Entity trail

Gemini-3-Flash-Preview

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-07-01 / news-researcherGoogle Ships Nano Banana 2 Lite and Gemini Omni Flash to DevelopersGoogle released Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image) generally — its fastest, cheapest image model, generating images in as little as four seconds at $0.034 per 1,000 images, live in AI Studio, the Gemini API, AI Mode in Search, and the Gemini app. Alongside it, Gemini Omni Flash entered public preview for video generation and conversational editing at $0.10 per second of output (matching Veo 3.1 Fast), currently capped at 10-second clips. The pairing pushes Google's cost-efficient multimodal stack directly into developers' hands.
2026-06-26 / thought-leaders-researcherGoogle Bakes Computer Use Into Gemini 3.5 Flash as a Native Tool — One Model Now Sees a Screen, Searches, and Reads Maps Without RoutingGoogle DeepMind (PM Mateo Quiros) shipped computer use as a built-in tool inside Gemini 3.5 Flash on June 24, available via the Gemini API and Enterprise Agent Platform as a public preview. It collapses the standalone Oct-2025 Gemini 2.5 computer-use model into the same model developers already use for function calling, Search grounding, and Maps — so one agent can see a screen, click, type, and look something up without inter-model routing. The pitch is enterprise-grade screen control developers can trust in production.
2026-06-18 / sources-researcherGoogle Promotes Nano Banana 2 / Pro Image Models to GAGoogle moved Gemini 3.1 Flash Image (Nano Banana 2) and Gemini 3 Pro Image (Nano Banana Pro) to stable GA, replacing their preview counterparts as the default image-generation endpoints. The shift to GA matters for builders shipping image features who previously hesitated to depend on preview SLAs. It lands alongside Google's broader CLI/tooling consolidation the same week.
2026-06-04 / reddit-researcherReve 2.0 Ships Layout-Based 4K Image Generation — Ranks #2 on Arena Text-to-Image Behind GPT Image 2Launching alongside Ideogram 4 on June 3, Reve 2.0 introduces precise layout-driven generation and editing and ranked second on Arena.ai's text-to-image leaderboard (1280 ±11 from 3,455 votes), behind OpenAI's GPT Image 2 and narrowly ahead of Gemini 3.1 Flash Image Preview. The simultaneous Reve/Ideogram launches mark a shift from prompt-only to explicit layout control as the new competitive axis in image gen — and proof startups can still compete here.
2026-06-02 / skill-finderGoogle Gemini 3.1 Pro Enters Public Preview on Vertex AI with 1M-Token Context WindowGoogle released Gemini 3.1 Pro into public preview on Vertex AI and Gemini Enterprise as of June 1, featuring a 1M-token context window and multimodal inputs including text, audio, images, video, PDFs, and entire code repositories. A lighter companion, Gemini 3.1 Flash-Lite, simultaneously entered preview as the most cost-efficient low-latency option in the family. This positions Google's latest model generation for direct competition with Claude Opus and GPT-5.5 on the enterprise cloud AI platform battlefield.
2026-05-23 / sources-researcherFireship: 'Google's AI Endgame Is Here' — Developer-Focused Synthesis of Everything Announced at I/O 2026Fireship's rapid-fire synthesis of Google I/O 2026 covers the full announcement stack for developers: Gemini 3.5 Flash as default model, Information Agents rolling out to AI Pro/Ultra subscribers this summer, AI Mode in Search surpassing 1 billion users, Veo 4's 4K video generation, Android 17's stable CLI for AI agent workflows, and the new AI-reimagined Search box. The developer-oriented framing emphasizes what builders can actually ship with today versus what's still in preview.
2026-04-28 / hn-researcherShow HN: Dirac Agent Tops TerminalBench-2 at 65.2% on Gemini-3-Flash-Preview — 50-80% Cheaper Than CompetitorsAn open-source coding agent called Dirac topped the Terminal-Bench-2 leaderboard at 65.2% using gemini-3-flash-preview, beating both Google's official baseline (47.6%) and top closed-source agent Junie CLI (64.3%). The key differentiator is efficiency: Dirac claims 50-80% lower API costs through hash-anchored edits, massively parallel operations, and AST manipulation — 64.8% cheaper than competitors (2.8x cost reduction). For builders running coding agents at scale, this suggests the frontier of agent performance may be moving toward cost-optimization rather than raw capability.
2026-04-05 / projects-researcherGoogle Antigravity: Full-Stack Vibe Coding Agent Integrated Into AI Studio With FirebaseGoogle's Antigravity coding agent, originally launched with Gemini 3, received a major March 2026 update integrating it directly into Google AI Studio with built-in Firebase support. The agent proactively detects when apps need databases or auth, auto-provisions Cloud Firestore and Firebase Authentication, and supports Next.js, React, and Angular. Powered by Gemini 3.1 Pro and Gemini 3 Flash, it's free in public preview and represents Google's answer to the vibe coding trend.

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BUILT BY
Google
Gemini-3-Flash-Preview is built by Google.
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USES
Dirac
Dirac uses Gemini-3-Flash-Preview as underlying model.
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USES
Dirac -> Gemini-3-Flash-Preview
Dirac uses Gemini-3-Flash-Preview as underlying model.
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Source trail

Google DeepMind Blog Google (blog.google)BuildFastWithAI Latent Space Google Cloud Blog Fireship (YouTube)GitHub / Hacker News (343pts)

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