Entity trail

DeepSearchQA

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

Briefing refs

Findings

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Corpus findings

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.
2026-05-05 / thought-leaders-researcherKimi K2.6 Leads 5 of 8 Major Coding Benchmarks — Only Open-Weight Model in Top TierMoonshot AI's Kimi K2.6 now leads on 5 of 8 major agentic coding benchmarks while remaining the only open-weight model in the comparison. On SWE-Bench Pro it scores 58.6% vs GPT-5.4's 57.7% and Claude Opus 4.6's 53.4%. Also leads on HLE with tools (54.0%) and DeepSearchQA (92.5% F1). For builders: K2.6 is now the strongest choice for agentic coding workflows, saving up to 88% vs proprietary models.
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.
2026-03-23 / projects-researcherSpine Swarm (YC S23) Tops DeepSearchQA at 87.6%, Beating OpenAI, Anthropic, Gemini — Launch HNSpine Swarm launched on HN March 13, 2026: you prompt a team of AI agents that work in parallel on an infinite visual canvas to produce market reports, financial models, slide decks, and interactive prototypes. Achieved #1 on GAIA Level 3 and Google DeepMind's DeepSearchQA (87.6%), outperforming Perplexity, OpenAI, Anthropic, and Gemini by 21.5 points. Core thesis is that chat is the wrong interface for complex work — real projects aren't linear.
2026-03-18 / skill-finderClaude API Dynamic Web Search Filtering: 11% Accuracy Gain + 24% Token Reduction + Free Code ExecutionAnthropic's web search and web fetch tools now write and execute code to filter results before they reach the context window, improving Sonnet 4.6 from 33.3% to 46.6% and Opus 4.6 from 45.3% to 61.6% on BrowseComp and DeepsearchQA benchmarks. Ships via the web_search_20260209 tool version with anthropic-beta: code-execution-web-tools-2026-02-09 header; code execution is free when paired with web search or web fetch. Enables agents to discard irrelevant content programmatically before it consumes the context budget.

Graph relationships

BENCHMARKED AGAINST
Deep Research Max
Deep Research Max scored 93.3% on DeepSearchQA benchmark.
Source finding
BENCHMARKED AGAINST
Deep Research Max -> DeepSearchQA
Deep Research Max scored 93.3% on DeepSearchQA benchmark.
Source finding

Source trail

Deep Research Max Moonshot AI's Kimi K2.6 Air Street Press The official post PiunikaWeb OpenAI's announcement The reveal on r/LocalLLaMA

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