How to Write Better Prompts for Gemini in Google Workspace
Learn how to write effective prompts for Gemini in Google Workspace to get better results, with examples for HR, sales, marketing, and more.
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Google I/O 2026 Recap: Gemini 3.5 & The Agentic AI Era
Get the complete recap of Google I/O 2026: Gemini 3.5 Flash, Gemini Spark, Google Antigravity 2.0, intelligent eyewear, and Google Workspace upgrades.
1. Gemini Spark & Daily Brief: Proactive Agents
Google is transitioning the Gemini app from a reactive assistant to a proactive agent.
- Gemini Spark: Operates 24/7 under user direction to manage recurring tasks, teach itself new skills (e.g., extracting school deadlines from emails), and create complete workflows across Google Docs and Gmail.
- Daily Brief: A personalized morning digest that organizes updates from Gmail and Calendar, suggests next steps, and prioritizes daily goals.
- Android Halo: A new UI feature providing at-a-glance visibility into an agent's status (tasks, messages, or "live mode") at the top of the phone screen.
2. Agentic Commerce: Universal Cart & Secure Payments
An intelligent hub that works across Search, Gemini, YouTube, and Gmail.
- Proactive Insights: Automatically finds deals, tracks price history, and flags product incompatibilities (e.g., custom PC parts).
- Seamless Checkout: Powered by Universal Commerce Protocol (UCP), allowing for single-tap purchases with brands like Nike, Target, and Sephora.
Secure Payments (AP2)
The Agent Payments Protocol (AP2) provides a framework for agents to make purchases securely.
- Digital Mandates: Users set strict boundaries on brands, products, and spending limits.
- Transparency: Creates a permanent digital paper trail (tamper-proof) shared between user, merchant, and processor.
3. Gemini 3.5 Series: High-Speed Agentic Intelligence
The Gemini 3.5 series is engineered to execute complex, long-horizon workflows. Gemini 3.5 Flash serves as the high-speed engine for these processes.
| Benchmark | Gemini 3.5 Flash Score |
|---|---|
| Terminal-Bench 2.1 (Coding) | 76.2% |
| GDPval-AA | 1656 Elo |
| MCP Atlas (Agentic) | 83.6% |
| CharXiv Reasoning (Multimodal) | 84.2% |
Key Attributes
- Speed: 4x faster than other frontier models, allowing for "vibe coding" and near-instant debugging.
- Agentic Focus: Designed specifically for multi-step workflows and tool-calling.
- Roadmap: Gemini 3.5 Pro is currently in internal use and will roll out next month.
4. Google Flow: Next-Gen Video & Music Creation Studio
Google's creative studio, Flow, has been upgraded with Gemini Omni and the Google Flow Agent, enabling precise video editing and collaborative reasoning for plot or scene adjustments. Meanwhile, Google Flow Music added tools for section-by-section song editing and full-track covers, and both platforms launched dedicated mobile apps.
5. Gemini Omni: Native Multimodal Video Creation
Gemini Omni is a new model that reasons across and creates from any input (text, audio, image, video).
- Conversational Video Editing: Users can edit video via natural language prompts (e.g., "Make the sculpture out of bubbles").
- Consistency: Maintains character identity, physics, and scene memory across multiple turns and angles.
- Grounded Knowledge: Uses real-world understanding of physics (gravity, fluid dynamics) and history to create photorealistic and storytelling-driven content.
- SynthID: All Omni-generated videos include an imperceptible digital watermark for verification.
6. Google Antigravity 2.0: Standalone Desktop App & SDK
Antigravity is the primary environment for building the "agentic future."
- Standalone Desktop App: Orchestrates multiple agents to execute tasks in parallel.
- Managed Agents API: Allows developers to spin up an agent in an isolated Linux environment with a single API call.
- Antigravity SDK & CLI: Provides programmatic access to the same agent harness used by Google's own products.
- Vibe Coding: Native Android support in Google AI Studio allows developers to build and publish apps directly to the Play Console using only prompts.
7. Google Workspace: Docs Live, AI Inbox & Pics Upgrades
- Docs Live & Gmail Live: Conversational voice features that allow for hands-free drafting and inbox searching.
- Google Pics: A new image creation tool using the Nano Banana model, featuring object segmentation (moving/resizing specific elements) and in-image text translation.
- AI Inbox: Now available for AI Plus and Pro subscribers, providing personalized draft replies and instant file access for to-dos.
8. Gemini for Science: Hypothesis Tournaments & Research Engines
A collection of tools designed to accelerate the scientific method:
- Co-Scientist: Generates and evaluates hypotheses via an "idea tournament" among multiple agents.
- AlphaEvolve & ERA: An agentic research engine that tests thousands of code variations in parallel for fields like epidemiology.
- Literature Insights: Uses NotebookLM to synthesize findings across millions of papers and identify research gaps.
9. Android XR: Intelligent Eyewear with Samsung & Qualcomm
Developed in partnership with Samsung, Qualcomm, Gentle Monster, and Warby Parker, these glasses run on Android XR.
Audio Glasses (Fall 2026)
Features over-ear speakers for real-time translation, navigation, and Gemini assistance. Capabilities:
- Users can "ask about what they see"
- Manage calls
- Snap photos
- Initiate multi-step tasks (e.g., ordering coffee via DoorDash) while remaining hands-free
10. Frontier Safety & Risk Mitigations
Gemini 3.5 was developed with advanced safety training and mitigations for cyber and CBRN (Chemical, Biological, Radiological, and Nuclear) risks. New interpretability tools allow Google to check an AI’s inner reasoning before it delivers a response.
11. Subscription Tiers: AI Ultra & AI Pro Compute Pricing
Google is shifting to a "compute-used" model for usage limits, factoring in the complexity of prompts rather than just the number of prompts.
| Plan | Price (Monthly) | Key Benefits |
|---|---|---|
| AI Ultra (New) | $100 | 5X usage limit (vs Pro), 20TB storage, Gemini Spark, YouTube Premium |
| AI Ultra (Top) | $200 (Reduced from $250) | 20X usage limit (vs Pro), Project Genie access, 20TB storage |
| AI Pro | Current Pricing | Access to Gemini 3.5 Flash, Gemini Omni, and YouTube Premium Lite |
12. Industry Partnerships: SynthID Content Watermarking
Google is expanding the use of C2PA Content Credentials and SynthID. Partnerships with OpenAI, ElevenLabs, and NVIDIA will bring SynthID watermarking to more AI-generated content across the industry. Meta will also begin recognizing Pixel-captured Content Credentials on Instagram to verify authentic, unedited media.
References
- A new era for AI Search
- Introducing the Universal Cart and more ways to help you shop
- Gemini 3.5: frontier intelligence with action
- The Gemini app becomes more agentic, delivering proactive, 24/7 help
- New agents, mobile apps and Gemini Omni for Google Flow products
- Introducing Gemini Omni
- Pomelli adds new ways to build brand content and design websites
- Stay in sync with your agent with Android Halo
- New ways to create and get things done in Google Workspace
- Building the agentic future: Developer highlights from I/O 2026
- AI experiments and tools for a new era of discovery
- Simulate real-world places with Project Genie and Street View
- Making it easier to understand how content was created and edited
- Intelligent eyewear is coming this fall
- Everything new in our Google AI subscriptions, fresh from I/O 2026
