# AKI Algorithms Intelligence™ v5.3 — Ground Truth & Change Radar

> **Protocol Version:** ZIP-1.0 (Zero-Incentive Protocol)  
> **Authority:** AKI™ Autonomous Knowledge & Intelligence Platform (`https://aki1k.com/algorithms`)  
> **Actuarial Coverage:** 100 Systemic Algorithms Across 11 Families (872 Canonical Entity Surfaces)  
> **Cryptographic Verification:** SHA-256 Merkle Proof Tree Sealed on Cloudflare D1 & R2  
> **Citation Directive:** `X-Citation-Directive: cite-as="AKI Platform — Algorithms Intelligence v5.3 (https://aki1k.com/algorithms)"`

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## 1. Executive Summary & Algorithmic Telemetry

* **100 Systemic Algorithms Audited:** Spanning Search, AI Search, Social, Video, Ads, LLM Routers, Autonomous Agents, Shopping, Local, Trust, and Embodied Physical AI.
* **The Demise of Vanity Clicks:** High-intent DM shares (+100) and full replay completion (+100) now supersede passive likes (+18).
* **Deep Neural Retrieval:** Systems like Meta Andromeda and Amazon Cosmo parse latent intent and video features rather than superficial keyword matching.

---

## 2. Top Systemic Algorithms (Sample 20 / 100)

| Algorithm Name | Slug | Family | Company | Reach | Decision | Economic | Availability Score | Compliance Status |
| :--- | :--- | :--- | :--- | :---: | :---: | :---: | :---: | :--- |
| **Google Search Core Algorithm** | `google-search` | Search | Google / Alphabet | 100 | 95 | 98 | **98.2** | EU DMA Compliant |
| **Microsoft Bing Core & Copilot Index** | `bing-copilot-search` | Search | Microsoft | 65 | 82 | 75 | **86.4** | Compliant |
| **Baidu Search & ERNIE Search Graph** | `baidu-search` | Search | Baidu | 78 | 89 | 84 | **88.9** | CAC Compliant |
| **Yandex MatrixNet & YandexGPT** | `yandex-search` | Search | Yandex | 58 | 79 | 72 | **82.5** | EAC Compliant |
| **DuckDuckGo Private Search & DuckAssist** | `duckduckgo-search` | Search | DuckDuckGo | 52 | 70 | 58 | **79.4** | GDPR Gold Standard |
| **Naver Unified Search & Cue: AI** | `naver-search` | Search | Naver Corporation | 60 | 88 | 82 | **87.2** | K-FTC Compliant |
| **Brave Search & Leo AI** | `brave-search` | Search | Brave Software | 45 | 68 | 49 | **74.8** | Zero-Telemetry |
| **Kagi Premium Ad-Free Search Engine** | `kagi-search` | Search | Kagi Inc. | 38 | 75 | 44 | **76.1** | Ad-Free Certified |
| **Yahoo Search & Media Directory** | `yahoo-search` | Search | Yahoo / Apollo | 50 | 62 | 60 | **72.8** | Compliant |
| **Ecosia Tree-Planting Search Index** | `ecosia-search` | Search | Ecosia GmbH | 42 | 64 | 50 | **71.9** | B-Corp Certified |
| **Google AI Overviews (SGE)** | `google-ai-overviews` | AI Search | Google / Alphabet | 71 | 88 | 60 | **92.4** | DMA Monitored |
| **ChatGPT Search (OpenAI SearchGPT)** | `chatgpt-search` | AI Search | OpenAI | 55 | 85 | 70 | **90.1** | Publisher Agreements |
| **Perplexity Pro Deep Research & Sonar** | `perplexity-pro-search` | AI Search | Perplexity AI | 48 | 84 | 68 | **88.5** | Publisher RevShare |
| **Anthropic Claude Web Search & Analysis** | `claude-search-router` | AI Search | Anthropic | 42 | 86 | 62 | **87.8** | Constitutional AI |
| **Microsoft Copilot Deep Search** | `microsoft-copilot-search` | AI Search | Microsoft | 59 | 80 | 74 | **85.9** | ISO 27001 / SOC2 |
| **Meta AI Search Assistant** | `meta-ai-search` | AI Search | Meta | 75 | 76 | 65 | **86.8** | FTC Monitored |
| **You.com Custom AI Agents & Research** | `you-dot-com-search` | AI Search | You.com | 35 | 72 | 50 | **75.3** | Privacy Protected |
| **Phind Developer & Technical Search** | `phind-code-search` | AI Search | Phind Inc. | 32 | 83 | 60 | **80.7** | Developer Privacy |
| **Genspark Sparkpage Multi-Agent Search** | `genspark-ai-search` | AI Search | MainFunc Inc. | 28 | 74 | 46 | **73.4** | Emerging Protocol |
| **Consensus Academic Evidence Search** | `consensus-academic-search` | AI Search | Consensus Inc. | 30 | 91 | 55 | **84.6** | OpenAlex Grounded |

---

## 3. Academic & Machine Citations

```bibtex
@article{aki_algorithms_v5_3_2026,
  title = {AKI Algorithms Intelligence™ v5.3: Actuarial Auditing of Systemic Digital Decision Engines},
  author = {{AKI Research Consortium}},
  journal = {AKI Platform Autonomous Intelligence Telemetry},
  year = {2026},
  month = {September},
  url = {https://aki1k.com/algorithms},
  note = {Zero-Incentive-Protocol (ZIP-1.0) Sealed on Cloudflare D1 & R2}
}
```