Gemini also suffers from the same fallibilities which befall other chatbots, namely that its answers are not always accurate. Like most of the best AI chatbots, there are restrictions on the kind of content that Gemini can generate. Recently, Google added the ability for all users to share documents with Gemini for analysis and feedback.

What is Gemini: everything you need to know about Google’s AI chatbot

Social media users noticed a factual error in Wisconsin’s spot regarding gouda cheese, prompting Google to edit out the incorrect statistic, while The Verge claimed that Google had “faked” some of Gemini’s output in the same commercial by plagiarizing text on the web. In February 2024, social media users reported that Gemini was generating images that featured people of color and women in historically inaccurate contexts—such as Vikings, Nazi soldiers, and the Founding Fathers—and refusing prompts to generate images of white people. His colleague David Pierce was unimpressed by its uninteresting and sometimes inaccurate responses, adding that despite Google’s insistence that Gemini was not a search engine, its user interface resembled that of one, which could cause problems for Google. It was later rolled out to Samsung Galaxy devices beginning with the Galaxy S25 series in July 2025, and subsequently expanded to models like the Z Fold 7 and Z Flip 7, where it became part of the Galaxy AI suite. Gemini Advanced was upgraded to the “Gemini 1.5 Pro” language model, with Google previewing Gemini Live, a voice chat mode, and Gems, the ability to create custom chatbots.

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Outside of the mobile and web-based versions of Gemini there are some premium and developer focused products. Meanwhile, the Gemini app keeps getting smarter, too. Gemini Live will power this smarter assistant, keeping it hands-free and proactive.

Mobiele Gameplay

In the aftermath of the image generation controversy, some users began accusing Gemini’s text responses of being biased toward the political left. During the 2024 Summer Olympics in July, Google aired a commercial for Gemini entitled “Dear Sydney” depicting a father asking the chatbot to generate a fan letter to the star athlete Sydney McLaughlin-Levrone for his young daughter. Jeremy Kahn of Fortune called for researchers focused on safety and responsibility to work together to develop better guardrails. Hugging Face scientist Sasha Luccioni and Surrey University professor Alan Woodward believed that the incident had “deeply embedded” roots in Gemini’s training corpus and algorithms, making it difficult to rectify. House Republicans led by Jim Jordan subpoenaed Google, accusing the company of colluding with the Biden administration to censor speech.

For Android jungliwin users, Gemini can also replace Google Assistant. Because Gemini is connected to the web, you can also use it for enhanced search summaries, pulling in real-time information from online sources. It can also be used to generate images from simple descriptions using Google’s Imagen 3 text-to-image model.
The new weather app on Pixel phones uses Gemini Nano to generate tailored weather reports. A future version of Android will tap Nano to alert users to potential scams during calls. There, it powers Smart Reply, which helps to suggest the next thing you’ll want to say when having a conversation in a messaging app such as WhatsApp. Users get summaries even if they don’t have a signal or Wi-Fi connection — and in a nod to privacy, no data leaves their phone in process.

Get help with tasks in multiple apps at once

In contrast to prior Gemini releases, the first preview of Gemini 2.0 was the Gemini 2.0 Flash model. It improves on prior generations of Gemini by helping to enable agentic AI workflows, as well as introducing reasoning capabilities. Gemini 2.0 is a portfolio of LLMs developed by Google as the company’s leading generative AI technology.

Google opened up early access for Bard on March 21, 2023, in a limited capacity, allowing users in the US and the UK to join a waitlist. The project was overseen by product lead Jack Krawczyk, who described the product as a “collaborative AI service” rather than a search engine, while Pichai detailed how Bard would be integrated into Google Search. Pichai assured investors during Google’s quarterly earnings investor call in February that the company had plans to expand LaMDA’s availability and applications.

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Get instant access to breaking news, the hottest reviews, great deals and helpful tips. Google has plans to integrate Veo 3 into YouTube Shorts, making AI-generated video even more accessible. Nano Banana (Gemini 2.5 Flash Image) has become a viral hit thanks to its ability to edit photos with character consistency, realism and prompt-based precision. The company also released 1.5 Flash variants, optimized for speed and efficiency. In early 2024, Google followed up with the Gemini 1.5 series, which added more to the already capable model. Pro was positioned as the versatile everyday model, while Nano was designed for on-device tasks like running directly on the Pixel 8 Pro.
The models integrate into the Google ecosystem through the Gemini mobile app, which functions as an overlay assistant on Android devices, and through the Vertex AI platform for third-party developers. The Gemini architecture is trained natively on multiple data types, allowing the models to process and generate text, computer code, images, audio, and video simultaneously. On Android developers can even use the Gemini Nano model in their own apps without having to use a cloud-based, or costly model to perform basic tasks.
Pichai faced growing calls to resign, including from technology analysts Ben Thompson and Om Malik. Hassabis stated that Gemini’s ability to generate images of people would be restored within two weeks; it was ultimately relaunched in late August, powered by its new Imagen 3 model. In an internal memo to employees, Pichai called the debacle offensive and unacceptable, promising structural and technical changes. In response, Krawczyk said that Google was “working to improve these kinds of depictions immediately”, and Google paused Gemini’s ability to generate images of people.
Gemini is Google’s long-promised, next-gen generative AI model family. Unlock the highest level of access to the best of Google AI and exclusive features. Gemini connects to your stuff in Gmail, Google Calendar, Google Maps, YouTube, and Google Photos to help you find what you need without switching between apps. Create high-quality, 8-second videos with our latest video generation models. Other users reported that Gemini tended to promote left-wing politicians and causes such as affirmative action and abortion rights while refusing to promote right-wing figures, meat consumption, and fossil fuels. As part of Google’s partnership extension with McLaren in 2024, Gemini was advertised on the McLaren Formula One car, including racing a special livery based on Gemini’s color palette for the 2025 United States Grand Prix.
The standard version of Gemini is free to use online and through mobile apps. It will integrate with other Google apps, pulling in data from the likes of Gmail and Google Maps. As an AI chatbot, it can provide reasoned, context-aware responses to natural language prompts.

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