game compatibility game development game engine gamepad gaming gaming handheld gaming keypad generative AI ghost guns gimbal camera glossary government communications government procurement government regulations grayscale gun control habit improvement handheld handy apps hardware health features heat wave home entertainment home screen housing bubble human role humanoid robots hybrid autofocus hypertension iOS iOS 27 iPad iPad Pro iPhone iPhone Air iPhone Fold iX5 identity management image generation incident incoming calls influenza vaccine information hiding information theft inline assembly innovation insider trading internet history investment jailbreak jj job hunting judicial access kernel kernel development kernel optimization knowledge management knowledge sharing labor market land transfer laptop large language models laser engraving machine law lawsuit leak legal liability libssh2 life exploration liquid cooling llama.cpp lo-fi local LLM localization strategy low Earth orbit satellites low-level programming mRNA macOS machine learning mail server maker tools malware management studies manufacturing manufacturing industry marine robots mathematics medical data meeting transcription memory bandwidth memory encryption memory tiering mental health mid-range military military AI mirrorless mobile mobile OS mobile accessory mobile payment mobile payments model attribution model compression modification modular keyboard modular servers mouse multi-agent system multimodal multimodal AI music discovery music equipment music streaming n8n navigation app network nutritional epidemiology ocean data online gambling ontology open access open source open-source open-source driver openPangu operational efficiency opt-out orbital debris organ transplantation organic carbon organization organization theory organizational transformation overclocking ownership parameter-efficient fine-tuning patent lawsuit performance perfusion technology personalization persuasive tactics philosophy of technology physical media plant modeling plastic pollution platform policy political technology portable gaming console post-quantum cryptography power bank power grid power management prediction market pricing comparison privacy proc procedural generation process design process node productivity profit shifting programming education programming language prompt engineering public health quality control quantization radio ransomware real estate market reality show regulation remains identification research funding research methods retro risk robotics rocket royalties sales staff sampler satellite satellite communication satellite internet satellites screen time secondhand market security security patch self-driving self-hosted self-hosting self-plagiarism semiconductor semiconductor shortage semiconductors sensor technology settings sex education shadow banning shortcuts silent operation simulation single-board computer small form factor PC small modular reactors smart glasses smart native smart retail smart speaker smartphone smartphone review social media social network sodium-ion battery software development sound quality comparison source code management space space data center space debris space development space infrastructure space junk space station sqlite-utils standardization standards standardization startup startups static typing statistical data steganography storage streaming surveillance surveillance bill surveillance society sustainability sysctl system prompts system tools systems programming tablet taxation technology technology and humanities technology and society technology commentary technology management technology regulation telemetry textile technology time series forecasting token billing token saving tokens touchscreen traditional enterprises traffic lights training data transparency travel planning type system uBlock Origin ultra-thin smartphones undersea cable update user engagement user interface vaccine valuation version control video editing video player video streaming video technology viewer behavior visualization voice encryption voting vulnerability water cooling water resources wearable wearables web development web scraping web standards whistleblower wireless wireless charging wireless earbuds workflow yield young talent zero-day zero-day vulnerability zlib-rs