#artificialinteligence

[sdreatechprivatelimited]

Google's Gemini now comes with Gmail and Messages.

This AI application may help individuals draft emails, summarize data-heavy emails, pinpoint presentation highlights, and set off meeting alarms. . . .

[oncnews]

Grok AI Chatbot Gains Memory Feature: xAI Challenges ChatGPT and Gemini with Enhanced Personalization

[findurfuture]

Artificial Intelligence (AI) is transforming industries worldwide, and healthcare is no exception. With its ability to analyze vast amounts of data, predict diseases, and improve patient care, AI is making medical treatments faster, smarter, and more efficient. In this article, we’ll explore how AI in healthcare 2025 is shaping the future of medicine.

[ashifkh]

🔐 Why ID Card Printing Kiosk Machines Are Becoming Essential for Business Premises

In today’s fast-paced business environment, security and efficiency go hand in hand. Gone are the days of waiting in long queues or relying on manual processes for employee and visitor ID cards. Enter the ID Card Printing Kiosk – a game changer for modern businesses! 💡 Instant and Hassle-Free ID Issuance Whether it’s a new hire, a visitor, or a contractor, an ID card printing kiosk ensures on-the-spot badge issuance with just a few taps. No more paperwork, delays, or dependency on reception staff! 🔄 Enhanced Security & Access Control With businesses prioritizing secure access, self-service kiosks integrate with existing security systems to issue RFID-enabled or QR-based ID cards—ensuring only authorized personnel gain entry. 💰 Cost-Effective & Scalable Manual ID card management requires dedicated staff, equipment, and time. Kiosks eliminate these overheads, making it a cost-efficient solution for both small businesses and large enterprises. 📊 Seamless Integration with HR & Visitor Management Systems These kiosks can be synced with HR databases and visitor logs, ensuring real-time tracking of employees and guests—enhancing workplace security and compliance. As businesses continue to embrace automation and digital transformation, ID Card Printing Kiosks are no longer a luxury—they’re a necessity! 🚀

[truebusiness]

GPT-4.5: Now Gaslighting You with 37% More Accuracy!

The AI Apocalypse Just Got an Upgrade OpenAI has finally released GPT-4.5, the latest step in humanity’s march toward artificial intelligence dominance—or doom, depending on how you look at it. This update comes packed with new features, including fewer hallucinations (so it will only lie to you when absolutely necessary), better pattern recognition (it can now spot your procrastination habits…

[rudyboxman57]

A.I. FUN made an aquarium with tropical fish and a tropical forest with flowers-tropical aswell. Hope you like it all. Rudy Boxman ( RJBTEAM ) #tropical #tropics #AI #media #HD #HighDefinition 1920x1080 HD #news #nieuws #ArtificialInteligence #download #print #samsungHD #lol #fun

[govindhtech]

​HTTP 429 Errors: Keep Your Users Online And Happy

429 Errors

Avoid leaving your visitors waiting when resources run out: How to deal with 429 errors

429 error meaning

When a client sends too many requests to a server in a specified period of time, an HTTP error known as “Too Many Requests” (Error 429) occurs. This error can occur for many reasons:

Rate-limiting

The server limits client requests per time period.

Security

A DDoS attack or brute-force login attempt was detected by the server. In this instance, the server may block the suspect requestor’s IP.

Limits bandwidth

Server bandwidth is maxed out.

Per-user restrictions

The server has hit its maximum on user requests per time period.

The mistake may go away, but you should fix it to avoid losing traffic and rankings. Flushing your DNS cache forces your computer to acquire the latest DNS information, fixing the issue.

Large language models (LLMs) offer developers a great deal of capability and scalability, a seamless user experience depends on resource management. Because LLMs require a lot of processing power, it’s critical to foresee and manage possible resource depletion. Otherwise, 429 “resource exhaustion” errors could occur, which could interfere with users’ ability to interact with your AI application.

Google examines the reasons behind the 429 errors that LLMs make nowadays and provides three useful techniques for dealing with them successfully. Even during periods of high demand, you can contribute to ensuring a seamless and continuous experience by comprehending the underlying causes and implementing the appropriate solutions.

Backoff!

Retry logic and exponential backoff have been used for many years. LLMs can also benefit from these fundamental strategies for managing resource depletion or API unavailability. Backoff and retry logic in the code might be useful when a model’s API is overloaded with calls from generative AI applications or when a system is overloaded with inquiries. Until the overloaded system recovers, the waiting time grows dramatically with each retry.

Backoff logic can be implemented in your application code using decorators in Python. For instance, Tenacity is a helpful Python general-purpose retrying module that makes it easier to incorporate retry behavior into your code. Asynchronous programs and multimodal models with broad context windows, like Gemini, are more prone to 429 errors.

To show how backoff and retry are essential to the success of your gen AI application, Google tested sending a lot of input to Gemini 1.5 Pro. Google is straining the Gemini system by using photos and videoskept in Google Cloud Storage.

The results, where four of five attempts failed, are shown below without backoff and retry enabled.the results without backoff and retry configured

The outcomes with backoff and retry set up are shown below. By using backoff and retry, all five tries were successful. There is a trade-off even when the model responds to a successful API call. A response’s latency increases with the backoff and retry. Performance might be enhanced by modifying the model, adding more code, or moving to a different cloud zone. Backoff and retry, however, is generally better in times of heavy traffic and congestion.The results with backoff and retry configured

Additionally, you could frequently run into problems with the underlying APIs when working with LLMs, including rate-limiting or outages. It becomes increasingly crucial to protect against these when you put your LLM applications into production. For this reason, LangChain presented the idea of a fallback, which is a backup plan that might be employed in an emergency. One fallback option is to switch to a different model or even to a different LLM provider. To make your LLM applications more resilient, you can incorporate fallbacks into your code in addition to backoff and retry techniques.

With Apigee, circuit breaking is an additional strong choice for LLM resilience. You can control traffic distribution and graceful failure management by putting Apigee in between a RAG application and LLM endpoints. Naturally, every model will offer a unique solution, thus it is important to properly test the circuit breaking design and fallbacks to make sure they satisfy your consumers’ expectations.

Dynamic shared quota

For some models, Google Cloud uses dynamic shared quota to control resource allocation in an effort to offer a more adaptable and effective user experience. This is how it operates:

Dynamic shared quota versus Traditional quota

Traditional quota: In a Traditional quota system, you are given a set amount of API requests per day, per minute, or region, for example. You often have to file a request for a quota increase and wait for approval if you need more capacity. This can be inconvenient and slow. Of course, capacity is still on-demand and not dedicated, thus quota allocation alone does not ensure capacity. Dynamic shared quota: Google Cloud offers a pool of available capacity for a service through dynamic shared quota. All of the users submitting requests share this capacity in real-time. You draw from this shared pool according to your needs at any given time, rather than having a set individual limit.

Dynamic shared quota advantages

Removes quota increase requests: For services that employ dynamic shared quota, quota increase requests are no longer required. The system adapts to your usage habits on its own.

Increased efficiency: Because the system can distribute capacity where it is most needed at any given time, resources are used more effectively.

Decreased latency: Google Cloud can reduce latency and respond to your requests more quickly by dynamically allocating resources.

Management made easier: Since you don’t have to worry about reaching set limits, capacity planning is made easier.

Using a dynamic shared quota

429  resource exhaustion errors to Gemini with big multimodal input, like large video files, are more likely to result in resource exhaustion failures. The model performance of Gemini-1.5-pro-001 with a traditional quota and Gemini-1.5-pro-002 with a dynamic shared quota is contrasted below. It can be observed that the second-generation Gemini Pro model performs better than the first-generation model due to dynamic shared quota, even without retrying (which is not advised).model performance of Gemini-1.5-pro-001 with traditional quota versus Gemini-1.5-pro-002 with dynamic shared quotamodel performance of Gemini-1.5-pro-001 with traditional quota versus Gemini-1.5-pro-002 with dynamic shared quota

Dynamic shared quota should be used with backoff and retry systems, particularly as request volume and token size grow. In all of its initial attempts, it ran into 429 errors when testing the -002 model with greater video input. The test results below, however, show that all five subsequent attempts were successful when backoff and retry logic were used. This demonstrates how important this tactic is to the consistent performance of the more recent -002 Gemini model.

A move toward a more adaptable and effective method of resource management in Google Cloud is represented by dynamic shared quota. It seeks to maximize resource consumption while offering users a tightly integrated experience through dynamic capacity allocation. There is no user-configurable dynamic shared quota. Only certain models, such as Gemini-1.5-pro-002 and Gemini-1.5-flash-002, have Google enabled it.

As an alternative, you may occasionally want to set a hard-stop barrier to cease making too many API requests to Gemini. In Vertex AI, intentionally creating a customer-defined quota depends on a number of factors, including abuse, financial constraints and restrictions, or security considerations. The customer quota override capability is useful in this situation. This could be a helpful tool for safeguarding your AI systems and apps. Terraform’s google_service_usage_consumer_quota_override schema can be used to control consumer quota.

Provisioned Throughput

You may reserve specific capacity for generative AI models on the Vertex AI platform with Google Cloud’s Provisioned Throughput feature. This implies that even during periods of high demand, you can rely on consistent and dependable performance for your AI workloads.

Below is a summary of its features and benefits:

Benefits

Predictable performance: Your AI apps will function more smoothly if you eliminate performance fluctuation and receive predictable reaction times.

Reserved capacity: Queuing and resource contention are no longer concerns. For your AI models, you have a specific capacity. The pay-as-you-go charge is automatically applied to extra traffic when Provisioned Throughput capacity is exceeded.

Cost-effective: If you have regular, high-volume AI workloads, it can be less expensive than pay-as-you-go pricing. Use steps one through ten in the order process to determine whether Provisioned Throughput can save you money.

Scalable: As your demands change, you may simply increase or decrease the capacity you have reserved.

Image credit to Google Cloud

This would undoubtedly be helpful if your application has a big user base and you need to give quick response times. This is specifically made for applications like chatbots and interactive content creation that need instantaneous AI processing. Computationally demanding AI operations, including processing large datasets or producing intricate outputs, can also benefit from provisioned throughput.

Stay away with 429 errors

Reliable performance is essential when generative AI is used in production. Think about putting these three tactics into practice to accomplish this. It is great practice to integrate backoff and retry capabilities into all of your gen AI applications since they are made to cooperate.

Read more on Govindhtech.com

[ukmploymentlawnews]

Translators: Future Proofing Against AI

[sdreatechprivatelimited]

Tech alert…⚡️

~ As per a report, a new AI model, "OpenAI Strawberry" will be launched at the end of September. 🚀💡 To know more about tech-related updates, follow our social media page. 📲 . . .

[oncnews]

CrushOn AI Unveils Advanced NSFW AI Companion Technology with Enhanced Memory

[techaipulse]

🚀 7 Exciting Breakthroughs in Full Dive Virtual Reality You Need to Know! 🌐 Discover the latest advancements in full dive VR technology and how they’re transforming the future of immersive experiences. From stunning innovations to groundbreaking developments, get the inside scoop on what’s next for VR! 👉 Read more:

[ashifkh]

Why Banks & Money Transfer Companies Are Investing in Remittance Kiosk Machines 💸

In today’s fast-paced world, convenience, speed, and security have become the cornerstones of financial transactions—especially in the remittance sector. That’s why banks and money transfer companies are increasingly turning to remittance kiosk machines to meet the growing demand for instant and reliable cross-border money transfers. 🌍 Here’s why this investment is a game-changer: Cost Efficiency: By leveraging self-service kiosks, financial institutions can significantly reduce operational costs. The need for human intermediaries diminishes, streamlining the process for both the company and the customer. 🏦 Enhanced Customer Experience: Remittance kiosks provide an easy, user-friendly interface that allows customers to send money 24/7, reducing wait times and eliminating the need for long queues. This added convenience helps build customer loyalty and satisfaction. 😊 Financial Inclusion: Remittance kiosks are bridging the gap for unbanked populations. With minimal barriers to entry, these kiosks enable more people to access secure and affordable money transfer services. 🌱 Security: Modern kiosks integrate cutting-edge security features like biometric authentication, ensuring that each transaction is safe and traceable. In short, investing in remittance kiosks is not just about keeping up with technology—it’s about staying ahead in a highly competitive financial market while offering accessible and secure services to a global audience. 🌐💡

[verbotenefruchtdigital]

🚋🎧 Bist du bereit für das Abenteuer deines Lebens? 🎧🚋

Erlebe die fesselnde Geschichte von "Die Schöpferin", die an der Stadtbahnhaltestelle Lutherkirche in Fellbach startet! Begleite Sophie und Hector in eine atemberaubende, futuristische Welt, in der Künstliche Intelligenz die Menschheit herausfordert. Stell dir vor, du tauchst in eine packende Handlung ein, in der unsere Helden versuchen, die KI zu überlisten und die Welt zu retten. Kannst du die Spannung spüren? 🌟🤖

Neugierig geworden? Verpasse nicht dieses unglaubliche Hörspiel-Abenteuer! Hier kannst du dir den Trailer des Hörspiels anhören: https://www.youtube.com/watch?v=-DDEmAHd7ik

[protonshubtechno]

Register Now: 👉 https://tinyurl.com/yuv9482b

Join our FREE webinar and learn how to build AI-powered mobile apps that will transform the way you do business! 💻

🗓 Webinar on 22nd April at ⏱ 4:00 PM

Spots are filling fast.

[askgaloredigital]

Explore the Future of Sports with AsKGalore Digital! 

Are you ready to elevate your game? AsKGalore Digital offers innovative AI solutions to redefine sports management and performance. Here's how we can support you:

Player Scouting & Analysis: Discover hidden talents and gain insightful player performance analysis. Our AI tools provide detailed insights for assembling winning teams.

Sports Analytics: Harness the power of data for strategic decision-making. From game statistics to player trends, our analytics platform enables informed choices.

Sports Prediction: Stay ahead of the curve with accurate predictions. Our AI algorithms analyze historical data to forecast future outcomes, giving you a competitive advantage.

Fan Engagement: Forge deeper connections with your audience. Our interactive platforms and tailored experiences bring fans closer to the action.

Performance Improvement & Coaching: Empower athletes to reach their full potential. Our AI-driven coaching tools offer personalized feedback and growth strategies.

Ready to revolutionize your approach to sports? Contact us at askgalore.com

[delightfulpainterdelusion]

Unveiling the Power of PPnude's NSFW AI: Infinite Erotic Anime Imagery at Your Fingertips

Are you curious about the groundbreaking technology behind PPnude's Anime NSFW AI Generator? This innovative tool is revolutionizing the way we create and enjoy erotic anime imagery. Let's dive into how it works and what makes it so special.

Q: What exactly is the PPnude Anime NSFW AI Generator? A: PPnude's Anime NSFW AI Generator is a state-of-the-art tool designed to produce an unlimited number of erotic anime girl pictures. By harnessing the power of AI, it offers creators and enthusiasts a seamless and efficient way to explore the world of anime art.

Q: How does the AI Generator function? A: The generator utilizes advanced algorithms to analyze vast amounts of anime-related data. This enables it to create highly realistic and diverse anime girls that cater to various tastes and preferences.

Q: What are the benefits of using this AI Generator? A: With the PPnude Anime NSFW AI Generator, users can enjoy a vast library of unique anime girl images with just a few clicks. This not only saves time but also allows for endless creativity and exploration of new artistic styles.

Q: Is there a limit to the content generated by the AI? A: No, the PPnude Anime NSFW AI Generator has no limits. Users can generate an unlimited number of images, ensuring a continuous stream of new and exciting content. Whether you're a seasoned artist or a curious enthusiast, this tool offers endless possibilities.