#Gemini Live API
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Live API For The Development Of Real-Time Interactions

Live API allows real-time interaction. Developers may use the Live API to construct apps and intelligent agents that process text, video, and audio feeds with minimal latency. Creating really engaging experiences requires this speed, which will enable real-time monitoring, educational platforms, and customer support.
Also announced the Live API for Gemini models' preview launch, allowing developers to build scalable and dependable real-time apps. Test new features in Vertex AI and Google AI Studio using the Gemini API.
Updates to Live API
Since the beta debut in December, it has listened to your feedback and added functionality to prepare the Live API for production. Details are in the Live API documentation:
More reliable session control
Longer sessions and interactions are possible with context compression. Set context window compression using a sliding window approach to automatically regulate context duration to avoid context limit terminations.
Resuming sessions: Keep them after minor network cuts. Live API handles (session_resumption) allow you to rejoin and continue where you left off, and server-side session state storage is available for 24 hours.
Gentle disconnect: Get a GoAway server message when a connection is about to end to treat it nicely.
Adjustable turn coverage Choose whether the Live API processes audio and video input constantly or only records when the end-user speaks.
Configurable media resolution: Control input media resolution to optimise quality or token use.
Improved interaction dynamics control
Configurable VAD: Manually control turns using new client events (activityStart, activityEnd) and specify sensitivity levels or disable automated VAD.
Configurable interruption handling: Select if user input interrupts model response.
Flexible session settings: Change system instructions and other configuration options anytime throughout the session.
Enhanced output and features
Choose from 30 additional languages and two new voices for audio output. SpeechConfig now supports output language customisation.
Text streaming: Delivers text replies progressively, speeding up viewing.
Reporting token consumption: Compare token counts by modality and prompt/response stage in server message use information.
Real-world implementations of Live API
The Live API team is spotlighting developers who are using it in their apps to help you start your next project:
Daily.co
The Pipecat Open Source SDKs for Web, Android, iOS, and C++ enable Live API.
Pipecat Daily used Live API to create Word Wrangler, a voice-based word guessing game. Try your description skills in this AI-powered word game to build one for yourself!
Live Kit
LiveKit Agents support Live API. This voice AI agent framework provides an open-source server-side agentic application platform.
Bubba.ai
Hello Bubba is a voice-first, agentic AI software for truckers. The Live API allows seamless, multilingual speech communication for hands-free driving. Some key aspects are:
Find heaps of items and inform.
Calling shippers and brokers.
Market data helps negotiate freight prices.
Rate confirmations and load scheduling.
Finding and booking truck parking and calling hotel to confirm availability.
Setting up receiver-shipper meetings.
Live API powers Bubba's phone conversations for booking and negotiation and driver interaction (function calling and context caching for future pickups). This makes Hey Bubba a full AI tool for the US's largest and most diverse job sector.
#technology#technews#govindhtech#news#technologynews#Live API#Voice activity detection#Gemini Live API#Live Kit#API live
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ChatGPT Down for Over 12 Hours: What Happened on June 10, 2025?
You’re likely not going to see AI assistants take a day off and relax, but on June 10, 2025, that’s exactly what happened. OpenAI’s popular chatbot, ChatGPT, suffered a global outage for 12 hours straight, creating a frenzy and panic worldwide, all while memes were being created. In this report I will go over the timeline, impact, causes, and the important lessons that can be taken away from this domino effect event.
Timeline: When did the problems begin?
2:45 AM ET (12:15 AM PT): Users from North America, Europe, and Australia are unable to connect with ChatGPT and Sora. There is a spike in outages reported by Downdetector.
10 AM ET: OpenAI confirms the “elevated error rates and latency” they were facing and has identified a solution that is in progress.
6:32 PM ET: ChatGPT displays API access and improvements, which are sustained although voice interactions and features still remain unsteady.
11:55 PM IST: The outage persists in India, thereby calculating over 12 hours of disruption worldwide, which is likely the longest downtime in the history of ChatGPT.
Who faced the consequences?
This was not a small inconvenience; it was a catastrophic breakdown.
Affected by region: Participants from India, US, UK, Europe, Australia and other regions suffered outage related issues that included ChatGPT, Sora and APs.
Service disruption: The outage affected all users: both free and paid subscribers, API use, GPT-4o feature, voice chat, as well as third party Perplexity services.
User frustration: Users faced prompts with errors such as “Hmm… something seems to have gone wrong” and “A network error occurred.” Nearly all features apart from the separate playground were impacted.
The Internet Reacts
With AI tools disabled, the internet went full meme:
“Am I meant to use my brain at work now?”
“ChatGPT is down and I’m mid-flight piloting a plane—send help!”
This incident also served to emphasize the extent to which people depend on AI for routine activities.
Why It Matters
OpenAI admitted that a sudden surge in use had strained its infrastructure, with some components reporting capacity limits. Engineers reported that “GPUs are melting” due to demand.
Global ripple impacts: Students, professionals, and developers around the world suddenly lost access to critical resources such as writing, coding, and research tools.
Trust & reliability: Organizations that depend on 99.9% uptime from AI services for business operations took this outage as an eye opener regarding resiliency and over-dependency.
How OpenAI Responded
Communications: As an example, the company resolved updates as they worked through the issue, posting “We have identified the root cause…mitigation in progress.”
Recovery in phases: API Services recovering first at around 6:30 PM ET, followed by the features of ChatGPT and voice services recovering subsequently.
Investigative follow up: OpenAI confirmed the cause was resolved and all services functioned fully by the late evening.
What You Can Learn from This
Learn to Explore: Always enable backup services like Grok, Gemini, Claude, Bing AI, or Perplexity.
Users should be kept informed: If your services and applications are powered by ChatGPT, Comprehensive communication is mandatory.
Relying on AI requires building systems with resilient architecture: Design the workflows that are critical and reliant on AI to ensure they are able to withstand or degrade steadily during outages.
Learn from every incident: Investigate capacity limits, sudden demands or bugs; find ways to reinforce the infrastructure.
In Summary
The June 10, 2025 outage is marked with the most significant ChatGPT interruption, 12+ hours of widespread global downtime affecting millions. It highlighted the importance of AI’s role in our daily lives, as well as revealing crucial weaknesses in the systems and dependencies, infrastructure. Striving to improve systems, Open AI is reminded that in a framework dependent on AI, the systems must be designed to fail regardless of the innovations made.
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Google AI Studioの大幅アップデート:開発者体験を革新する新機能と未来志向のツール群 一、新たなコード生成機能:Gemini 2.5 Proを楽々活用 二、エージェント型ツールとマルチモーダル生成能力の向上 三、新たな機能群:Buildタブ、Live API、ツールの充実 四、未来を見据えたAIプラットフォームの進化 五、おわりに
近年、AI技術の進化は目まぐるしい速度で進展し、企業や開発者にとっては最先端のツールやプラットフォームの活用が不可欠となっています。そんな中、Googleは自身のAI開発プラットフォームである「Google AI Studio」を大規模にアップグレードし、ユーザーの開発体験を根本から向上させる新機能を次々と導入しました。本稿では、その内容とその意義について詳しく解説します。 一、新たなコード生成機能:Gemini 2.5 Proを楽々活用 今回のアップデートの目玉の一つは、「ネイティブコード生成」の機能強化です。Google AI Studioは、AIモデルに直接コードを書かせる能力を持っています。これにより、開発者は機械学習モデルやアプリケーションの構築にかかる時間とコストを大幅に削減できるわけですが、今回の新機能では、特に「Gemini 2.5…
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Opera announced Neon, making every browser interaction potentially autonomous. Google integrated Project Astra into Gemini Live, embedding agents into Android Auto and every device running Google services. Amazon’s Bedrock agents can now orchestrate complex multi-system workflows. OpenAI’s Assistants API v2 adds web search and computer control. Anthropic’s Claude 4 maintains context across sessions, turning transactions into relationship
The Agentic Web: Your Website Is About to Become a Workflow
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What Happens If You Switch from ChatGPT to Google Gemini? (And Should You?)
If you’ve been riding the AI wave like the rest of us—using ChatGPT for writing, coding, research, planning, and a little bit of late-night curiosity—you’ve probably heard of Google Gemini by now. And here’s the million-dollar question floating all over Reddit, Twitter, and YouTube:

“Should I dump ChatGPT and switch to Gemini?”
Honestly, it’s not a bad question. After all, Gemini is free, it’s backed by Google (hello, search supremacy), and it’s gaining serious traction. So what’s the real deal? Is Gemini actually smarter than ChatGPT? Are you wasting your money if you’re paying for ChatGPT Plus?
Let’s unpack the buzz and get into what’s really going on in the battle of the bots.
Gemini vs ChatGPT: A Quick Snapshot
Before we dive deep, here’s a quick breakdown for the impatient reader (we got you):
ChatGPT (by OpenAI):
Models: GPT-3.5 (free) and GPT-4-turbo (paid - $20/month)
Trained up to: April 2023 (free) / Dec 2023 (GPT-4)
Chat style: Friendly, balanced, great with creative content
Strengths: Coding, writing, plugins, API integrations
Limitations: Slower updates on the free version, premium locked behind paywall
Google Gemini (formerly Bard):
Models: Gemini 1.5 Pro (free with a Google account)
Trained up to: Mid 2024
Chat style: Smart, direct, more factual
Strengths: Real-time Google search, access to Gmail, Docs, Calendar
Limitations: Less personality, still developing user experience
So yeah—Gemini is free, newer, and tightly integrated with Google’s ecosystem. That’s a huge win if you live in Google Docs all day.
Why Gemini Might Be the Upgrade You Didn’t Know You Needed
Here’s where Gemini really shines. Google has thrown the kitchen sink at it—and it's kinda working.
1. Real-Time Web Access (No Plugins Needed)
While ChatGPT only accesses real-time data if you pay or use plugins, Gemini just does it. Need to find today’s NBA score or check Amazon deals? Gemini can pull it instantly—no hacks, no subscriptions.
2. Google Workspace Integration
Imagine asking your AI assistant, “Summarize my last 10 emails and prep a reply for each one,” and it actually goes into your Gmail and does it. Yup, that’s Gemini. ChatGPT can’t touch that level of integration right now.
3. Long Context Windows
Gemini 1.5 Pro can handle 1 million tokens of context. That’s like analyzing a whole book or a dense research paper—without losing track. GPT-4-turbo, while powerful, caps out earlier in real-world use unless you’re using it via API.
4. Free Access to Premium Model
This one’s big. ChatGPT-4 is behind a $20/month paywall, while Gemini gives you top-tier power for free. That’s kinda like walking into a steakhouse and being told the filet mignon is on the house.
But Wait—Why People Still Stick to ChatGPT
Despite Gemini’s flashiness, millions of folks are sticking with ChatGPT. Why?
1. Writing Quality and Tone
ChatGPT is just…better at sounding human. Whether you're drafting a blog post, writing an email, or trying to brainstorm names for your Etsy shop, GPT-4 feels smoother. It gets tone, voice, and flow.
2. Better Coding Assistance
Programmers still swear by ChatGPT for coding help. It’s more conversational, explains things clearly, and handles code debugging with finesse. Gemini can do it, but it’s not as refined (yet).
3. Custom GPTs and Plugins
With ChatGPT Plus, you get access to tools like DALL·E image generation, data analysis, and third-party plugins. You can also build your own “Custom GPT” with specific knowledge or behaviors. Gemini is catching up, but it’s not there yet.
4. Privacy Concerns
Let’s be real: Google already knows a lot about us. Some users hesitate to hand over even more personal data to Gemini—especially when it’s hooked into Gmail and Calendar. OpenAI, while not perfect, feels a bit more "sandboxed" for some folks.
Who Should Actually Switch to Gemini?
Now here’s the real deal.
You should try Gemini if:
You want a free, intelligent AI for everyday tasks
You’re deep into the Google ecosystem (Gmail, Docs, Drive)
You need real-time web results often
You’re working with long documents or tons of info
You don’t want to pay monthly
Stick with ChatGPT if:
You value writing quality and human-like tone
You’re a developer, writer, or marketer using it daily
You need Custom GPTs, DALL·E, or advanced plugins
You don’t mind paying for the smoothest experience
What’s Coming Next?
This race is far from over. OpenAI and Google are dropping updates faster than we can keep up.
Rumors suggest ChatGPT may soon offer voice assistants, memory features, and multi-modal workflows. Google is also working on making Gemini more interactive, emotional, and usable with voice and video.
The end game? AI assistants that are more than just chat—they’ll be your co-pilot for life.
Final Verdict: Do You Need to Switch?
Here’s the straight talk: You don’t need to ditch ChatGPT—but you should 100% try Gemini.
Both tools can live on your browser side-by-side. Gemini is perfect for quick facts, Google-related tasks, and everyday info dumps. ChatGPT is your go-to for creativity, nuanced replies, and deeper tasks.
It’s like having both Netflix and Hulu. They overlap, sure, but they’ve got different vibes.
So if you're paying for ChatGPT and wondering if it’s worth it—test Gemini for a week. See how it fits your workflow. If it clicks, great! If not, at least you’ll know your $20 is well spent.
In this AI arms race, the real winner is you—because these tools are only getting better, smarter, and more helpful with time.
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How to Build a Food Delivery App Like Uber Eats: Step-by-Step Guide
The demand for convenient food delivery solutions has skyrocketed in this era of digitalization. Apps like Uber Eats have changed the method of ordering food by giving the customer a seamless experience-from searching through delivery. In this profitable industry, developing a profitable partner for the food delivery application could be a game-changer. Finally, Netscape Labs comes with an ultimate guide to the post-2025 Uber Eats App Development.
Why Invest in Food Delivery App Development in 2025?
Consumer behaviors and technological progress will see the food delivery market globally hitting an all-time high in 2025. With more individuals being dependent on mobile applications for all their everyday needs, food delivery app development can command a large user base. Whether you’re a startup founder, a business decision-maker, or a tech-savvy entrepreneur, now is the opportune moment to work with a mobile app development company to give life to your idea.
Essential Features for a Food Delivery App Like Uber Eats
For Your Users
An app that has a fast, no-fuss login with an OTP or one-tap Google/Apple sign-ins. Then comes the main dish: restaurant listings that don’t overwhelm, but give just enough detail (cuisine, reviews, delivery time filters) to help users decide in seconds. Live order tracking has become non-negotiable, and don’t forget payment flexibility, cards, wallets, and even UPI. Wrap it all up with a solid rating/review system. People love being heard.
For Your Restaurant Partners
They need control over menus, pricing, availability, and a dashboard that doesn’t require a manual to use. Throw in real-time order management and basic sales analytics, and you’ve got a system that helps them operate smoothly and stay loyal to your platform.
For Your Delivery Partners
Notifications need to be real-time and reliable. Help them with route suggestions, allow them to track their earnings transparently, and make the experience frictionless. The smoother it is, the faster the deliveries.
For You, the Admin
You should have visibility over every moving part: users, restaurants, delivery crew, commissions, offers, and reports. Your dashboard is your control tower. Use it to run campaigns, resolve issues, tweak pricing, and most importantly, make data-backed decisions.
Standout Features That Make Users Stick Around
AI recommendations: People love it when the app seems to “know” what they’re in the mood for. Use behavior-based suggestions.
Voice search: It’s faster than typing, and great for accessibility.
Loyalty rewards: Offer cashback, points, or discounts to keep users coming back.
Multi-language UI: Don’t assume your audience speaks English. Offer local language support.
Contactless delivery: It’s no longer just a pandemic feature; it’s now a convenience.
What’s Under the Hood: Tech Stack You Can Trust
For cross-platform mobile apps (iOS + Android with one codebase), we recommend Flutter or React Native, both reliable and fast-moving.
On the backend, Node.js or Django gets the job done well, depending on your team’s strengths. For databases, go with MongoDB for flexibility and PostgreSQL for structure.
Add Stripe or Razorpay for secure payments. Use Firebase Cloud Messaging for real-time order updates. And for maps and tracking, Google Maps API is still the gold standard.
Also Read- Gemini’s Multimodal Capabilities: A New Era for App Development
Why Choose Netscape Labs for Your Food Delivery App Development?
Specializing in custom mobile solutions at Netscape Labs, we design and develop mobile applications tailored to your businesses. Being an excellent mobile app development company having its establishments in Singapore, Canada, Malaysia, and Dubai, we have reservoirs of experience.
Our team of mobile app developers can create high-quality, scalable, and user-friendly applications. Perhaps, if you’re a startup looking to disrupt the food delivery industry or an established corporation with plans to expand its digital presence, Netscape Labs is your trusted partner in mobile app development.
Conclusion
Building a food delivery app like Uber Eats in 2025 presents a significant opportunity to tap into a growing market. By incorporating essential and advanced features, selecting the right technology stack, and partnering with an experienced mobile app development company, you can create a platform that meets user expectations and drives business growth.
Ready to embark on your food delivery app development journey? Contact Netscape Labs today to turn your vision into reality.
FAQs
Do we need separate apps for users, restaurants, and delivery partners?
Yes. A scalable food delivery platform typically includes three modules (User App, Restaurant Dashboard, and Delivery Partner App), plus a robust Admin Panel. A seasoned app development company will help you architect this with clean APIs and a unified backend.
We are based outside the US. Can we are still build a competitive food delivery app?
Absolutely. Whether you’re looking for a mobile app development company in Singapore, mobile app developers in Canada, or expertise in mobile app development in Malaysia, location is no barrier to innovation. Netscape Labs has helped global clients launch cross-border delivery apps with local flair and global standards.
How is a food delivery app different from other e-commerce apps?
Unlike regular e-commerce, food delivery apps need real-time inventory sync, live location tracking, ETA management, and instant notifications. This adds complexity, so you need a best app development company that gets the nuance of real-time logistics.
Can we add AI features to my food delivery app?
Definitely. From smart dish recommendations to dynamic delivery estimates, AI in mobile app development can supercharge user engagement and operational efficiency. Our team bakes intelligent features right into your stack.
How long does it take to launch a food delivery app?
With the right tech partner, you can launch a functional MVP in 8–12 weeks. Full feature development might take 4–6 months. As a mobile app development company, we prioritize agile sprints and weekly check-ins to keep you moving fast without surprises.
What makes Netscape Labs different?
We don’t just write code, we build businesses. Our team has worked with startups and enterprises worldwide to deliver digital products that scale. If you’re looking for the best app development company to create a food delivery app like Uber Eats, look no further.
#app developers#app developing company#app development#app development company#app development company in chandigarh#app development company in mohali#Food Delivery App#Food Delivery App Development#Food Delivery App Like Uber Eats
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أحدث مؤتمر في Google I/O على الساحة! تطورت AI Assistant Gemini بشكل كبير ، من الهواتف المحمولة ، إنشاء الصور إلى تعديل الكود
تم عقد مؤتمر Google I/O بشكل كبير في 21 مايو ، كما استغل الرئيس التنفيذي Sundar Pichai الفرصة للإعلان عن العديد من الترقيات الرئيسية إلى الذكاء الاصطناعي الخاص بها. لا يقتصر الأمر على إطلاق Ironwood TPU أسرع 10 مرات من الجيل السابق ، حيث يركز Google Beam ، والذي يركز على تجربة الاتصال ثلاثية الأبعاد ، ثم نموذج وكيل تطبيق Gemini ، يمكنه المساعدة مباشرةً في الحجز وعرض المنازل وترتيب المسارات وغيرها من المنتجات والوظائف الجديدة. يمكن ملاحظة أن Google تريد حقًا التحرك نحو بناء "مساعد عالمي من الذكاء الاصطناعي" والاندماج في الحياة اليومية للبشرية. Ironwood TPU في السوق ، أسرع 10 مرات من الجيل السابق تولى بيتشاي زمام المبادرة في إطلاق الجيل السابع TPU "Ironwood" ، مع ميزاته الرئيسية: الأداء أسرع 10 مرات من الجيل السابق يمكن أن تعمل مجموعة كاملة من قرون TPU 42.5 مليون مرة في الثانية سيكون متاحًا لمستخدمي Google Cloud في نهاية العام. جهاز الفيديو ثلاثي الأبعاد الذي يعمل بذات AI ، يتم تشغيل Google Beam ركز على أجهزة الفيديو ثلاثية الأبعاد التي تعمل بمنظمة العفو الدولية: مصنوعة من 6 عدسات يمكن تصنيع صور حقل الضوء ثلاثي الأبعاد بعد التصوير لجعل مقاطع الفيديو عن بُعد تعمل مثل الدردشة وجهاً لوجه يتم تطوير الدفعة الأولى من الأجهزة بشكل مشترك بواسطة HP وسيتم توفيرها للموجة الأولى من المستخدمين هذا العام. الترجمة الفورية ومشاركة الشاشة كلها على الإنترنت ، تطور الجوزاء العظيم كنموذج Gemini Live AI الذي تم إنشاؤه بنشاط بواسطة Google ، تطورت الوظائف بشكل كبير: ترجمة الصوت الفورية: حاليًا ، تم دعم اللغات الإنجليزية والغربية ، وسيتم إطلاق لغات أخرى واحدة تلو الأخرى يدعم مشاركة الشاشة وتحليل الشاشة: يمكن على الفور تحليل عيون المستخدم. إذا تعاملت مع مصابيح الشوارع كأشخاص لتتبعك ، فستجيب Gemini ، "هذا هو ظلال��!" سيكون مستخدمو Android و iOS مفتوحين للاستخدام من 5/21 بدأ Mariner Mariner Mariner من AI Multi-Proxy ، من خلال واجهة برمجة تطبيقات الجوزاء للمطورين أعلنت Pichai أيضًا أن Google ستفتح قريبًا مشروع Mariner متعدد الوكلاء ، والذي يمكنه: معالجة 10 مهام في وقت واحد تعلم ونسخ عملية المهمة يمكن توفيره للمطورين من خلال واجهة برمجة تطبيقات الجوزاء يمكن أن يساعدك وضع Agent Model الجديد في Gemini في العثور على منزل وترتيب خط سير الرحلة الخاص بك بصفته تطبيق Gemini ، تطبيق توقيع AI الخاص بـ Google ، فإن تطور الميزة هذه المرة مثير للإعجاب: انضم إلى وضع وكيل AI للبحث تلقائيًا عن المنازل وترتيب جداول عرض المنزل يمكنك أيضًا المساعدة في إجراء المكالمات ومسارات الكتب يضيف تطبيق Gemini وظيفة "وضع الوكيل" ، والتي ستبحث تلقائيًا عن خصائص على منصات مثل Zillow ، وترتيب مسارات عرض المنزل ، وحتى تساعدك على إجراء مكالمات هاتفية ومسارات للكتب ، ودعم MCP لدمج الخدمات الأخرى. يشبه MCP مساعدة Gemini على التواصل مع مختلف مواقع الويب والتطبيقات وأنظمة الخدمات ، من التحدث فقط إلى "وكيل يمكنه المساعدة في القيام بالأشياء". يبدأ Gmail في استيراد الجوزاء ويساعد المستخدمين تلقائيًا على الرد Gmail ، ميزة البريد الإلكتروني النموذجية ، بدأت أيضًا في استيراد الجوزاء ، حيث: يقرأ الجوزاء أنماط كتابة الرسائل والوثائق وتقويم الأداء الذي استخدمه المستخدمون في الماضي إنشاء محتوى الرد تلقائيًا مفتوح للمشتركين في Gmail هذا الصيف تتم ترقية Gemini Flash و 2.5 Pro ، مساعد برنامج AI جول ساعد في تغيير الرمز نموذج الفلاش الجديد من Gemini أسرع وأكثر استنتاجًا مما كان عليه في الماضي ، ليس فقط: تم إطلاق 2.5 Pro "Deep Think" وضع ، والذي يمكنه التعامل مع مشاكل الرياضيات الصعبة والمهام الطويلة تم إطلاقه رسميًا في يونيو يدعم 24 لغة ، يمكن أن يغير بشكل طبيعي لهجة ، وضع ثنائي اللغة ، كلها مدمجة في Gemini API بعد أخذ لقطة شاشة رمز البرنامج ، قم بتغذيةه إلى 2.5 Pro. يمكن لـ Jules ، مساعد AI المخصص للمطور ، المساعدة في تعديل رمز البرنامج. افتح النسخة التجريبية العامة في 5/21 يتم إصدار نماذج جديدة من الموسيقى والصورة AI واحدة تلو الأخرى ، ويتم إطلاق تدفق مشروع صوتية وإنشاء الفيديو منظمة العفو الدولية تخيل 4: يمكن القيام بالجيل الجديد من نموذج توليد الصور الذكاء ، ومعالجة النصوص الأكثر دقة ، وسرعة توليد 10 مرات ، وتخطيط الخطوط أرى 3: نموذج جديد لتوليد الفيديو يمكنه دمج السرد والأصوات المحيطة ليريا 2: إنشاء نماذج موسيقى منظمة العفو الدولية لصنع موسيقى عالية الجودة
تدفق المشروع :يمكن لمنصة إنشاء فيديو AI جديدة إنشاء أو تحميل أحرف ومشاهد ، ثم استخدام تعليمات نصية للسماح لـ AI بإنشاء صور يسمح التكامل الشامل مع Chrome و Wear و TV للبحث عن AI للمساعدة حقًا ابحث عن AI Evolution Evolution: "نموذج الذكاء الاصطناعى" يصبح مساعد حقيقي وضع الذكاء الاصطناعى: يمكنك طرح أسئلة معقدة وسوف ترد بالمخططات والجداول والتقارير الموجزة ابحث مباشرة: يمكن البحث عن التفاعل مثل مكالمة فيديو جرب الوظيفة: تحميل الصور لمحاكاة ومقارنة الملابس لتجربها انقر بنقرة واحدة: تذكير تغيير السعر ، أضف إلى عربة التسوق ، يتم كل شيء الجوزاء في الكروم: يمكنك قراءة محتوى الصفحة مباشرة للإجابة بحث عميق + قماش: اسمح لك بتحميل التقرير وتحويله إلى صفحة ويب ، وبودكاست ، ومسابقة بنقرة واحدة تم دمج Gemini Live مع Keep ، والخرائط ، والتقويم يدخل الجوزاء حقل XR ويخلق نظارات وسماعات منظمة العفو الدولية مع Samsung تعمل Google أيضًا مع Samsung لإنشاء مشروع XR Smart Glasses Muhan ، والذي من المتوقع أن يتم إطلاقه هذا العام. يدعم Project Muhan الصوت والبحث البصري والترجمة والملاحة والاستجابة الفورية وغيرها من الوظائف ، ويتعاون مع Warby Parker لتطوير الأساليب. حلول الاشتراك فائقة والتخطيط العالمي Google لديك Pro / Ultra: يمكن أن يوفر Pro حدود استخدام أعلى ، يمكن أن تحصل Ultra على التجربة الأولى من الميزات الجديدة ، والاستمتاع بمتسابقات على YouTube وقدرة سحابة ذات سعة كبيرة 2.5 Pro Deep Think و Veo 3 و Flow وميزات أخرى سيتم إعطاء الأولوية للمشتركين فائقة كما قال الرئيس التنفيذي Pichai أخيرًا ، تتطور Gemini من نموذج متعدد الوسائط إلى "نموذج عالم الذكاء الاصطناعي" ، وتتمثل رؤية Google في بناء "عميل عالمي" حقيقي يمكنه مرافقة البشر لكتابة الرسائل ، وحل المشكلات ، وتعديل الأفلام ، واللباس ، والاختبارات ، وحتى العثور على مقهى للمشي ، والاندماج بشكل كامل في الحياة اليومية البشرية. تحذير المخاطراستثمارات العملة المشفرة محفوفة بالمخاطر للغاية ، وقد تتقلب أسعارها بشكل كبير وقد تفقد كل مديرك. يرجى تقييم المخاطر بحذر.
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What Are the Key Technologies Behind Successful Generative AI Platform Development for Modern Enterprises?
The rise of generative AI has shifted the gears of enterprise innovation. From dynamic content creation and hyper-personalized marketing to real-time decision support and autonomous workflows, generative AI is no longer just a trend—it’s a transformative business enabler. But behind every successful generative AI platform lies a complex stack of powerful technologies working in unison.
So, what exactly powers these platforms? In this blog, we’ll break down the key technologies driving enterprise-grade generative AI platform development and how they collectively enable scalability, adaptability, and business impact.
1. Large Language Models (LLMs): The Cognitive Core
At the heart of generative AI platforms are Large Language Models (LLMs) like GPT, LLaMA, Claude, and Mistral. These models are trained on vast datasets and exhibit emergent abilities to reason, summarize, translate, and generate human-like text.
Why LLMs matter:
They form the foundational layer for text-based generation, reasoning, and conversation.
They enable multi-turn interactions, intent recognition, and contextual understanding.
Enterprise-grade platforms fine-tune LLMs on domain-specific corpora for better performance.
2. Vector Databases: The Memory Layer for Contextual Intelligence
Generative AI isn’t just about creating something new—it’s also about recalling relevant context. This is where vector databases like Pinecone, Weaviate, FAISS, and Qdrant come into play.
Key benefits:
Store and retrieve high-dimensional embeddings that represent knowledge in context.
Facilitate semantic search and RAG (Retrieval-Augmented Generation) pipelines.
Power real-time personalization, document Q&A, and multi-modal experiences.
3. Retrieval-Augmented Generation (RAG): Bridging Static Models with Live Knowledge
LLMs are powerful but static. RAG systems make them dynamic by injecting real-time, relevant data during inference. This technique combines document retrieval with generative output.
Why RAG is a game-changer:
Combines the precision of search engines with the fluency of LLMs.
Ensures outputs are grounded in verified, current knowledge—ideal for enterprise use cases.
Reduces hallucinations and enhances trust in AI responses.
4. Multi-Modal Learning and APIs: Going Beyond Text
Modern enterprises need more than text. Generative AI platforms now incorporate multi-modal capabilities—understanding and generating not just text, but also images, audio, code, and structured data.
Supporting technologies:
Vision models (e.g., CLIP, DALL·E, Gemini)
Speech-to-text and TTS (e.g., Whisper, ElevenLabs)
Code generation models (e.g., Code LLaMA, AlphaCode)
API orchestration for handling media, file parsing, and real-world tools
5. MLOps and Model Orchestration: Managing Models at Scale
Without proper orchestration, even the best AI model is just code. MLOps (Machine Learning Operations) ensures that generative models are scalable, maintainable, and production-ready.
Essential tools and practices:
ML pipeline automation (e.g., Kubeflow, MLflow)
Continuous training, evaluation, and model drift detection
CI/CD pipelines for prompt engineering and deployment
Role-based access and observability for compliance
6. Prompt Engineering and Prompt Orchestration Frameworks
Crafting the right prompts is essential to get accurate, reliable, and task-specific results from LLMs. Prompt engineering tools and libraries like LangChain, Semantic Kernel, and PromptLayer play a major role.
Why this matters:
Templates and chains allow consistency across agents and tasks.
Enable composability across use cases: summarization, extraction, Q&A, rewriting, etc.
Enhance reusability and traceability across user sessions.
7. Secure and Scalable Cloud Infrastructure
Enterprise-grade generative AI platforms require robust infrastructure that supports high computational loads, secure data handling, and elastic scalability.
Common tech stack includes:
GPU-accelerated cloud compute (e.g., AWS SageMaker, Azure OpenAI, Google Vertex AI)
Kubernetes-based deployment for scalability
IAM and VPC configurations for enterprise security
Serverless backend and function-as-a-service (FaaS) for lightweight interactions
8. Fine-Tuning and Custom Model Training
Out-of-the-box models can’t always deliver domain-specific value. Fine-tuning using transfer learning, LoRA (Low-Rank Adaptation), or PEFT (Parameter-Efficient Fine-Tuning) helps mold generic LLMs into business-ready agents.
Use cases:
Legal document summarization
Pharma-specific regulatory Q&A
Financial report analysis
Customer support personalization
9. Governance, Compliance, and Explainability Layer
As enterprises adopt generative AI, they face mounting pressure to ensure AI governance, compliance, and auditability. Explainable AI (XAI) technologies, model interpretability tools, and usage tracking systems are essential.
Technologies that help:
Responsible AI frameworks (e.g., Microsoft Responsible AI Dashboard)
Policy enforcement engines (e.g., Open Policy Agent)
Consent-aware data management (for HIPAA, GDPR, SOC 2, etc.)
AI usage dashboards and token consumption monitoring
10. Agent Frameworks for Task Automation
Generative AI platform Development are evolving beyond chat. Modern solutions include autonomous agents that can plan, execute, and adapt to tasks using APIs, memory, and tools.
Tools powering agents:
LangChain Agents
AutoGen by Microsoft
CrewAI, BabyAGI, OpenAgents
Planner-executor models and tool calling (OpenAI function calling, ReAct, etc.)
Conclusion
The future of generative AI for enterprises lies in modular, multi-layered platforms built with precision. It's no longer just about having a powerful model—it’s about integrating it with the right memory, orchestration, compliance, and multi-modal capabilities. These technologies don’t just enable cool demos—they drive real business transformation, turning AI into a strategic asset.
For modern enterprises, investing in these core technologies means unlocking a future where every department, process, and decision can be enhanced with intelligent automation.
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Google's Gemini Live: A Game-Changer in Conversational AI

Google introduced Gemini Live, a groundbreaking advancement in conversational AI that enables real-time voice interactions with its Gemini AI assistant. This innovation marks a significant leap forward in how users engage with AI, offering a more natural and dynamic experience.
What Is Gemini Live?
Gemini Live is an AI-powered voice assistant that allows users to have fluid, real-time conversations with their devices. Unlike traditional voice assistants that rely on pre-programmed responses, Gemini Live utilizes advanced natural language processing and machine learning to understand context, adapt to user preferences, and provide relevant, personalized assistance.
Key Features of Gemini Live
Real-Time Voice Interaction: Engage in continuous conversations without the need for repeated prompts.
Contextual Understanding: Gemini Live remembers previous interactions, allowing for more coherent and context-aware responses.
Multimodal Capabilities: Incorporates visual inputs, enabling users to share images or videos for more informed assistance.
Integration with Google Services: Seamlessly works with Google apps like Gmail, Calendar, and Maps to provide comprehensive support.
Customizable Voice Options: Users can choose from a variety of voice styles and languages to suit their preferences.
Enhancing User Experience
Gemini Live's ability to understand and process natural language in real-time transforms everyday tasks. For instance, users can ask for directions, schedule appointments, or control smart home devices through simple voice commands. The assistant's contextual awareness ensures that follow-up questions are handled appropriately, creating a more intuitive and efficient user experience.
Availability and Accessibility
Initially launched on select devices, Google has expanded Gemini Live's availability to a broader range of smartphones and regions. Users can access the feature through the Google Assistant app, ensuring widespread accessibility. The rollout continues, aiming to reach all users in the coming months.
Implications for AI Professionals
For those pursuing certifications like the Certified Agentic AI Expert™ or Certified Agentic AI Developer™, understanding the underlying technologies of Gemini Live is crucial. The system's use of advanced natural language processing, machine learning algorithms, and integration with various APIs offers valuable insights into building sophisticated AI applications.
Additionally, professionals interested in AI Course, Gen AI Courses, or Blockchain Certification can benefit from studying Gemini Live's architecture. The assistant's ability to process and respond to diverse inputs showcases the potential of AI in creating seamless user experiences across different platforms and services.
Future Prospects
As AI technology continues to evolve, Gemini Live represents a step toward more intelligent and interactive systems. Future updates may include enhanced emotional intelligence, deeper contextual understanding, and broader integration with third-party services. These advancements will further solidify Gemini Live's role as a leading conversational AI assistant.
Conclusion
Google's Gemini Live sets a new standard in conversational AI, offering users a more natural and engaging way to interact with their devices. For AI professionals, it provides a valuable case study in the application of advanced AI technologies to real-world scenarios. As the field progresses, innovations like Gemini Live will continue to shape the future of human-computer interaction.
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AI Agent Development: A Complete Guide to Building Intelligent Digital Workers for 2025
As we move deeper into the age of artificial intelligence, the idea of "digital workers" is no longer futuristic fiction—it's fast becoming the backbone of modern enterprise productivity. AI agents, designed to think, learn, and act autonomously, are revolutionizing how we approach tasks in every industry. Whether you're in finance, healthcare, e-commerce, or customer support, AI agent development is shaping a new generation of intelligent assistants that operate 24/7, never miss a beat, and continuously evolve.
In this guide, we’ll take you through everything you need to know about building intelligent digital workers in 2025—from understanding what they are to building, deploying, and scaling them for real-world use cases.
What Are AI Agents?
AI agents are autonomous software programs capable of perceiving their environment, reasoning about it, and taking actions to achieve defined goals. Unlike traditional rule-based bots, these agents use machine learning (ML), natural language processing (NLP), and large language models (LLMs) to interact with users and systems intelligently.
They are built to be goal-oriented, context-aware, and continuously adaptive—making them ideal for automating repetitive, knowledge-based, and even creative tasks.
Why 2025 Is a Turning Point for AI Agents
2025 is set to be a breakthrough year for AI agent development due to:
Maturity of LLMs: Open-source and proprietary models (like GPT-4, Claude, and Gemini) have reached a level where they can reason, plan, and act with high accuracy.
Agentic Frameworks: Tools like LangChain, AutoGPT, CrewAI, and MetaGPT make it easier to build, chain, and coordinate multiple agents.
Enterprise Readiness: AI agents now integrate smoothly with business tools (CRM, ERP, HRMS), APIs, and databases.
Agent-as-a-Service models are emerging—offering plug-and-play digital workers.
Improved Guardrails: With AI safety frameworks and governance tools, businesses can now deploy agents with reduced risk.
Key Capabilities of AI Agents in 2025
Autonomous Task Execution: From sending emails to analyzing sales trends and generating reports.
Memory and Context Handling: Agents can retain user preferences, recall past interactions, and learn continuously.
Multi-Agent Collaboration: Teams of agents can coordinate like human teams—assigning tasks, verifying outputs, and improving efficiency.
Tool Use and Integration: Access external tools (e.g., browsers, databases, spreadsheets, APIs) to perform tasks.
Real-Time Decision Making: Instant analysis and response based on live data.
Human-in-the-Loop Options: Allow oversight and approval where necessary.
Real-World Use Cases of AI Agents
🏢 Enterprise Operations
HR Agents: Manage PTO, schedule interviews, onboard employees
Finance Agents: Automate budgeting, invoice tracking, expense reports
IT Agents: Troubleshoot tickets, perform system health checks
🛍 E-Commerce & Retail
Virtual Shopping Assistants
Inventory Management Agents
Customer Support Agents
🏥 Healthcare
Patient Intake Agents
Medical Coding Assistants
Personalized Wellness Agents
🛠 Project Management
Planning Assistants
Task Assignment and Monitoring
Estimation and Quotation Agents
How to Build an AI Agent in 2025: Step-by-Step
1. Define the Agent’s Role and Scope
Clarify what the agent needs to achieve. Is it answering queries? Managing workflows? Make it task-specific before expanding its capabilities.
2. Choose the Right Framework
Popular AI agent frameworks include:
LangChain: Modular framework for building LLM-powered agents.
AutoGPT: Experimental tool for fully autonomous agents.
CrewAI: Manage multi-agent teams with role-based behavior.
MetaGPT: Structured agent development with developer personas.
3. Pick a Language Model
Choose the LLM that best suits your needs:
OpenAI GPT-4 / GPT-4 Turbo
Google Gemini
Anthropic Claude
Mistral, Mixtral (open source)
Custom Private LLMs for sensitive data
4. Add Tool Access
Connect the agent with APIs, data sources, web browsers, or proprietary tools. Examples:
Zapier / Make for business workflows
SQL for database querying
Web search via SerpAPI or similar
5. Design Memory and Context Handling
Use vector databases like Pinecone, Weaviate, or FAISS for long-term memory and retrieval-augmented generation (RAG).
6. Implement Guardrails and Safety
Set boundaries:
What can the agent access?
Where does human oversight come in?
Use tools like Rebuff, Guardrails AI, or internal moderation layers.
7. Test in a Simulated or Staged Environment
Run agents in sandbox mode to fine-tune logic and behavior before live deployment.
8. Deploy and Monitor
Use cloud platforms like AWS, Azure, or GCP. Monitor with observability tools for performance, safety, and task accuracy.
Challenges to Expect (and Solve)
Hallucination in LLMs: Mitigate with RAG, tool use, or rule-based fallback.
Latency Issues: Optimize by using lighter models or running on edge servers.
Security and Data Privacy: Use encryption, zero-trust APIs, and private LLMs.
Agent Coordination: Ensure agents don’t conflict with one another—introduce orchestration logic.
User Trust: Transparent behavior and explainability are key to adoption.
Future Outlook: What’s Next for AI Agents?
Agent Marketplaces: Like app stores—but for plug-and-play digital workers.
Self-Healing Agents: Capable of diagnosing and correcting their own issues.
Domain-Specific Agent Meshes: Distributed agents working together across business domains.
Voice-First and AR Interfaces: Agents will become more interactive and multimodal.
Final Thoughts
AI agent development in 2025 is not just about automation—it’s about building digital teammates that think, act, and evolve. These intelligent digital workers will redefine what it means to be productive in the modern world. Whether you're building your first agent or designing an enterprise-wide network of them, the time to start is now.
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Google Magic Mirror Experience Driven by Gemini Models

Google Magic Mirror
The new “Google Magic Mirror” showcases the JavaScript GenAI SDK and Gemini API's interactivity. A mirror, a common object, becomes a discussion interface in this idea.
The Google Magic Mirror optimises real-time communication. Interactivity relies on the Live API, which allows real-time voice interactions. The mirror participates in a genuine back-and-forth discussion in text or voice by digesting speech as you speak, unlike systems that merely listen for one order.
The Live API powers bidirectional, real-time audio streaming and communication. One of Live API's most dynamic features is speech detection during playback. This interruption can dynamically change the tale and dialogue, enabling text and aural dialogue, depending on the user's actions.
Google Magic Mirror can be a “enchanted storyteller” and a communication tool. This feature uses the Gemini model's advanced generating capabilities. The storytelling component can be customised by delivering system commands that affect the AI's tone and conversational style. By modifying speech configurations during initialisation, the AI can respond with different voices, accents, dialects, and other traits. AI language and voice are changed by speech setting.
The project combines the model's real-world connection for contemporary information seekers. The Google Magic Mirror may use Grounding with Google Search to provide real-time, grounded news. This ensures that the mirror's responses are not limited to its training material. Starting with Google Search ensures current, reliable information.
Image generation by the mirror adds a touch of “visual alchemy” to the experience. Function Calling from the Gemini API lets the mirror create images from user descriptions. This strengthens the engagement and deepens storytelling. The Gemini model determines whether a user request creates an image and triggers a function based on provided features.
The picture production service receives a detailed prompt from the user's spoken words. Function Calling is a more extensive feature that allows Gemini models to speak with publically accessible external tools and services, such as picture generation or bespoke actions, based on the discussion.
The user experience hides the technology intricacies, while strong Gemini model aspects provide this “magical experience” in the background. Among these technical traits:
Live API controls bidirectional, real-time audio streaming and communication.
Gemini models can call functions from external tools and services like picture production or bespoke actions based on the discussion.
Using Google Search for current, accurate information.
System directives shape AI tone and conversation.
Speech configuration changes AI responses' tone and vocabulary.
Modality control lets the Gemini API anticipate output modalities or respond in text or voice.
The inventors say their Gemini-enabled Google Magic Mirror is more than a gimmick. It shows how advanced AI may be blended into real life to create helpful, fascinating, and even miraculous interactions. Flexibility allows the Gemini API to enable many more applications. Immersive entertainment platforms, dynamic educational tools, and personalised assistants are possible applications.
The Google Magic Mirror's code is available on GitHub for those interested in its technical operation. Hackster.io also provides a detailed build tutorial. The founders of X and LinkedIn want the community to imagine what their Google magic mirror could do and contribute ideas and other Gemini-enabled products.
According to Senior Developer Relations Engineer Paul Ruiz on the Google Developers Blog, this effort celebrates generative AI's ability to turn everyday objects into interactive portals.
#GoogleMagicMirror#MagicMirror#MagicMirrorGoogle#GeminiAPI#GeminiModels#LiveAPI#Gemini#technology#technologynews#technews#news#govindhtech
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DeepSeak Review - The World's Most Powerful Ai Including 150+ AI Premium Models, Zero Fees!
DeepSeak Review – Introduction
Hello, AI User! Welcome To My DeepSeak Review. I’m Lutfur Azad and I’m excited To Share My in-depth review of the DeepSeak - The World's Most Powerful Ai Including 150+ AI Premium Models, Zero Fees! The Creator Of this AI Software is Venkatest.
Wall Street was dominated by companies like OpenAI, Google, and Microsoft until now.They have a complete monopoly over it… But not anymore. DeepSeek isn’t just another AI; it’s an open-source juggernaut with no corporate leash, no gatekeepers, and no limits.
Hedge funds saw a 30% boost in speed analyzing data faster than ever while cutting costs to a fraction of what ChatGPT charges.
Massive industries dumped their old AI tools and switched to DeepSeek to automate workflows, saving billions in wasted time and money.
Even top tech CEOs are freaking out. One Fortune 100 executive (who asked to stay anonymous) admitted:
“DeepSeek Is The Biggest Threat We’ve Ever Faced In AI.” DeepSeek isn’t just shaking up Wall Street. It’s putting the power of AI into your hands. DeepSeek doesn’t just compete with these tools it obliterates them:
30x Faster Results: While ChatGPT struggles to process complex queries, DeepSeek solves them in milliseconds.
30x Cheaper API Costs: ChatGPT charges up to $20 per month DeepSeek gives you lifetime access with ZERO fees.
Infinite Capabilities: From generating 8K videos to rewriting articles, DeepSeek isn’t limited to just “chat” it does everything you can imagine.
If ChatGPT is the bicycle of AI, DeepSeek is a rocket ship.
DeepSeak Review – What is DeepSeak AI?
DeepSeak is the World’s First Deep Seek R1 AI App Includes All the 150+ Premium Ai Apps Such as Deep Seek, ChatGPT, Meta Llama 3.1, Gemini, Midjourney, Copilot, Dall-E, Leonardo, Synthesia, Pictory AI, Jasper AI, Deep Motion, Canva AI and More in 1 Dashboard for Lifetime Without Any Monthly Fee!
DeepSeek AI Is Open-Source and Unstoppable Unlike ChatGPT or Bard, It’s Completely Free From Corporate Control… Giving You Total Freedom To Innovate and Profit! Access Every AI Model You’ve Ever Wanted ChatGPT, MidJourney, Dall-E, Gemini, Synthesia, Jasper AI, And Over 150 More All From DeepSeek!
DeepSeak Review – DeepSeak AI Features
1. DeepSeek Unlocks Every Premium AI Tool In The World – All From One Dashboard
Why settle for just one AI when you can access 150+ premium AI tools in a single dashboard? DeepSeek puts the world’s most powerful AI models like ChatGPT, MidJourney, Gemini, DALL-E, and Llama at your fingertips, with no API costs or monthly fees. It’s the ultimate AI powerhouse, designed to replace every tool you’ve ever paid for.
2. Advanced AI Chatbots Built With DeepSeek Precision
DeepSeek redefines chatbot technology, delivering faster, smarter, and more responsive AI assistants than anything on the market. Forget ChatGPT DeepSeek’s advanced chatbots handle complex queries, provide accurate responses, and adapt to your needs instantly.
3. DeepSeek Delivers Lightning-Fast Results Build Websites In 9 Seconds
Forget hours of work or waiting for developers DeepSeek can create professional-grade websites in just 9 seconds. Whether for your business or clients, it’s never been this fast or easy to build an online presence.
4. Real-Time Live Chat Powered By DeepSeek AI
Interact with DeepSeek AI in real-time for instant answers, insights, and solutions.
Its advanced conversational capabilities make it feel like you’re talking to an expert no lag, no delays, just immediate results.
5. DeepSeek Automatically Fixes Plagiarism Ensures 100% Originality
Say goodbye to duplicate content issues forever. DeepSeek’s plagiarism checker not only detects copied text but rewrites it instantly, ensuring your work is always unique and high-quality.
6. Ask DeepSeek To Automate Anything No Experience Needed
With DeepSeek, you can automate tasks, workflows, and entire projects with zero tech skills. From scheduling posts to managing data, it’s like having a personal assistant working 24/7 for you.
7. DeepSeek Writes Sales Copy That Converts Like Magic
Need sales copy for your business? DeepSeek’s advanced AI can create hypnotic, high-converting sales pages, emails, and ads in seconds. It’s like having a professional copywriter on demand without the cost.
8. DeepSeek Solves Complex Math and Debugs Code Instantly
Whether you’re solving advanced math problems or debugging messy code, DeepSeek handles it with ease. It’s like having a genius engineer and mathematician in your pocket, ready to help at any time.
9. Train DeepSeek To Know Your Business Like An Expert
Upload your documents, URLs, or data, and DeepSeek will learn and adapt to your specific needs. Whether you want it to handle customer inquiries or analyze trends, DeepSeek becomes an extension of your brain.
10. Train DeepSeek To Know Your Business Like An Expert
Upload your documents, URLs, or data, and DeepSeek will learn and adapt to your specific needs. Whether you want it to handle customer inquiries or analyze trends, DeepSeek becomes an extension of your brain.
11. Hollywood-Style 8K Videos, Powered By DeepSeek
Unleash DeepSeek’s groundbreaking video generation capabilities to create breathtaking, Hollywood-level 8K videos in seconds. Whether for your business, ads, or personal projects, DeepSeek’s unmatched technology turns your one-line prompts into cinematic masterpieces that leave audiences stunned.
12. DeepSeek Creates HD Images That Look Like Magic
DeepSeek isn’t just about power it’s about precision. With its state-of-the-art image-generation tools, you’ll create stunning, high-definition visuals faster and cheaper than ever before. From social media posts to marketing campaigns, DeepSeek brings your vision to life like no other.
13. Rewrite Content Like A Pro, Thanks To DeepSeek
DeepSeek’s article rewriting tool transforms any content into a unique, human-like masterpiece with just one click. Bloggers, marketers, and businesses can now generate plagiarism-free, polished content effortlessly, with results so good no one will believe it was AI-driven.
14. DeepSeek Empowers You To Create And Sell Unlimited Content
With DeepSeek’s built-in commercial license, you can create and sell limitless AI-generated assets videos, images, chatbots, and more. Keep 100% of the profits while delivering cutting-edge solutions to clients. No restrictions, no limits, just endless possibilities.
15. Train DeepSeek to Do Anything You Want
DeepSeek allows you to train its AI on text, images, documents, and even web URLs, making it the most adaptable and customizable AI tool ever created. Teach it to understand your business, automate workflows, or solve specific challenges it’s your personal AI genius.
16. Start Your Own Content Marketing Empire With DeepSeek
Why work for someone else when you can run your own agency? DeepSeek’s 150+ AI tools empower you to launch a content marketing business that delivers jaw-dropping results for clients. It’s the ultimate side hustle or full-time venture.
17. No Monthly Fees Pay Once, Use Forever
DeepSeek doesn’t nickel-and-dime you like other platforms. For a low, one-time payment, you’ll own the world’s most powerful AI suite forever. Say goodbye to monthly fees and hello to unlimited potential.
18. AI Tailored to You Any Niche, Any Business!
Create ultra-smart AI assistants for health, eCommerce, dating, business, and beyond. Embed them on your website and watch them handle inquiries, book appointments, or even upsell for you.
19. Commercial License
When you get access to DeepSeak today. You will get a free commercial license which will allow you to create videos for any clients you want. Without paying a penny extra, and keeping 100% of the profit.
20. World-Class Support, Backed by DeepSeek’s Expertise
Have questions? Need help? DeepSeek’s 24/7 world-class support team is always available to assist you. Whether it’s technical setup or troubleshooting, we’ve got your back every step of the way.
21. 30 Days Money Back Guarantee
There is zero risk for you. You get to try DeepSeak for 30 days and if for any reason you don’t think it’s not worth its weight in gold. Just send us a message, and we will process your refund.
>> Click Here To Get More Info & Get Instant Access <<
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Neuro App Review – All-in-One Premium AI Models in Single Dashboard
Welcome to my Neuro App Review. In recent few years, the Artificial intelligence landscape has become a never ending bay of explosion of tools that can help in nearly every aspect of digital creation. This includes content writing to designing logos, generating voiceovers and even making motion videos, there’s an AI tool for every task. One challenge, however, is that users must juggle numerous platforms and tools with their own subscription fees, steep learning curves and limitations.
Neuro App is a global first AI driven platform with over 100+ powerful AI models within one single dashboard Enter. What if you could search, unlock, and use the best AI tools in the world for free with a single click? Being able to always create websites, brand, generate 4K images, build chatbots, it makes perfect sense to consolidate all these capabilities into one platform, and that’s what Neuro App is.
Neuro App promises to revolutionize the way you hack with AI, and this review will discuss some of its features, benefits, pricing, pros and cons, as well as the potentials to do so. So why are people all up in arms about this platform and does it really live up to its claims? Let’s find out.
What Is Neuro App?
Neuro App is an application, a cutting edge complete AI platform which essentially transforms the manner in which people and companies use artificial intelligence. Intended for the over 100+ most important AI models brought together under a single dashboard to simplify complex work and increase productivity. Neuro App opens you up to the power of ChatGPT, Leonard AI, DALL-E, Canva AI, Claude, Gemini, Copilot, Bard AI, MidJourney, Jasper, Stable Diffusion, and Synthesia without the need for subscriptions and monthly fees.
They can make websites, make motion videos, get voice overs, clone voices, write articles, and much more. With its intuitive adaptability, its cost-effectiveness , and its versatility , the tool becomes a gamechanger for creators, marketers, and entrepreneurs who seek AI-powered efficiency.
Neuro App Review: Overview of Product
Product Creator: Seyi Adeleke
Product Name: Neuro App
Launch Date: 2024-Dec-02
Launch Time: 10:00 EST
Front-End Price: $27 (One-time payment)
Official Site: Click Here To Visit Official Salespage
Product Type: Tools and Software
Support: Effective Response
Discount: Get The Best Discount Right Here!
Recommended: Highly Recommended
Bonuses: YES, Huge Bonuses
Skill Level Required: All Levels
Discount Coupon: Use Code “CYBER30” To Get 30% Off (Full Funnel)
Refund: YES, 30 Days Money-Back Guarantee
Neuro App Review: About Authors

Seyi Adeleke was created by Neuro App. He is a famous Software developer with a passion for digital marketing. People want to purchase his items since he is a well-known creator and one of the finest fighters they want to buy what he creates.
Seyi has extensive market experience and excels at staying ahead of trends. Experts have applauded his ideas like FreelancerPro AI, VoizHub AI, Pulse AI, Sonic, WebX, AI Pilot, Coursiify, Coinz, ECCO, Edge, vAI, AI Genius, VoxAI, AI Spark, Ink AI, BrainBox, Zendly, ProfitResolution, and many more of his products have done very well.
Neuro App Review: Key Features of Neuro App
✍ Unlock Every Single AI Model From One Dashboard
Never pay for any AI model ever again. Simply type a keyword (e.g., “I Want To Create 8K Videos,” “I Want To Clone My Voice,” etc.), and Neuro will instantly search & activate the world’s best premium AI models to get the job done—all within the Neuro app. Access ChatGPT, Leonard AI, DALL-E, Canva AI, Claude, Gemini, Copilot, Bard AI, MidJourney, Jasper, Stable Diffusion, Synthesia, and 90+ more powerful AI models and unlock them all with just one click without paying a cent in monthly fees or integrating any external API.
✍ Hollywood-Grade Videos in Minutes No Crew Needed
Transform your ideas into stunning 8K videos effortlessly. Whether it’s a cinematic masterpiece, an explainer video, or a social media reel, unleash the power of AI to produce high-definition, visually captivating videos that rival professional studios.
✍ Type Your Vision, Watch It Become a 4K Reality
Forget stock photos. With a single click, generate breathtaking 4K images from simple text descriptions. Perfect for campaigns, presentations, or personal use, make your visuals truly unforgettable.
✍ Launch Your Online Empire In Just 1 Minute!
Skip the tech headaches. Craft stunning websites and high-converting sales funnels in record time, without coding or expensive designers. Perfect for entrepreneurs, marketers, and dreamers ready to make an impact online.
✍ Your Personal ChatGPT Custom Built For Your Business!
Bring AI to life with custom chatbots designed to engage customers, answer questions, and increase sales. Tailor them to your brand’s voice and deploy them on your website or app instantly.
✍ Become a Voice Chameleon Clone, Create and Command!
Duplicate any voice with uncanny realism or create lifelike voiceovers for your projects. Perfect for videos, audiobooks, and commercials without hiring voice actors or paying royalties.
✍ AI That Sells Craft Words That Print Money!
Say goodbye to writer’s block! Instantly generate persuasive sales copy, email swipes, and ad campaigns optimized to convert leads into loyal customers. Sell like a pro every single time.
✍ A Brand’s Identity, Designed in Seconds!
Create bold, beautiful, and iconic logos that leave lasting impressions. Whether it’s for your business or a client’s, your designs will stand out with professional-grade quality.
✍ From Video to Blog: Transform Content Like Magic!
Maximize your content’s reach by turning any YouTube video into a well-written, SEO-optimized blog post. Perfect for repurposing ideas and dominating multiple platforms.
✍ AI Tailored to You: Any Niche, Any Business!
Create ultra-smart AI assistants for health, dating, business, and beyond. Embed them on your website and watch them handle inquiries, book appointments, or even upsell for you.
✍ You’re Studio in the Cloud Mix and Master Instantly!
Seamlessly combine and edit music tracks or audio files like a pro sound engineer. Add background music, create mashups, or tweak your recordings—all without expensive software.
✍ A Business Card That Talks, Wows, and Sells!
Say goodbye to boring paper. Share your contact info with a fully interactive, digital business card that captures attention and leaves a lasting impression, complete with dynamic designs.
✍ Turn Talk Into Text or Text Into Lifelike Speech!
Transcribe audio with unmatched accuracy or bring your text to life with human-like voices. Perfect for meetings, audiobooks, or making your ideas heard in a whole new way.
✍ Ad Campaigns That Speak to Your Audience!
Generate stunning video ads tailored to your brand’s needs. Increase engagement, drive traffic, and convert leads like never before.
✍ All-in-One Content Powerhouse!
Create everything from blogs and logos to videos and chatbots. Scale your creativity and productivity with zero limitations.
✍ Your Gateway to AI Magic It’s Just the Beginning!
With more features than we can list, the app is designed to adapt, grow, and meet your needs. Explore limitless possibilities with every click.
✍ Commercial License Included
When you get access to Neuro today, you will get a free commercial license, which will allow you to create videos for any clients you want without paying a penny extra and keeping 100% of the profit.
✍ 30-Day Money-Back Guarantee
There is zero risk for you. You get to try Neuro for 30 days, and if for any reason you don’t think it’s worth its weight in gold.
Neuro App Review: How Does It Work?
Unlock All Premium AI Models Just in 3 Clicks
Step #1: Login
Login to Neuro Intuitive Dashboard.
Step #2: Search
Search For Any AI Model That You Like (ChatGPT, Gemini, Claude, Canva, PaLM 2.0, LIama, Or Anything Else With A Click You Will Be Able To Access It With ZERO Cost, And ZERO API Needed.
Step #3: Execute & Profit
Now let it work for you, and execute anything you want Website, funnels, products, logos, videos, 4k images, branding, articles, ads, sales pages, flipbooks, software, coding, chatbots or simply anything you can imagine.
Neuro App Review: Benefits of Neuro App
Search & Unlock Any Premium AI Model You Want Without The Subscription…
Never Pay For Any AI Model You Like Ever Again…
Instantly Access Every Single AI Model You Want (ChatGPT, Google’s Gemini, Microsoft CoPilot, Claude, MidJourney, PaLm 2.0, LIama, Jasper, And More…)
Generate Websites, Funnels, Branding, Logos, Motion Videos, 4k Images, Software, Apps, ChatBots, And TONS MORE…
Enjoy The World’s First Universal AI App That Does EVERYTHING You Want…
NO Other Apps, AI Models, Services, Or Subscriptions Are Needed. Neuro Is All That You Need…
Neuro Enhance All AI Models Results, Giving You 19x Better Results…
LIGHTING FAST Results, Imagine Creating An Entire Website In 9 Seconds Flat
Start A Profitable Business From Scratch With Neuro In Less Than 60 Seconds…
Say Goodbye To All The Monthly Payments Forever…
If You Fail To Grab Neuro, Your Competition Will, And They Will Crush You…
Automate ANY Task You Want With Neuro With ZERO Experience…
No Experience, Skills, Or Learning Needed. Neuro Works For Anyone…
No API Cost Required, You Pay Once For Neuro, And Enjoy It Forever, With NO LIMITS…
Intuitive Dashboard That Will Make Exploiting AI Models A Breath (100% Fail Proof)
Generate And Sell Anything You Want With Neuro And Keep 100% Of The Profit…
Doesn’t Matter What You Are Doing, Neuro Will Transform Your Life…
Once We Reach Our Limit, We Will Take Neuro Down…
FREE Commercial License Included With Your Copy, So You Can Enjoy All The Profit With No Worries…
NO-RISK For You With Our 30 Days Money-Back Guarantee
Verify Users Say About Neuro App
Neuro App Review: Who Should Use It?
Product owners
Affiliate marketers
Influencers
Ecom store owners
Crypto traders
Service providers
Local businesses owners
Bloggers
Coaches
Beginners
And anyone looking to make some extra money online in 2025
Neuro App Review: OTO’s And Pricing
Add My Bundle Coupon Code “CYBER30″ – For 30% Off Any Funnel OTO Below
Front End Price: Neuro ($17)
OTO1: Neuro Unlimited ($67)
OTO2: Neuro DoneForYou ($297)
OTO3: Neuro Automation ($47)
OTO4: Neuro Swift Profits ($47)
OTO5: Neuro Limitless Traffic ($97)
OTO6: Neuro Agency ($167)
OTO7: Neuro Franchise Edition ($97)
OTO8: Neuro Multiple Income ($47)
Neuro App Review: Money Back Guarantee
You Either LOVE It Or You Get Your Money Back (Our 30 Days Iron-Clad Money Back Guarantee)
So we did the right thing and we removed all the risk from your shoulder. Today, you can try out, use and unlock the Neuro app’s full potential for 30 days without restriction of any kind If for ANY reason you don’t like it, and you don’t think it’s worth a pound of gold.
So if you paid, just mail at [email protected] and we will refund every penny you have paid. We don’t need your money if you don’t love it.
Neuro App Review: Pros and Cons
Pros:
Get access to over 100 AI premium models.
AI tools for almost every need.
Easy access to single dashboard.
More cost effective than standalone subscription.
New features with regular updates.
Beginner-friendly interface.
Cons:
Requires a subscription fee
Requires stable internet connection as it’s cloud-based.
Nothing wrong with it, it works perfectly!
My Own Customized Exclusive VIP Bonus Bundle
***How To Claim These Bonuses***
Step #1:
Complete your purchase of the Neuro App: My Special Unique Bonus Bundle will be visible on your access page as an Affiliate Bonus Button on WarriorPlus immediately after purchase. And before ending my honest Neuro App Review, I told you that I would give you my very own unique PFTSES formula for Free.

Step #2:
Send the proof of purchase to my e-mail “[email protected]” (Then I’ll manually Deliver it for you in 24 HOURS).
Neuro App Free Premium Bonuses
Frequently Asked Questions (FAQ’s)
Q. Do I need any experience to get started?
None, all you need is just an internet connection And you’re good to go.
Q. Is there any monthly cost?
Depends, If you act now, NONE. But if you wait, you might end up paying $997/mo It’s up to you.
Q. How long does it take to make money?
Our average member made their first sale the same day they got access to Neuro.
Q. Do I need to purchase anything else for it to work?
Nop, Neuro is the complete thing. You get everything you need to make it work. Nothing is left behind.
Q. What if I failed?
While that is unlikely, we removed all the risk for you. If you tried Neuro and failed, we will refund you every cent you paid.
Q. How can I get started?
Awesome, I like your excitement, All you have to do is click any of the buy buttons on the page and secure your copy of Neuro at a one-time fee.
My Final Analysis
Neuro App is a unique and multifaceted AI tool that puts the application of AI into the hand of its users. Due to its simplicity of use, a vast set of features, and compatibility with multiple AI solutions, Neuro App will be useful for businesspeople and creative folks looking for better ways to manage their time, increase effectiveness, and bring ideas to life.
Although the program can take a little more time to learn, especially its more complex functions, and the cost is always a factor, the advantages of Neuro App are obvious. This way, embracing this innovative platform, users will open new opportunities and achieve new results in their work.
>>> Click Here To Get Instant Access Neuro App Now <<<
Check Out My Previous Reviews: 2024 Xmas Bundle Review, MegaMart AI Review, Dynova AI Review, ViralAnimeX Review, and DFY AI Sites Review.
Thank for reading my “Neuro App Review” till the end. Hope it will help you to make purchase decision perfectly.
#neuro#neuroapp#neuroappreview#neuroapphonestreview#neuroappfeatures#neuroappworks#whatisneuroapp#neuroappreviews#buyneuroapp#neuroappprice#neuroappdiscount#neuroappfe#neuroappoto#getneuroapp#neuroappbenefits#neuroappbonus#howtoneuroappworks#neuroappFunnels#marketingprofitmedia#neuroappUpsell#neuroappinfo#purchaseneuroapp#software#traffic#neuroappexample#neuroappworthgorbuying#ai#aiapp#aitool#aisoftware
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12 lipca 2024
◢ #unknownews ◣
Zapraszam do lektury dzisiejszego zestawienia.
Zostały ostatnie godziny niższej ceny na szkolenie AI Devs. Od północy cena wzrasta z 1790zł do 2190zł. Zaoszczędź i dołącz do nas w obecnej cenie i zwiększ swoją wiedzę w temacie LLMów jako programista.
1) Dead Drops - dane ukryte... w betonie? https://deaddrops.com/ INFO: Ciekawy projekt 'Dead Drops' umożliwia anonimowe, w pełni offline udostępnianie plików w przestrzeni publicznej. Liczne pendrive'y są wbudowane w ściany, budynki i krawężniki, aby każdy mógł udostępnić lub znaleźć pliki. Projekt jest otwarty na uczestnictwo i każdy może zainstalować 'Dead Drop' w swoim mieście i dodać go do mapy. Nie muszę chyba mówić, co myślę o bezpieczeństwie takiego rozwiązania. Ciekawe, kiedy ktoś zabetonuje tam USB Killera. W Warszawie wg bazy było 5 takich skrytek. Jeden pendrive się zepsuł, a cztery ukradli.
2) Samodzielnie hostowany, użyteczny stack AI (film, 12m) https://www.youtube.com/watch?v=GrLpdfhTwLg INFO: Autor zbudował własne, odłączone od chmury rozwiązanie, pozwalające mu na rozmowę z LLM-em (jak ChatGPT), generowanie grafik, transkrypcję nagrań, uzupełnianie kodu (jak Copilot od Githuba), a nawet na integrację z inteligentnym domem, a wszystko to w trybie offline, uruchamiając modele na swoim sprzęcie.
3) Farfalle - otwartoźródłowy odpowiednik Perplexity https://github.com/rashadphz/farfalle INFO: Jeśli zachwycają Cię możliwości wyszukiwarki Perplexity, wspieranej przez AI, ale niestety nie zachwyca Cię jej cena, to Farfalle jest tym, czego szukasz. Możesz zdeployować to rozwiązanie na swoim serwerze i dodać do konfiguracji swoje klucze API do wybranych LLM-ów.
4) Ile Polacy wiedzą o cyber-zagrożeniach? (film 1h i 40m) https://www.youtube.com/watch?v=aOxjVUo2t7s INFO: Piotr Konieczny (Niebezpiecznik) oraz Szymon Szczęśniak (CodeTwo, HRejterzy) rozmawiają o cyberzagrożeniach i prostym językiem tłumaczą, jak każdy Kowalski może się przed nimi zabezpieczyć. Kompendium wiedzy o cyberbezpieczeństwie dla ludu.
5) Hackowanie drukarki etykiet Brother - root zdobyty dla zabawy https://sdomi.pl/weblog/20-pwning-a-labelmaker/ INFO: Autor artykułu postanowił sprawdzić, co pod względem oprogramowania kryje się we wnętrzu drukarki etykiet Brother. Odkrył, że urządzenie kontrolowane jest przez Linuksa i korzysta z przestarzałej wersji CUPS, co poskutkowało znalezieniem kilku luk w zabezpieczeniach. Po chwili zabawy ze sprzętem udało się uzyskać dostęp do powłoki systemowej jako root.
6) Lepszy workflow w pracy z GIT przy użyciu Jujutsu https://ofcr.se/jujutsu-merge-workflow INFO: Jujutsu to system kontroli wersji kompatybilny z GIT-em. Może więc pracować z obecnymi repozytoriami lokalnymi, a nawet tymi znajdującymi się np. na GitHubie. Aplikacja wprowadza nowy podział na "zmiany" i "commity". Wbudowany w Jujutsu mechanizm rozwiązywania konfliktów pozwala na łatwiejsze i bezpieczniejsze łączenie gałęzi i commitów. Używanie Jujutsu nie wpływa negatywnie na współpracę z innymi developerami, którzy pracują na tym samym repozytorium, używając klasycznego GIT-a.
7) O co chodzi z agentami AI? - nagranie z webinaru (film 1h i 30m) [autopromocja] https://www.youtube.com/live/eJ6v2ldk1nc?t=24s INFO: Czym jest agent AI, w czym może nam pomóc i jakie są jego mocne i słabe strony? W ramach tego webinaru zobaczysz przykład agenta, który bez większych podpowiedzi przechodzi grę online. Dowiesz się także trochę więcej natemat szkolenia AI Devs. Przez pierwsze 25 sekund nagranie nie ma dźwięku.
8) Jak planuje swój tydzień Senior Engineer w Big Techu? https://read.highgrowthengineer.com/p/how-i-plan-my-week-as-a-senior-engineer INFO: Zobacz, jak autor artykułu, pracujący w dużej firmie technologicznej, planuje swój tydzień, aby osiągnąć swoje cele i uniknąć rozpraszaczy. Opisuje on swoje doświadczenia z różnymi systemami planowania, w tym z Todoist, i prezentuje nowy, bardziej efektywny system oparty na szablonie Excela.
9) Lokalny LLM w 2 liniach kodu - Gemini Nano wbudowany w Chrome (film, 5m) https://yt.mrugalski.pl/6gJTVOKqd9c INFO: Nowe API dostępne w Google Chrome umożliwia programistom wysyłanie zapytań do lokalnego modelu językowego (LLM). Mowa o Gemini Nano. To rozwiązanie działa w pełni lokalnie, bez wysyłania jakichkolwiek danych do chmury. Zobacz, jak użyć nowej funkcji w swojej aplikacji.
10) Chatboty są karmione tajemnicami firm - to już powszechne zjawisko https://www.rp.pl/biznes/art40777991-boty-karmione-tajemnicami-firm-sztuczna-inteligencja-nie-powinna-o-tym-wiedziec INFO: Badanie Cyberhaven Labs ujawniło, że pracownicy firm technologicznych, mediów i finansów 'karmią' chatboty poufnymi danymi. Do produktów głównie od OpenAI, Microsoftu i Google wklejane są fragmenty tajnych kodów źródłowych, dane badawcze, dane powiązane z klientami i wiele innych. Liczba zapytań wysyłanych do chatbotów wzrosła od ostatniego roku ponad sześciokrotnie, więc możemy spodziewać się jeszcze więcej sytuacji, w których dane wyciekają poza firmę.
11) Co ma Afryka do uczenia modeli AI? - całkiem sporo https://www.theguardian.com/technology/article/2024/jul/06/mercy-anita-african-workers-ai-artificial-intelligence-exploitation-feeding-machine INFO: Kto pracuje przy uczeniu modeli AI? Na przykład ludzie z Kenii i Ugandy, pracujący za nieco ponad dolara za godzinę. Poznaj historię Mercy i Anity, które opowiadają o swoich doświadczeniach jako moderatorzy treści do opisywania zbiorów danych.
12) Lokalne montowanie woluminów Kubernetes za pomocą SSHFS https://github.com/fenio/pv-mounter INFO: Narzędzie pv-mounter umożliwia lokalne montowanie woluminów trwałych Kubernetes (PVs) za pomocą SSHFS, dzięki czemu możesz z łatwością dostać się do wnętrza takiego wolumenu i zmieniać jego zawartość. Narzędzie może być używane jako wtyczka do kubectl. Dowiedz się, jak działa i jak je zainstalować.
13) NexDock - Twój telefon jako laptop? https://nexdock.com/explore-nexdock/ INFO: To rozwiązanie, które pozwala wykorzystać moc Twojego smartfona, przekształcając go w laptopa z pełnym ekranem dotykowym i klawiaturą. Można to porównać z dockiem, do którego przewodowo lub bezprzewodowo podłączamy swój telefon. Urządzenie działa oczywiście tylko z Androidem, a obecnie trwa przedsprzedaż. Interesujące rozwiązanie.
14) Czy tryb ciemny jest tak dobry dla oczu, jak myślisz? https://www.wired.com/story/dark-mode-chrome-android-ios-science/ INFO: Czy tryb ciemny jest naprawdę korzystny dla oczu i przy nim wzrok mniej się męczy? Okazuje się, że niekoniecznie. Artykuł wyjaśnia, dlaczego tryb ciemny może być nawet mniej korzystny w niektórych sytuacjach i jakie są inne, bardziej pewne sposoby na zmniejszenie zmęczenia oczu.
15) INP - nowy wskaźnik Core Web Vitals i jak z nim pracujemy w Allegro https://blog.allegro.tech/2024/07/INP-new-core-web-vitals.html INFO: Dowiedz się, czym jest wskaźnik INP (Interaction to Next Paint), który mierzy ogólną responsywność strony na akcje użytkownika. Artykuł omawia, jak działa INP, jak go mierzyć i co zrobić, aby poprawić jego wyniki.
16) Notatki niczym wiadomości do siebie? (iOS) https://strflow.app/ INFO: Robisz czasami notatki, pisząc do siebie na komunikatorze? Są ludzie, którzy uwielbiają notowanie w ten sposób. Ta aplikacja symuluje właśnie wysyłanie tekstów do siebie (niczym na czacie), ale dodatkowo pozwala grupować wysyłane notatki w tematyczne osie czasu, pozwala je przeszukiwać itp. Jeśli tylko nie potrzebujesz synchronizacji notatek między urządzeniami, to aplikacja jest darmowa.
17) Odtwarzacz YouTube jest zbyt ciężki, ale da się to naprawić https://frontendmasters.com/blog/youtube-embeds-are-bananas-heavy-and-its-fixable/ INFO: Czy wiesz, że osadzając na swojej stronie odtwarzacz YouTube, zwiększasz wagę strony aż o 1.3 MB i generujesz dodatkowe 32 żądania do Google? Nie pozostaje to obojętne dla szybkości ładowania Twojej strony. Można to jednak zmienić, używając komponentu web o nazwie lite-youtube, który waży zaledwie 100 kB i udostępnia te same funkcje co oryginalny player.
18) Wykorzystanie poczty e-mail w Polsce - raport od Sare (PDF, 50 stron) https://sare.pl/wp-content/uploads/2023/06/SARE_19_Raport_Badanie-wykorzystania-poczty-elektoronicznej_2023_06.pdf INFO: To co prawda raport z czerwca 2023 roku, ale wyników tegorocznego badania jeszcze nie opublikowano. Dowiedz się, jak ludzie w Polsce wykorzystują swoją pocztę elektroniczną. Gdzie mają skrzynkę, czy czytają newslettery, o której godzinie sprawdzają pocztę i jak często to robią. Spora porcja statystyk.
19) Porady dotyczące pisania lepszych Pull Requestów https://www.simplethread.com/writing-tips-for-improving-your-pull-requests/ INFO: Dobrze napisany opis Pull Requestu może ułatwić życie Twoim kolegom z zespołu, a Tobie zwiększyć szansę na akceptację takiego PR-a. Artykuł wyjaśnia, jak to osiągnąć, używając technik takich jak formatowanie tekstu, prostego języka itp. Ta wiedza może Ci się przydać nie tylko w pracy, ale także przy angażowaniu się w projekty Open Source.
20) Modele językowe z opcją Vision są... ślepe?! https://vlmsareblind.github.io/ INFO: Wyniki badań pokazują, że modele językowe z możliwościami wizualnymi (VLM) nie radzą sobie z prostymi zadaniami wizualnymi, takimi jak liczenie przecięć linii, rozpoznawanie nakładających się kół czy liczenie kształtów w logo. Wyniki sugerują, że wizja tych modeli jest albo "rozmyta", albo wręcz "ślepa", co oznacza, że podejmują one bardziej "edukowane zgadywania" niż prawdziwie odpowiadają na pytania.
21) Plan Meta "bez reklam" narusza DMA - będą kary https://www.socialmediatoday.com/news/eu-commission-metas-ad-free-subscription-offering-violates-dma/720368/ INFO: Komisja Europejska uznała, że plan Meta, umożliwiający użytkownikom UE wykupienie opcji bez reklam i śledzenia danych, narusza Dyrektywę o Rynkach Cyfrowych (DMA). To może kosztować firmę karę do 10% jej globalnego obrotu. Czy Meta będzie musiała zmienić swój model biznesowy? Ciekawe, jak to się ma do Youtube Premium, który za drobną opłatą także oferuje serwis bez reklam. Czyżby musiały nadejść jakieś zmiany?
22) Prawo Demeter vs liczne zależności w kodzie https://devszczepaniak.pl/prawo-demeter/ INFO: Prawo Demeter, znane również jako zasada najmniejszej wiedzy, to reguła projektowania oprogramowania polegająca na ograniczaniu wiedzy obiektu o innych obiektach. Dzięki temu jeden moduł aplikacji komunikuje się jedynie ze swoimi 'sąsiadami' i nie ma wiedzy o pozostałych elementach aplikacji. Takie podejście pomaga zachować porządek w kodzie, ale wywołuje też kilka negatywnych skutków. Więcej w artykule.
23) Science czy fiction? Jak sztuczna inteligencja zmienia naukę - rozmowa z ekspertami (film, 1h i 30m) https://www.youtube.com/watch?v=oCcSGP7I6tM INFO: Rozmowa zorganizowana przez IDEAS NCBR wspólnie z Uniwersytetem Warszawskim. W spotkaniu udział wzięli: Aleksander Mądry (profesor z MIT), Andrzej Dragan (profesor fizyki na UW), Piotr Sankowski (dr habilitowany z informatyki na UW). Dość długa, ale i interesująca rozmowa na temat wpływu rozwoju sztucznej inteligencji na współczesną naukę.
24) Reguły spekulacji - skrajnie szybkie strony WWW? https://www.debugbear.com/blog/speculation-rules INFO: Dowiedz się, czym są tajemnicze SpeculationRules i jak to się dzieje, że dzięki nim podstrony Twojego serwisu mogą ładować się niemal bez opóźnień. Ten artykuł przedstawia praktyczne przykłady kodu i wskazówki, jak debugować i monitorować te reguły z użyciem DevTools.
25) Nie używaj wyświetlaczy siedmiosegmentowych! (PDF, 6 stron) https://harold.thimbleby.net/cv/files/seven-segment.pdf INFO: To jeden z najprostszych i najpopularniejszych rodzajów wyświetlaczy stosowanych w taniej elektronice, gdzie wymagane jest tylko wyświetlenie kilku cyfr lub kodu błędu. Są tanie i proste w obsłudze. W czym więc problem? Istnieje kilka słabych stron takich wyświetlaczy, które sprawiają, że nie powinno się ich stosować w profesjonalnych projektach i wszędzie tam, gdzie minimalizacja błędów odczytu jest ważna.
26) Co ostatnio zepsuł Microsoft? - Recall, Copilot+PC itp.(film, 19m) https://www.youtube.com/watch?v=G-sPf2VR4aM INFO: Microsoft wrzuca AI, gdzie się tylko da, co niekiedy prowadzi do wpadek związanych z bezpieczeństwem danych i ich prywatnością. Co wprowadzają nowe komputery nazwane Copilot+PC i na czym polegały nowości w funkcji Recall, z których ostatecznie Microsoft się wycofał? I czy aby na pewno wszystkie pomysły firmy są zgodne z przepisami obowiązującymi w UE?
27) Kinopio - mapa myśli online https://kinopio.club/ INFO: Twórz mapy myśli, moodboardy, burze mózgów, rób notatki itp. Ten prosty soft nadaje się do wielu rzeczy, a efekt pracy wygląda całkiem estetycznie. Za darmo można utworzyć tablice mające do 100 elementów.
28) Pikimov - darmowa, webowa alternatywa dla Adobe After Effects? https://pikimov.com/ INFO: Jest to webowy edytor wideo, umiejący pracować z plikami w trybie offline (Twoje filmy NIE są wysyłane do chmury). Możesz montować audio, wideo, dodawać modele 3D, tworzyć animacje na podstawie keyframes, dodawać efekty. Sporo możliwości jak na darmowy soft.
29) Historia powstania przeglądarek Mosaic i Netscape (film, 2h) https://pmarca.substack.com/p/the-true-story-as-best-i-can-remember INFO: Jeśli lubisz opowieści o początkach rozwoju internetu i interesuje Cię, jak niegdyś rozwijały się projekty IT, jakie trudności stawały wtedy na drodze i jak je rozwiązywano, to ta rozmowa Cię zainteresuje.
30) Tworzenie diagramów przepływu w CSS (Anchor Positioning) https://coryrylan.com/blog/flow-charts-with-css-anchor-positioning INFO: Zobacz, jak wykorzystać nową funkcjonalność pozycjonowania z zakotwiczeniem w CSS do tworzenia np. prostych diagramów przepływu i schematów. Nie wiedziałem, że takie coś istnieje, a może to dawać ciekawe, nowe możliwości sprytniejszego pozycjonowania elementów na stronie. Użyteczne także wtedy, gdy nie planujesz tworzyć wykresów w CSS.
31) Wykrywanie dostępności JavaScriptu w przeglądarce za pomocą CSS https://dbushell.com/2024/06/22/no-no-javascript/ INFO: Dowiedz się, jak zastąpić typową klasę no-js w HTML nową funkcją CSS, która wykrywa, czy JavaScript jest aktywny. To prostsze i bardziej efektywne rozwiązanie dla Twoich aplikacji internetowych. Z artykułu przy okazji dowiesz się, skąd pochodzi moda na używanie klasy 'no-js'.
== LINKI TYLKO DLA PATRONÓW ==
32) Zbiór darmowych API - katalog https://uw7.org/un_5c3d22bacaa79 INFO: Znajdź i przetestuj darmowe API pozwalające przeszukiwać zbiory danych, wykonujące pewne drobne funkcje itp. Jest z czego wybierać. Niektóre dostępne są nawet bez konieczności posiadania klucza API, a część z nich może być wykorzystana wprost na warstwie frontendu ze względu na brak ograniczeń CORS-a.
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Технологии, IT и образование – обзор событий за неделю (28.06.24)
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Технологии, IT и образование – обзор событий за неделю (28.06.24)

– Референдум по строительству АЭС в Казахстане состоится осенью.
– Группа казахстанских инвесторов вложила $2 млн в компанию SpaceX, основанную Илоном Маском.
– В Казахстане на 5,6 миллиона детей от 3 до 17 лет приходится всего 147 музыкальных школ.
– Для создания модели казахского языка Kaz LLM АО «Национальные информационные технологии» задействует сервис Hugging Face.
– Единую цифровую платформу занятости запустят в Казахстане.
– Вышла первая реклама, созданная ИИ-генератором видео OpenAI Sora.
– Владельцев электромобилей освободят от платы за парковку.
– Казахтелеком стал обладать 49,98% долей Phoenix Fund Limited Partnership.
– «Байтерек» оцифровал 44 услуги для предпринимателей на портале bgov.kz.
– Казахстанский стартап Oraclus планирует привлечь до $2 млн на раунде Seed.
– Цифровизация бизнес-процессов: КТЖ и Huawei реализовали первый этап проекта.
– Более 2500 казахстанских школьников презентовали свои STEM-проекты на республиканском конкурсе стартапов Solve for Tomorrow.
– NASA поручило SpaceX утопить МКС, когда придёт время.
– Учёные нашли способ запускать большие ИИ-модели на системах мощностью 13 Вт, вместо 700 Вт.
– Астероид Бенну образовался в недрах водного мира, показали первые исследования грунта.
– Капитализация SpaceX выросла до впечатляющих $210 млрд.
– Инструмент диагностики Apple для самостоятельного ремонта стал доступен в Европе.
– В защищённом файлообменнике MOVEit нашли новую критическую уязвимость — это угрожает многим компаниям.
– В мобильном Chrome теперь можно совершать вызовы прямо из адресной строки.
– Фальшивые адвокаты всё чаще повторно обманывают жертв крипто-мошенников.
– Windows 11 научилась создавать архивы 7-Zip и TAR в «Проводнике», получила Emoji 15.1 и рекомендации игр в Game Pass.
– Stability AI сменила руководство и привлекла 80 млн долларов инвестиций.
– Reddit введёт жёсткие меры против сборщиков контента для обучения ИИ.
– OpenAI отложила запуск голосового помощника, чтобы он не наговорил лишнего.
– Honor представила ИИ-технологии для обнаружения дипфейков и защиты от развития близорукости.
– Анонсирован «симулятор Джеки Чана» — Karate Survivor погрузит игроков в мир боевых искусств и уличных драк, вдохновлённых боевиками 80-х.
– В «Пуске» Windows 11 появились виджеты-компаньоны — их можно создавать самостоятельно.
– Google позволит создавать кастомных чат-ботов для индивидуального общения — в том числе, на основе знаменитостей и блогеров.
– Браузер Firefox версии Nightly получил ИИ-помощников ChatGPT и Gemini.
– Google решила убрать бесконечную прокрутку результатов поиска.
– Политические дипфейки оказались самой популярным направлением в злоупотреблениях ИИ.
– ЕС предъявил Microsoft обвинения в незаконной привязке Teams к Office — компании грозит многомиллионный штраф.
– OpenAI отключит API ChatGPT для китайских компаний — местные аналоги ждут наплыва пользователей.
– Amazon тайно готовит собственного конкурента для ChatGPT.
– Вышла вторая бета-версия iPadOS 18 с поддержкой сторонних магазинов приложений.
– Apple отказалась от ИИ-алгоритмов Meta из соображений конфиденциальности.
– В Gmail начал работать ИИ-помощник Google Gemini.
– Meta стала ошибочно маркировать настоящие фотографии как творения ИИ.
– Мобильное приложение YouTube получит таймер сна.
– 280 млн человек установили зараженные вредоносным ПО расширения для Google Chrome за три года.
– Microsoft Defender определяет текстовый файл с одной строкой как троянца.
– Поддельный Илон Маск продвигает мошеннические схемы с криптовалютой на YouTube Live.
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