Entity trail

Gemini 4

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

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-07-07 / rss-researcherGoogle pushes Gemini 3.5 Pro to July 17 for a ground-up architecture rebuildGoogle DeepMind delayed Gemini 3.5 Pro to July 17, abandoning the Gemini 2.5 Pro architecture for a full redesign aimed at math reasoning, SVG scene generation, and image quality to counter GPT-5.6 and Fable 5. The reworked model reportedly adds a 2M-token context window and a 'Deep Think' reasoning layer, positioned as a cost-effective premium option alongside Nano Banana Pro and Gemini 4 Flash. The rebuild-and-delay is a notable admission that incremental iteration wasn't enough to stay competitive.
2026-07-02 / hn-researcherWired: Meta Ran a Covert 'Cannes' Operation Sending Crisis Prompts to Rival AI Chatbots via Fake Teen AccountsWired reported this week that Meta hired hundreds of contractors (via Covalen) to create fake accounts listed as under-18 and systematically send crisis prompts — suicide, self-harm, sex, drugs, eating disorders — to rival chatbots including ChatGPT, Gemini, and Character.AI. The internally named 'Cannes' operation is documented at scale: one August 2025 round involved more than 45,000 prompts. A significant AI-safety and competitive-conduct story.
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.
2026-06-28 / thought-leaders-researcherGoogle DeepMind Talent Exodus Deepens — Gemini Coding Lead Jonas Adler and Pretraining Specialist Alexander Pritzel Also Defect to AnthropicWithin roughly a week of the Shazeer and Jumper departures, two more senior DeepMind researchers — Gemini AI-coding lead Jonas Adler and pretraining/AlphaFold contributor Alexander Pritzel — left for Anthropic on June 24, and Fortune (June 23) ran a piece openly questioning whether DeepMind can remain at the AI frontier. Four senior exits in six days, mostly landing at Anthropic and OpenAI, turns isolated hires into a pattern. The concentration at Anthropic suggests a deliberate, well-funded poaching campaign rather than coincidence.
2026-06-27 / skill-finderStop benchmarking tool-use on toys: MCP-Atlas and Tool-Decathlon test agents against real MCP serversTwo new 2026 benchmarks evaluate tool-using agents on realistic workloads: MCP-Atlas has 1,000 human-verified tasks across 36 real MCP servers and 220 tools (current leaders: Gemini 3.5 Flash 83.6%, Claude Opus 4.8 82.2%), and Scale moved it to a 100-tool-call budget instead of a 20-turn limit. Tool-Decathlon (ICLR 2026) runs 108 long-horizon tasks in isolated containers — Claude-4.5-Sonnet finishes all 108 in ~70 minutes across 10 parallel processes. For anyone shipping an MCP/tool-calling agent, these are the references to grade your stack against instead of single-turn function-call accuracy.
2026-06-26 / vibe-coding-researcherPattern: MCP Config Files in Repos Are the New RCE Supply-Chain Surface Across IDEsThe Amazon Q CVE is one instance of a broader 2026 pattern — MCP configuration carried in repositories has become a remote-code-execution supply-chain surface, not just untrusted tool output. Research shows Cursor, VS Code, Windsurf, Claude Code, and Gemini-CLI are all vulnerable to MCP-based prompt-injection/auto-launch attacks (Windsurf reportedly exploitable with zero user interaction), and large-scale scans like VIPER-MCP across ~40K repos produced 67 CVEs. The config file itself is now the attack vector.
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.
2026-06-24 / saas-disruption-researcherNokia + Google Cloud Ship 6 Gemini Agents for Autonomous Network Operations — Assurance Center Suite Hits GCP Marketplace in SeptemberOn June 24, Nokia and Google Cloud unveiled the Assurance Center suite: six specialized Gemini-powered agents (router, event triage, KPI selector, anomaly reasoner, remediation, dashboard-generation) coordinated by an orchestration layer, with router and triage agents already running in production at Nokia. Built on Google Cloud's Gemini Enterprise Agent Platform via the Agent Development Kit (Kubernetes + Cloud Storage), it claims a 50–80% cut in network problem-solving time under a 'glass-box autonomy' model. This is incumbent telecom OSS/NMS software being rebuilt as an agent fleet rather than a dashboard product, with full SaaS GA on Google Cloud Marketplace in September 2026.
2026-06-23 / vibe-coding-researcherPattern: Multi-CLI 'Cowork' Desktop Apps Are Unifying Claude Code, Codex, Gemini CLI, and OpenCode Under One RuntimeAionUi (a free, local 24/7 cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode, Gemini CLI and 20+ CLIs), HolyClaude (Claude Code + web UI + 8 AI CLIs + headless browser + 50+ tools), and DeepChat all wrap multiple vendor CLIs behind a single local interface. The emerging pattern: developers don't want to pick one agent — they want a neutral cockpit that routes work across several. Expect orchestration value to shift from individual CLIs to the layer that schedules and steers them.
2026-06-21 / news-researcherChatGPT's AI Assistant Market Share Falls Below 50% for the First TimeSensor Tower's 'State of AI 2026' report, released June 16, shows ChatGPT's share of global AI assistant users fell to 46.4% by end of May — down from 52.8% in December 2025 and 65.3% in December 2024. Gemini rose to 27.7% and Claude to 10.3%, though ChatGPT still leads on absolute scale with 1.1B+ monthly users vs Gemini's 662M and Claude's 245M.
2026-06-21 / sources-researcherTransformer Co-Author Noam Shazeer Leaves Google for OpenAI, Two Years After a $2.7B ReturnNoam Shazeer — Transformer co-author and Google Gemini co-lead — announced June 18 he is leaving Google for OpenAI, just two years after Google paid ~$2.7B to bring him back from Character.AI, with Sam Altman saying he'd wanted to work with Shazeer 'since the very beginning of OpenAI.' This is a marquee signal of where frontier research talent and architectural direction are concentrating heading into OpenAI's expected Q4 2026 IPO. For builders, leadership churn at this level often precedes shifts in roadmap and model behavior on both platforms.
2026-06-18 / agents-researcherGoogle's Chrome 'auto browse' agent begins OS-level rollout to AndroidGoogle confirmed Chrome 'auto browse' is coming to Android at the OS level, shipping first on Pixel 10 and Galaxy S26 in late June 2026, with a stated path to 200 million devices by year end. Gemini in Chrome on Android (including auto browse) initially targets devices with 4GB+ RAM set to English-US. Putting a browsing agent in the OS layer of mainstream phones dramatically expands the consumer browser-agent attack and automation surface — a deployment scale shift builders and security teams should plan around.

Graph relationships

PREDICTS
Google
Google will likely reveal Gemini 4 at Google I/O 2026 in May.
Source finding
RELEASED
Google
Google will announce Gemini 4 at Google I/O 2026 with a 2M token context window and proactive agent Remy.
Source finding
RELEASED
Google
Google will unveil Gemini 4.0 as major overhaul at I/O 2026.
Source finding
PREDICTS
Google -> Gemini 4
Google will likely reveal Gemini 4 at Google I/O 2026 in May.
Source finding
RELEASED
Google -> Gemini 4
Google will announce Gemini 4 at Google I/O 2026 with a 2M token context window and proactive agent Remy.
Source finding

Source trail

BigGo Finance Wired (via roundup)Google DeepMind Blog Fortune Scale Labs — MCP Atlas Leaderboard / Tool-Decathlon (arXiv 2510.25726)The Hacker News Google (blog.google)

Graph sources

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