Google Gemini 2026: The Features I Demand

For over three years, Google’s Gemini chatbot has been steadily evolving. Launched in 2023 as Bard, it entered a market already buzzing with ChatGPT, but quickly drew criticism after it misrepresented facts about the James Webb Space Telescope.

After a year of meticulous refinement, Google rebranded Bard and its underlying generative AI engine as Gemini, a nod to NASA’s pioneering human spaceflight program. Initially powered by LaMDA and PaLM 2, the platform has since expanded with a suite of new features and integrations that broaden its capabilities.

Despite these advances, there remain notable gaps that hinder a seamless research experience. Users frequently encounter missing functionalities that make cross-topic exploration cumbersome, highlighting areas where further refinements could enhance overall usability.

One of Gemini’s strengths is its ability to maintain conversational context over extended interactions. However, the model can become disordered when users pose follow‑up questions that they don’t wish to be permanently tied to the ongoing dialogue.

When users launch a fresh Gemini session, the AI cannot retain the context of earlier inquiries, which makes it difficult to conduct in‑depth research. If Google allowed users to delete individual question‑answer pairs, they could isolate sub‑topics and streamline the conversation flow.

Daily use of Gemini is hampered by its cloud‑centric design: messages take time to load, and past chats are inaccessible when offline. A quick test of the app without an internet connection shows the empty state that users must endure.

Although the core Gemini engines run remotely, storing chat transcripts locally would greatly improve usability, enabling users to revisit conversations without a network connection.

Google is tackling this limitation with a lightweight, on‑device variant—Gemini Nano—that can handle drafting, summarization, and other routine tasks. Available on Pixel, Samsung, and select Android devices, this model runs entirely on the device and is separate from the cloud‑based Gemini app.

Google has recently rolled out an incognito-like feature for its Gemini chatbot, allowing users to engage in conversations without the fear that their queries will be logged or used to fine‑tune the model. The new “temporary chat” mode promises that any dialogue entered will not be stored beyond the session, giving users peace of mind when exploring sensitive or personal topics.

According to Google’s own statements, these transient chats are excluded from the datasets that shape Gemini’s future responses or train its underlying AI. The company does, however, retain the data for a maximum of 72 hours, a period during which it can respond to the user and process any optional feedback they provide.

While the feature is a welcome addition, it falls short in one critical area: Gemini currently lacks a built‑in way to preserve a temporary conversation for future reference. Many users find themselves needing to copy or screenshot useful answers before the session ends, which can be cumbersome and disrupt the flow of research.

When you’re deeply immersed in a research game, the urge to revisit earlier insights can suddenly feel like a frantic climb up a never‑ending wall of questions and answers.

Imagine if Google could streamline that experience by letting users collapse individual Q&A pairs within the Gemini chat thread—turning a chaotic scroll into a tidy, navigable interface.

Another handy tweak would be simple up‑ and down‑arrow buttons, reminiscent of YouTube Shorts, that let players hop between prompts without losing context.

Yet the real game‑changer lies in a built‑in table of contents or “Chat Overview” at the top of the screen, perhaps tucked behind a drop‑down button. This feature would grant an instant bird’s‑eye view of the entire conversation, letting users jump straight to the points that matter most.

With such an overview, users can effortlessly skim the chat, select key moments, and navigate the dialogue—an elegant alternative to the more granular arrow navigation.