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daniyasiddiquiEditor’s Choice
Asked: 17/11/2025In: Technology

How will multimodal models (text + image + audio + video) change everyday computing?

text + image + audio + video

ai models xartificial intelligenceeveryday computinghuman-computer interactionmultimodal aitechnology trends
  1. daniyasiddiqui
    daniyasiddiqui Editor’s Choice
    Added an answer on 17/11/2025 at 4:07 pm

    How Multimodal Models Will Change Everyday Computing Over the last decade, we have seen technology get smaller, quicker, and more intuitive. But multimodal AI-computer systems that grasp text, images, audio, video, and actions together-is more than the next update; it's the leap that will change comRead more

    How Multimodal Models Will Change Everyday Computing

    Over the last decade, we have seen technology get smaller, quicker, and more intuitive. But multimodal AI-computer systems that grasp text, images, audio, video, and actions together-is more than the next update; it’s the leap that will change computers from tools with which we operate to partners with whom we will collaborate.

    Today, you tell a computer what to do.

    Tomorrow, you will show it, tell it, demonstrate it or even let it observe – and it will understand.

    Let’s see how this changes everyday life.

    1. Computers will finally understand context like humans do.

    At the moment, your laptop or phone only understands typed or spoken commands. It doesn’t “see” your screen or “hear” the environment in a meaningful way.

    Multimodal AI changes that.

    Imagine saying:

    • “Fix this error” while pointing your camera at a screen.

    Error The AI will read the error message, understand your voice tone, analyze the background noise, and reply:

    • “This is a Java null pointer issue. Let me rewrite the method so it handles the edge case.”
    • This is the first time computers gain real sensory understanding.
    • They won’t simply process information, but actively perceive.

    2. Software will become invisible tasks will flow through conversation + demonstration

    Today you switch between apps: Google, WhatsApp, Excel, VS Code, Camera…

    In the multimodal world, you’ll be interacting with tasks, not apps.

    You might say:

    • “Generate a summary of this video call and send it to my team.
    • “Crop me out from this photo and put me on a white background.”
    • “Watch this YouTube tutorial and create a script based on it.”
    • No need to open editing tools or switch windows.

    The AI becomes the layer that controls your tools for you-sort of like having a personal operating system inside your operating system.

    3. The New Generation of Personal Assistants: Thoughtfully Observant rather than Just Reactive

    Siri and Alexa feel robotic because they are single-modal; they understand speech alone.

    Future assistants will:

    • See what you’re working on
    • Hear your environment
    • Read what’s on your screen
    • Watch your workflow
    • Predict what you want next

    Imagine doing night shifts, and your assistant politely says:

    • “You’ve been coding for 3 hours. Want me to draft tomorrow’s meeting notes while you finish this function?
    • It will feel like a real teammate organizing, reminding, optimizing, and learning your patterns.

    4. Workflows will become faster, more natural and less technical.

    Multimodal AI will turn the most complicated tasks into a single request.

    Examples:

    • Documents

    “Convert this handwritten page into a formatted Word doc and highlight the action points.

    • Design

    “Here’s a wireframe; make it into an attractive UI mockup with three color themes.

    •  Learning

    “Watch this physics video and give me a summary for beginners with examples.

    •  Creative

    “Use my voice and this melody to create a clean studio-level version.”

    We will move from doing the task to describing the result.

    This reduces the technical skill barrier for everyone.

    5. Education and training will become more interactive and personalized.

    Instead of just reading text or watching a video, a multimodal tutor can:

    • Grade assignments by reading handwriting
    • Explain concepts while looking at what the student is solving.
    • Watch students practice skills-music, sports, drawing-and give feedback in real-time
    • Analyze tone, expressions, and understanding levels
    • Learning develops into a dynamic, two-way conversation rather than a one-way lecture.

    6. Healthcare, Fitness, and Lifestyle Will Benefit Immensely

    • Imagine this:
    • It watches your form while you work out and corrects it.
    • It listens to your cough and analyses it.
    • It studies your plate of food and calculates nutrition.
    • It reads your expression and detects stress or burnout.
    • It processes diagnostic medical images or videos.
    • This is proactive, everyday health support-not just diagnostics.

    7. The Creative Industries Will Explode With New Possibilities

    • AI will not replace creativity; it’ll supercharge it.
    • Film editors can tell: “Trim the awkward pauses from this interview.”
    • Musicians can hum a tune and generate a full composition.
    • Users can upload a video scene and request AI to write dialogues.
    • Designers can turn sketches, voice notes, and references into full visuals.

    Being creative then becomes more about imagination and less about mastering tools.

    8. Computing Will Feel More Human, Less Mechanical

    The most profound change?

    We won’t have to “learn computers” anymore; rather, computers will learn us.

    We’ll be communicating with machines using:

    • Voice
    • Gestures
    • Screenshots
    • Photos
    • Real-world objects
    • Videos
    • Physical context

    That’s precisely how human beings communicate with one another.

    Computing becomes intuitive almost invisible.

    Overview: Multimodal AI makes the computer an intelligent companion.

    They shall see, listen, read, and make sense of the world as we do. They will help us at work, home, school, and in creative fields. They will make digital tasks natural and human-friendly. They will reduce the need for complex software skills. They will shift computing from “operating apps” to “achieving outcomes.” The next wave of AI is not about bigger models; it’s about smarter interaction.

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mohdanasMost Helpful
Asked: 14/10/2025In: Language

What are the top programming languages for 2025?

the top programming languages for 202

ai / mlpopular languages 2025programming languagessoftware developmenttechnology trendsweb development
  1. mohdanas
    mohdanas Most Helpful
    Added an answer on 14/10/2025 at 2:00 pm

     Top Programming Languages of 2025 (and why they rule) Technology changes at breakneck rates — what's hot now can be a relic soon. But some programming languages continue to remain hip, withstanding as business shifts toward AI, cloud computing, security, and automation. The top programming languageRead more

     Top Programming Languages of 2025

    (and why they rule)

    Technology changes at breakneck rates — what’s hot now can be a relic soon. But some programming languages continue to remain hip, withstanding as business shifts toward AI, cloud computing, security, and automation. The top programming languages in 2025 are those that provide a combination of performance, scalability, developer experience, and support environment.

    1. Python — The Evergreen That Still Reigns Supremes

    Why it’s still #1:

    Python is the monarch because it’s easy, readable, and just plain flexible. It’s the “Swiss army knife” of programming computer science — for AI/ML, data science, web development, automation, and teaching. Its syntax is as close to writing English, so it’s ideal for beginners and seniors.

    Trends behind Python’s popularity in 2025:

    • A boom of deep learning and AI (with PyTorch, TensorFlow, and LangChain toolkits).
    • Growing demand for data analytics and data engineering experts.
    • Automation of DevOps, testing, and scripting with Python software.
    • Growing prototyping by AI-driven apps, thanks to LLM integrations.

    In short, Python is no longer a programming language; it’s the substrate of today’s tech prototyping.

     2. Java — The Enterprise Workhorse That Won’t Quit

    Why it’s in demand:

    Despite being traced back to the 1990s, Java continues to drive the world of enterprise from Android applications to banks to massive backend infrastructure. Stability, security, and scalability are its inevitable draw in 2025.

    Where Java reigns supreme:

    • Massive financial and enterprise software.
    • Android app development via nobilitated frameworks such as Kotlin-suitable Java hybrids.
    • Cloud computing environments (AWS, Azure, GCP).

    Why does it still manage to hold its ground

    Regular refreshers (Java 21+ to 2025) and frameworks such as Spring Boot make it faster and more dev-centric than ever.

    3. JavaScript / TypeScript — The Web’s Beating Heart

    Why is it everywhere

    If browser-based, it executes apps in JavaScript. From interaction-enabled web pages all the way to full-fledged web apps, JavaScript is unavoidable. But not this year, 2025 — it’s TypeScript, the intelligent, type-safe sibling of JavaScript, that’s at the helm.

    What’s trending in 2025:

    • TypeScript adoption is number one because of strict typing, debuggable with human-readable output, and better team scalability.
    • Front-end libraries such as React 19, Next.js 15, and SvelteKit all depend on TypeScript to make development easier.
    • Node.js, Deno, and Bun continue to push JavaScript out of the browser and onto servers, tools, and automation.

    In short: If the scientist’s tool is Python, the web designer’s pen is TypeScript.

     4. C++ — The Backroom Power Player

    Why it’s still relevant:

    • C++ remains the king where performance and control count most — games, embedded systems, AR/VR, autonomous vehicles, high-frequency trading.

    C++ modern renaissance:

    • With newer standards (C++23 and later) and libraries such as Unreal Engine 5, C++ is still the performance-critical systems.

    Why developers love it:

    • It teaches discipline — dealing with memory, optimizing for performance, and what happens “under the hood”.

     5. C# — The Future Enterprise and Game Dev Hero

    Why it prospers

    C# has endured, particularly via Microsoft’s cross-platform .NET universe. It drives desktop apps, web APIs, Unity games, and cloud apps today.

    2025 trends:

    • Massive explosion in Unity game development and AR/VR apps.
    • Cross-platform mobile and desktop platforms like .NET MAUI.
    • Seamless integration with Azure for commercial apps.

    C# today: No longer only about Windows — it’s the anchor. Microsoft innovation today.

     6. Go (Golang) — Cloud & DevOps Darling

    Why it’s exploding so quickly:

    Google-created Go is renowned for its simplicity, ease of concurrency handling, and performance 2025:

    • Cloud infrastructure software sMicroservices, Kubernetes, and cloud-native application language.
    • Go explodes in much as Docker and Kubernetes.
    • Custom high-performance backends at scale APIs.
    • DevOps automation, where reliability is paramount.

    Why devs adore it

    Its efficacy, lightness, and lean syntax are heaven for developers with an aversion to bloated frameworks.

     7. Rust — The Future (and Safety) Language

    What makes it different:

    Rust’s emphasis on zero-performance-cost memory safety is the system programmer’s darling. Technology giants Microsoft, Meta, and Google are using it for low-level programming.

    2025 growth drivers:

    • Adoption into AI pipelines where performance and safety converge.
    • Greater use of blockchain and Internet of Things (IoT) platforms.
    • Greater use in Linux kernel development and browser engines (e.g., Firefox’s Servo).

    Why Rust is so attractive

    It’s programmers’ nirvana: secure, speedy, and liberating. It’s the overall consensus as the future of C and C++.

    8. SQL — The King of Data Still Reigns

    Why it remains so relevant:

    Despite newer database technology, SQL is still the one language everyone gets to discuss data. SQL’s near-monopoly over querying structured data from analytics dashboards to AI training sets is not being challenged.

    In 2025:

    SQL has come of age — newer implementations like BigQuery SQL and DuckDB coexist with AI-powered analytics and cloud data warehouses.

    9. Kotlin — The Polished Android and Backend Language

    Why it matters

    The simplicity of syntax and interoperability with Java make Kotlin a top favorite among Android developers. It’s also on the rise for backend and cross-platform development on Kotlin Multiplatform.

    Why devs love it:

    Boilerplate on the decline, productivity on the rise, and it gets along well with current Java environments — the best rite of passage tale for app developers in this era.

    10. Swift — Apple’s Clean, Powerful Language

    Why it still thrives:

    Swift is Apple’s jewel for iOS, macOS, and watchOS application development. It is as readable and high-performance as Python and C++.

    New in 2025:

    Swift is being generalized to AI frameworks and server-side development, so it’s more than ever a jack-of-all-trades.

     Final Thoughts — The Bigger Picture

    No programming language “rules them all” anymore in 2025. Rather, the best language is typically the one that best suits your aim:

    • Goal Optimal Languages
    • Web Development
    • JavaScript, TypeScript, Python
    • Mobile Applications
    • Kotlin, Swift
    • AI / Machine Learning
    • Python, Julia, Rust
    • Cloud / DevOps
    • Go, Rust
    • Game Programming
    • C#, C++
    • Data SciencPython, SQL
    • Enterprise Systems
    • Java, C#

    The Human Takeaway

    Programming languages are no longer just tools — they are pieces of art. For 2025, the tide is clean syntax, secure code, and intelligent ecosystems. Programmers now pick languages not only for what they can do but for community, integration, and pleasure to use.

    With the help of AI on co-piloting duty, proficiency in such languages will be less a case of syntax memorization and more a case of acquiring logic, design, and problem-solving skills — the timeless human talent for coding.

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daniyasiddiquiEditor’s Choice
Asked: 27/09/2025In: Stocks Market

Which sectors or themes are likely to outperform in the coming years?

outperform in the coming years

future trendsgrowth sectorsmarket outlooksector rotationtechnology trendsthematic investing
  1. daniyasiddiqui
    daniyasiddiqui Editor’s Choice
    Added an answer on 27/09/2025 at 4:49 pm

     1. Artificial Intelligence & Automation Topic: The rise of smart machines and decision-making systems Why it matters: AI is moving from "cool tech demo" to business-critical infrastructure. Every industry—healthcare, logistics, and more—are attempting to understand how they can use AI to save mRead more

     1. Artificial Intelligence & Automation

    Topic: The rise of smart machines and decision-making systems

    Why it matters:

    • AI is moving from “cool tech demo” to business-critical infrastructure.

    Every industry—healthcare, logistics, and more—are attempting to understand how they can use AI to save money, improve decision-making, or customize customer experiences.

    Key winners:

    • Semiconductors & hardware (e.g. Nvidia, AMD, TSMC)
    • AI infrastructure & cloud platforms (Microsoft Azure, AWS, Google Cloud)
    • AI software & services (enterprise AI tools, generative AI startups)

    Human insight:

    AI is no longer a buzzword—it’s becoming the productivity driver of the 21st century. Just like the internet in the 1990s. Expect this theme to take shape but last for decades.

    2. Clean Energy & Climate Tech

    Theme: Decarbonization of the global economy

    Why it matters:

    • Governments are spending trillions on green energy transitions.
    • Climate change is now a political issue no longer—it’s a real business and risk management issue.
    • Energy security has become a geopolitics, and it’s pushing nations towards renewables.

    Big winners:

    • Solar, wind, and hydrogen industries
    • Battery tech / energy storage
    • Carbon capture and smart grid infrastructure
    • EV ecosystem (cars, charging, raw materials like lithium, cobalt)

    Human insight:

    This is a long game. These types of transitions will last decades, but the policy-backed momentum and demand-led momentum are now in place. Volatility will be there, but the trend is irreversible.

     3. Healthcare Innovation & Biotech

    Theme: Personalized medicine, biotech innovation, and aging populations

    Why it matters:

    • The world population is aging quickly, especially in the West, Japan, and China.
    • Medical technology is evolving faster than ever—CRISPR, mRNA, gene therapy, AI diagnostics.
    • COVID accelerated biotech investment and shifted R&D timelines.

    Main beneficiaries:

    • Biotech firms with emerging therapies
    • Pharma firms with strong R&D pipelines
    • Health-tech startups focused on telemedicine, diagnostics, and wearable health

    Human insight

    With human life expectancy growing, healthcare will no longer be curing disease, but longevity and quality of life. In this space, innovation has tangible, emotional value for consumers, creating long-term investment prospects.

    4. Digital Infrastructure & Cybersecurity

    Theme: An increasingly interdependent, yet increasingly vulnerable digital world

    Why it matters:

    • The digital economy keeps growing—more data, more devices, more cloud.
    • Cyber attacks are getting out of hand, and no business or government has immunity.
    • Regulatory pressure is rising to shield consumer data.

    Big winners:

    • Cloud computing businesses
    • Cybersecurity platforms (CrowdStrike, Palo Alto Networks, Zscaler, etc.)
    • Data center REITs and fiber-optic network companies

    Human insight:

    Digital infrastructure is the pipes and roads of the new economy. You don’t always see it, but you depend on it. As reliance grows, so will the importance—and profitability—of protecting and expanding that infrastructure.

     5. Consumer Tech & Experience Economies

    Theme: Digital-first, personalized lifestyles

    Why it matters:

    • Consumers, especially Gen Z and Millennials, value experiences more than material possessions.
    • There is more emphasis on digital, on-demand, frictionless everything.
    • AI is making personalization at scale possible.

    Key beneficiaries:

    • Streaming, gaming, and creator platforms
    • Deeply personalized e-commerce
    • Augmented/virtual reality (AR/VR) for next-generation experiences

    Human insight:

    It’s not just what people buy—it’s how they live, connect, and entertain. Companies that understand evolving lifestyles will dominate.

    6. India and Emerging Markets

    Theme: Global economic rebalancing

    Why it matters:

    • India will likely be the fastest-growing large economy in the decade ahead.
    • Rising middle class, digital adoption, infrastructure growth.
    • Emerging markets are decoupling from China and becoming more diversified.

    Principal beneficiaries:

    • Indian tech and banking
    • Consumer and fintech plays
    • Emerging market ETFs with a South Asia, Africa, and LatAm focus

    Human insight:

    The world is shifting away from a U.S.-centric unipolar economic model towards a more multipolar world. Sophisticated investors who understand the nuance of these economies—beyond the best-selling headlines—can create substantial alpha here.

    7. Education, Reskilling & Human Capital

    Topic: Continuous learning in an AI-powered world

    Why it’s important:

    • Traditional work roles are being transformed by AI.
    • People will need to reskill, adapt, and learn continuously.
    • The education sector is being disrupted through edtech, microlearning, and certifications.

    Principal beneficiaries:

    • EdTech platforms (Coursera, Duolingo, BYJU’S, etc.)
    • Corporate learning platforms
    • Vocational training / STEM-centric initiatives

    Human insight:

    The future belongs to the ones who adapt fastest. Companies that help people do that—through accessible, affordable education—have an expanding and sticky customer base.

    What About Legacy Sectors?

    Financials?

    Still in it—especially with rising interest rates improving margins. But legacy banks have to catch up with fintech innovation and regtech.

    Industrials & Infrastructure

    Yes, especially if they are connected with clean energy, defense, automation, or public-private partnerships in the new world.

    Real Estate?

    Selective bets (e.g., data centers, logistics, senior housing) could perform better, but traditional commercial real estate lags in a hybrid workplace.

    Last Thought

    “Themes come and go, but megatrends change everything.”

    The above-discussed industries aren’t trends—they’re tied to fundamental global shifts in how we:

    • Power the world
    • Heal and extend human life
    • Communicate and safeguard data
    • Educate ourselves
    • Consume and invest
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