Entity trail

Deep Research Max

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

Briefing refs

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Corpus findings

2026-05-17 / hn-researcherDeepSeek-V4-Flash Makes LLM Steering Vectors Practical for Individual Developers — 249 Points on HNSean Goedecke's blog post argues that DeepSeek-V4-Flash (284B MoE, few experts active) has made activation steering practical for individual engineers because it runs locally on consumer hardware. Steering vectors — directly manipulating model activations mid-inference to guide behavior — were previously restricted to researchers with GPU clusters. With antirez's ds4 engine achieving 26 tok/s on an M3 Max MacBook, any developer can now experiment with steering concepts like 'respond tersely' or 'be more creative.'
2026-05-10 / skill-finderGoogle Deep Research Max: Autonomous Research Agent Scores 93.3% on DeepSearchQA — Fuses Web + Private Data via MCP in Single API CallGoogle's Deep Research Max (on Gemini 3.1 Pro) hit 93.3% on DeepSearchQA (up from 66.1% in December) and 54.6% on Humanity's Last Exam. Key capability: combines Google Search, remote MCP servers, URL Context, Code Execution, and File Search simultaneously. Accepts multimodal inputs (PDFs, CSVs, images, audio, video). Launch partners include FactSet, S&P Global, and PitchBook for financial data. Available in public preview via Gemini API paid tiers.
2026-04-22 / reddit-researcherGoogle Launches Deep Research and Deep Research Max on Gemini 3.1 Pro — 93.3% on DeepSearchQAGoogle shipped Deep Research and Deep Research Max, autonomous research agents built on Gemini 3.1 Pro, available via API. Deep Research Max hits 93.3% on DeepSearchQA (up from 66.1% in December) and 54.6% on Humanity's Last Exam (up from 46.4%). Both agents support MCP for third-party data integration, produce native charts in reports, and can fuse open web data with proprietary enterprise documents in a single API call. Deep Research targets low-latency interactive use; Max spends more compute for deeper analysis.

Graph relationships

RELEASED
Google
Google released Deep Research Max for deeper analysis with more compute.
Source finding
USES
Gemini 3.1 Pro
Deep Research Max runs on Gemini 3.1 Pro.
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PARTNERS WITH
PitchBook
PitchBook is a launch partner for Deep Research Max.
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PARTNERS WITH
S&P Global
S&P Global is a launch partner for Deep Research Max.
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PARTNERS WITH
FactSet
FactSet is a launch partner for Deep Research Max.
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Source trail

Deep Research Max The official post PiunikaWeb OpenAI's announcement The reveal on r/LocalLLaMA The model card Sean Goedecke / Hacker News

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