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Junjie Shi

Co-founder & CTO

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Junjie Shi
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In the world of AI, change is the only sure thing. The secret to being innovative isn't just about making new technologies, but about exploring the new opportunities they offer. This means turning every problem into an opportunity for discovery and every thought into a chance to explore new areas.

April 30, 2025

Why You Should Use Native iOS and Google Play SDKs for In-App Payments?

When developing a mobile app that sells digital goods—such as in-game items, virtual currency, eBooks, or premium features—one of the most important decisions you’ll make is how to handle payments. While there are multiple third-party payment solutions available, Apple and Google strongly encourage developers to use their native in-app purchase (IAP) SDKs for digital content. Despite the initial learning curve, using the native iOS (StoreKit) and Google Play Billing SDKs offers major advantages that save time and prevent headaches down the road.

Native SDKStoreKitIAP
March 26, 2025

Watch Out for the Latest Gmail and Outlook Phishing Scam

Recently, there has been a significant increase in sophisticated email phishing scams targeting Gmail and Outlook users. Unlike previous spam emails containing obviously fake links, these new phishing attacks use more convincing methods designed to deceive even careful users.

GmailOutlookPhishingEmail
February 6, 2025

How to Build a Chat Completion Experience with AskHandle API

Creating an AI-powered chat application is achievable with the AskHandle API. This guide walks you through authenticating, setting up a chat room, and sending messages to your AI assistant for real-time responses.

ChatAskHandleAPI
January 17, 2025

Fine-Tuning vs Prompt Engineering: Which Approach Is Better?

Fine-tuning and prompt engineering are two powerful techniques for improving the performance of AI models, especially when working with systems like OpenAI’s GPT. Both approaches allow you to make the model better suited to your specific needs, but they work in different ways and come with their own sets of advantages and challenges. In this article, we will compare the two techniques to help you decide which one is best suited for your project.

Fine-TuningPrompt EngineeringLLM
October 26, 2024

Why Is AI Safety Important in the Development and Progress of AI?

AI is changing industries and driving innovation in many areas, from healthcare to education. Its ability to solve complex problems and improve lives is significant. But as AI grows more powerful, it's important to ensure it's used safely to prevent any harm. We at AskHandle fully support making AI safety a priority, ensuring that AI is used responsibly to benefit people and not cause harm.

AI SafetyEthical BoundariesAI
October 16, 2024

Writing Christmas Cards? Give Me Some Examples

The tradition of sending Christmas cards is a heartfelt way to convey your holiday wishes and reflections to friends, family, and colleagues. However, finding the right words can sometimes be challenging. Whether you want to stick with something classic and traditional or opt for a message that's quirky and contemporary, your Christmas card is an expression of your personality and feelings about the holiday season. Here are some examples and tips to inspire you as you pen your Christmas cards this year.

Christmas CardsWriting Christmas CardsChristmas Greetings
September 24, 2024

Can AI Models Produce More Original Ideas Than Humans?

As AI technology, especially large language models (LLMs) like GPT-4, continues to advance, we see AI excelling at generating content, performing complex data analysis, and even creating art. But the question remains: can AI produce truly original ideas, the kind of innovative concepts humans are known for? So far, it seems that while AI is skilled at summarizing, combining, and analyzing existing information, generating entirely new, organic ideas remains a challenge. AI’s creations, whether text or images, are heavily based on patterns from what it has already learned, lacking the originality we associate with groundbreaking human innovation.

Original IdeasHumanAI
September 14, 2024

Why AI Struggles to Compare Numbers like 9.11 and 9.8

Artificial intelligence systems, like ChatGPT, have become powerful tools for processing and understanding natural language. Yet, when it comes to comparing certain numbers—such as 9.11 and 9.8—AI can sometimes make mistakes. In this article, we'll explore why AI struggles with comparing numbers, especially when they are treated as strings, and how different contexts can lead to different results.

NumbersChatGPTAI
September 13, 2024

What is Customer Service?

Customer service refers to how a company assists its customers before, during, and after a purchase. It focuses on meeting customers’ needs, solving their problems, and ensuring satisfaction with the experience and product or service. Good customer service is essential for retaining existing customers and attracting new ones.

Customer ServiceCustomer service skillsCustomer relationshipsCommunicationCustomer experience
September 12, 2024

What is Automated Customer Support?

Automated customer support is a technology-driven service that enables customers to resolve issues and obtain assistance without interacting with human agents. This service operates continuously, offering help anytime. Automated customer support allows businesses to efficiently meet customer needs while controlling costs.

Automated Customer SupportCustomer SupportAIChatbot
September 6, 2024

Can AI Create New AI?

AI systems are increasingly capable of performing complex tasks like language translation, image recognition, and strategic games. Can they evolve further to create new AI systems?

AI creates AIGenerative AIAI technologyNew AI
August 23, 2024

What Makes Tesla Cars Unique: Exploring Their Advantages

In the fast-evolving world of automotive technology, Tesla has become a standout name. Known for its innovative electric vehicles (EVs), Tesla has set new standards in the industry. Here’s a look at what makes Tesla cars unique and why they stand out in a crowded market.

TeslaEVSelf-driving
August 16, 2024

How to Insert Unsplash Images into AskHandle AI Responses?

Incorporating images into your AskHandle AI responses can significantly enhance the user experience by providing visual context. By following a few simple steps, you can automate the inclusion of Unsplash images in responses based on certain keywords. This guide will walk you through the process, including how to set up the necessary files and how the AI can use them effectively.

ImagesResponsesAskHandleAI
July 11, 2024

DSPy vs Langchain: Which is the Right Choice for You?

The development of applications powered by large language models (LLMs) has seen significant advancements, with frameworks like DSPy and LangChain leading the charge. Both frameworks offer powerful tools for optimizing LLMs and building sophisticated systems. However, they differ in their approaches and features, making them suitable for different use cases. This article aims to compare DSPy and LangChain, highlighting their pros and cons to help you decide which is the right choice for you.

DSPyLangchainAI
July 9, 2024

ChatGPT-Based Agents: Innovation or Illusion?

In software, a wrapper is a piece of code that acts as an intermediary between an application and its underlying libraries or services. It enhances, modifies, or simplifies interactions with the core functionality, often making it more user-friendly or integrating it seamlessly into other systems. This article examines whether ChatGPT-based agents are merely wrappers of ChatGPT and explores the implications of this characterization, offering both critical and supportive perspectives.

ChatGPTAgentsWrappersInnovationAI
July 3, 2024

What Are LLM Hallucinations: Causes and Solutions

In the world of AI and NLP, there's a fascinating phenomenon known as LLM Hallucinations. Let's explore what this term means, why it occurs, and how we can address it to create more reliable AI systems.

HallucinationsLLMNLPAI
June 27, 2024

What is Boto3 and How to Get Started Using the Library for AWS?

In today's tech-driven world, efficient communication with cloud services is essential for many businesses and developers. Amazon Web Services (AWS) is a leader in cloud solutions, offering a plethora of services that can be harnessed to improve productivity and scalability. But managing these services directly from the AWS Management Console can sometimes be cumbersome, especially when you need to integrate AWS functionalities into your own applications. This is where Boto3 comes in handy.

Boto3AWSSever
June 20, 2024

What is Load Balancing and Is It Necessary for a Low Traffic Website?

Today, let's discuss a fundamental concept in web technology known as load balancing, and we’ll explore whether it's something you need to worry about if you have a low traffic website. Even if you're not tech-savvy, understanding this concept can help you make better decisions for your website's performance and reliability.

Load BalancingWebsiteProgramming