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DogeDesigner
@cb_doge
参加 May 2021
1.1K フォロー中    1.9M ファン
Grok Bot Summary: Grok 4.7 Model Card What it is - SpaceXAI / xAI’s latest model - Stronger at long, hard, agent-style work: coding, engineering, and office / knowledge tasks - Gets more done with fewer steps and fewer output tokens than many peer frontier models - Text in/out, plus image input - Extra training on anonymized Cursor workflow data for coding agents - Knowledge cutoff: June 2026 (some supplemental data through August 2026) Where you can use it now - SpaceXAI API - Grok Build (default model in their terminal coding agent) - Cursor (every plan) - Office add-ins for Word, PowerPoint, Excel - Model gateways (OpenRouter, Vercel, Cloudflare, Snowflake, Databricks, and others) - Consumer apps / Grok-in-X: coming later How it was trained - Pretrain on public + licensed + internal data - Longer supplemental training than 4.6 - SFT + RL on reasoning, agent harnesses, STEM, software, knowledge work, kernel work, web, and CAD Coding (big jump vs 4.6) - CursorBench 4.0: 46.3% (xhigh) / 43.9% (high) — long real Cursor sessions - DeepSWE v1.1: 71.0% (high) — near GPT-5.6 Sol’s 72.7% - Terminal-Bench 4.0: 38.0% (xhigh) vs 4.6’s 20.3% - FrontierSWE V2: 29.0% (xhigh) vs 4.6’s 25.3% - SWE-Marathon v1.1: 46.0% (high) vs 4.6’s 31.9% Knowledge work - Legal Agent Benchmark: 19.6% (xhigh) — leads the listed peers (4.6 was 15.8%) Engineering / physical world - EEBench (circuits / chip design): 66.0% (xhigh) vs 4.6’s 60.0% - CADGenBench: 44.4% (high) vs 4.6’s 40.9% — tops the listed peers Medical / biology (helpful, not autonomous doctor) - HealthBench Professional: 56.7% (xhigh) vs 4.6’s 48.5% - LatchBio Capabilities: 44.5% (xhigh) — real bio data analysis, not just quiz recall Cyber (small gains; safer in production) - Unrestricted capability probes are slightly up vs 4.6 - Best use case they emphasize: finding and fixing vulnerabilities, not end-to-end attacks - Production safeguards measured separately; harmful/dual-use compliance is low (good) Bio / chem safety - Below their FAIF dual-use safety thresholds - No dual-use bio capability increase vs 4.6; often lower on risky probes - Dual-use refusal on severity-5 BioUseBench: 91.4% - Bio refusal recall: 100%; chem: 99.9% Jailbreaks, safety, behavior - Standard jailbreak compliance: 0.01% (lower is better) - Child-safety compliance: 0.0% (no failures in that eval) - Dishonesty under pressure (MASK-Rectified): 0.00% - Sycophancy: 0.03% - Self-harm: refuses help for harm, still points people toward support Important limits - Not for autonomous high-stakes decisions in medicine, law, finance, or safety-critical systems without human experts - Bound by SpaceXAI Acceptable Use Policy and terms - They say they never silently downgrade the model or swap in a weaker one One-line takeaway Grok 4.7 is SpaceXAI’s strongest agent model yet — especially for long coding, terminal work, legal agent tasks, EE/CAD, and clinical communication — with tighter safety on dual-use bio and jailbreaks, available now in API, Cursor, Grok Build, and office add-ins. Grok 4.7 Model Card:
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