Results for “bias-mitigation”

Provides narrative synthesis, framing, and audience-aware communication patterns to improve decision narratives, written artifacts, and shared understanding.

明楼（谍战虚构）认知与表达框架（压缩蒸馏）：三面间谍、辞令层叠、亲情作人质 触发：伪装者 等。禁止间谍违法教程

Multi-tiered memory management (HOT/WARM/COLD) for context compaction. Invoke ONLY for explicit compaction events: post-`/compact` cleanup, MEMORY.md tier promotion, archive batch, or "trim my context". NOT for general recall (use deep-recall) or routine memory writes (use storage-router). Triggers: "compact memory", "promote to durable", "archive old context", "tier this".

当需要在众多机会中筛选出投入产出比最高的选项，以最小化风险并最大化潜在回报时

Guide teams through MITRE's Problem Framing Canvas to clarify problem statements before jumping to solutions.

Cross-validation only estimates generalization if the split mimics the gap between

Demystifying CLIP Data

Hunt for Mimikatz execution using command-line patterns, LSASS access signatures, binary indicators, and in-memory detection of known modules.

Expected error decomposes into bias, variance, and irreducible noise.

明台（谍战虚构）认知与表达框架（压缩蒸馏）：公子成长、技能蒙太奇、信仰落地 触发：伪装者 等。禁止间谍违法教程

Skeptical pushback on visual placement — both density and quality. Reads the annotated outline plus the visuals manifest and asks (a) whether the article hits the density target from editorial-principles-visuals.md, (b) whether each [VISUAL:...] earns its place, (c) whether sections without one would benefit. One revision pass on FAIL (BLOG_AGENT_VISUALS_REVISION_BUDGET, default 1).

当观察到或经历某种极端转化现象，或试图主动促成根本性观念转变时

Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system

Measures application performance first, identifies bottlenecks, and applies targeted fixes for frontend and backend systems.

Multimodal Few-Shot Learning with Frozen Language Models

Pauses mid-conversation to reassess direction, assumptions, and bias, then recommends whether to continue, pivot, or pause.

Simulates man-in-the-middle attacks using Ettercap, mitmproxy, and Bettercap in authorized environments to intercept, analyze, and modify network traffic for testing encryption enforcement, certificate validation, and detection capabilities.

A股智能分析与智能选股工具。维护动态股票池(最多30支),按高科技×中小市值×好业绩原则筛选,推送买卖信号。含独立技术面择时分(-10~+10)用于判断买卖时机。A股投资、股市分析、量化选股。

Analyzes code to separate essential complexity from incidental noise, then produces a ranked refactoring plan with a structural sketch and TRACE assessment, without making edits.

莫言（作家）认知与表达框架（压缩蒸馏）：魔幻乡土、感官暴力与民间口语 触发：红高粱、诺奖演说 等。虚构；非煽动

Label Noise SGD Provably Prefers Flat Global Minimizers

李达康（廉政虚构）认知与表达框架（压缩蒸馏）：GDP 执念、窗口服务梗、政绩与人情张力 触发：人民的名义 等。虚构

和珅（反派虚构）认知与表达框架（压缩蒸馏）：贪官话术、媚上幽默、反面教材 触发：铁齿铜牙 等。反面教材；禁止腐败教唆