# AKI AI Hype Intelligence™ (v1.1) — Live Divergence & Proof Radar

> **Protocol Version:** ZIP-1.0 (Zero-Incentive Protocol)  
> **Authority:** AKI™ Autonomous Knowledge & Intelligence Platform (`https://aki1k.com/ai-hype`)  
> **Telemetry Source:** Comscore Multi-Platform Search & Intent Telemetry (Jan–Jun 2026), Human Wet-Lab Molecular Validation, Sovereign Supercluster Compute Audits  
> **Cryptographic Verification:** SHA-256 Merkle Proof Tree Sealed on Cloudflare D1 & R2

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## 1. Executive Summary & Market Share Telemetry (Jan–Jun 2026)

Comscore 2026 AI Referral & Prompt Volume Telemetry:
* **ChatGPT (OpenAI):** 5.3B global visits (June 2026). Holds 78.0% of direct AI referrals and 92.4% referral traffic market share. Estimated prompt volume share: **50.0%**.
* **Google Gemini (DeepMind):** 1.1B visits. Deep search and YouTube intent engine integration. Estimated prompt volume share: **30.0%**.
* **Claude (Anthropic):** Prompt volume share surged **5.5x from 2.0% in January 2026 to 11.0% in June 2026**. Lead coding workflows via Claude Code & MCP protocol. Confirmed late September 2026 ART biological discovery (array-associated reverse transcriptases RT RNA->DNA CRISPR-like repeats) validated in wet-lab human cell assays.

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## 2. Mathematical Formulation & Scoring Equations

### 2.1 Hype Score (Attention Engine)
$$H = \Phi\left(\sum_{i=1}^{7} w_i Z(S_i)\right) \times 100$$
Where $\Phi(z) = \frac{1}{1 + e^{-1.702 z}}$ and weights $\sum w_i = 1.00$:
* **$w_1$ (Search Velocity):** 0.15 — Google Trends & Bing Query Momentum
* **$w_2$ (Social Velocity):** 0.20 — X, Reddit & Developer Hub volume
* **$w_3$ (Influencer Amplitude):** 0.15 — Top-tier AI researcher & thought leader discourse
* **$w_4$ (Media Coverage):** 0.10 — Tier-1 mainstream & technical media citations
* **$w_5$ (Capital Inflow):** 0.15 — Venture, Capex & sovereign valuation spikes
* **$w_6$ (Institutional Adoption):** 0.10 — Fortune 500 procurement announcements
* **$w_7$ (Acceleration Rate):** 0.10 — $\frac{d^2\text{Attention}}{dt^2}$

### 2.2 Proof Score (Empirical Reality Engine)
$$P = \left(\sum_{j=1}^{5} v_j \min(100, \max(0, \text{score}_j))\right)$$
Where weights $\sum v_j = 1.00$:
* **$v_1$ (Verified Benchmarks):** 0.25 — SWE-bench Verified, MMLU-Pro, Arena Elo
* **$v_2$ (Consumer Adoption):** 0.25 — Comscore prompt share, monthly active users
* **$v_3$ (Developer Footprint):** 0.20 — GitHub MCP repos, vLLM / Ollama downloads
* **$v_4$ (Enterprise Penetration):** 0.15 — Audited recurring revenue, production workloads
* **$v_5$ (Scientific Validation):** 0.15 — Wet-lab human validation, peer-reviewed reproducibility

### 2.3 Divergence & HPR
* **Divergence ($\Delta$):** $\Delta = H - P$
* **Hype-to-Proof Ratio (HPR):** $\text{HPR} = \frac{H}{\max(P, 1.0)}$

### 2.4 Five Classification Tiers
1. **VALIDATED HEAT:** $H \ge 75, P \ge 75, -10 \le \Delta \le 10$ (True frontier utility matching massive hype).
2. **EMERGING SIGNAL:** $45 \le H < 75, 45 \le P < 75, -10 \le \Delta \le 10$ (Promising technology scaling steadily).
3. **HYPE PREMIUM:** $H \ge 85, 50 \le P < 75, 15 \le \Delta \le 30$ (Genuine utility inflated by aggressive speculative valuation).
4. **HYPE BUBBLE:** $H \ge 80, P < 40, \Delta \ge 35$ (High marketing velocity with severe empirical validation deficits).
5. **HIDDEN WINNER:** $H < 55, P \ge 75, \Delta \le -20$ (Substantial verified capability overlooked by public attention).

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## 3. Frontier 26 Entities Ground Truth Index

| Entity / Technology | Category | Hype (H) | Proof (P) | Divergence (Δ) | HPR | Classification | Prompt Share | Key Evidence & Notes |
| :--- | :--- | :---: | :---: | :---: | :---: | :---: | :---: | :--- |
| **Claude (Anthropic)** | model | 94.2 | 82.5 | +11.7 | 1.14 | **VALIDATED HEAT** | 11% | Prompt share surged from 2% to 11% (Jan–Jun 2026 Comscore). Late Sep 2026 ART discovery (array-associated reverse transcriptases RT RNA->DNA CRISPR-like repeats) confirmed in human wet-lab testing. Lead coding workflows via Claude Code & MCP. |
| **ChatGPT (OpenAI)** | platform | 92.0 | 95.0 | -3.0 | 0.97 | **VALIDATED HEAT** | 50% | 5.3B visits Jun 2026. 78% AI referrals, 92.4% referral traffic market share. |
| **Google Gemini (DeepMind)** | model | 88.5 | 89.0 | -0.5 | 0.99 | **VALIDATED HEAT** | 30% | 1.1B visits. 30% prompt share. Search & YouTube intent engine integration. |
| **Agentic Coding (Sector Claim)** | technology | 96.0 | 68.0 | +28.0 | 1.41 | **HYPE PREMIUM** | 4.5% | Practical agentic execution breaking down multi-step tasks, but enterprise production rollout lags marketing expectations. |
| **Autonomous AI Biology (Sector Claim)** | technology | 91.0 | 52.0 | +39.0 | 1.75 | **HYPE BUBBLE** | 1.2% | Claude ART discovery confirmed in wet lab, but general autonomous end-to-end wet-lab discovery workflows remain in research phase. |
| **Qwen 2.5 / 3.8 / Open-Weights (Alibaba)** | model | 62.0 | 86.0 | -24.0 | 0.72 | **HIDDEN WINNER** | 2.8% | 2.4T open weights with benchmark parity to frontier models. 98% manipulation rate in humanoid robotic showcase (WHRG Aug 2026). |
| **Humanoid Robotics (Sector Cluster)** | technology | 89.0 | 41.0 | +48.0 | 2.17 | **HYPE BUBBLE** | 0.8% | Tesla Optimus v4, AgiBot HK IPO, Agility SPAC. High physical error rates and spatial drift; IPO rush slowing as reality catches up. |
| **Grok / xAI** | model | 78.0 | 58.0 | +20.0 | 1.34 | **HYPE PREMIUM** | 2.1% | Colossus 200k cluster scale, frontier multi-modal, real-time X news stream integration. |
| **GPT-5.5 / 5.6** | model | 88.0 | 92.0 | -4.0 | 0.96 | **VALIDATED HEAT** | 8.5% | Next-gen frontier reasoning model with automated synthetic self-play validation. |
| **Claude Opus 4.7** | model | 90.0 | 85.0 | +5.0 | 1.06 | **VALIDATED HEAT** | 4.2% | High-complexity mathematical and biological reasoning frontier system. |
| **Gemini 3.1 Pro** | model | 85.0 | 84.0 | +1.0 | 1.01 | **VALIDATED HEAT** | 5% | Ultra-long context multimodal reasoning and video understanding engine. |
| **Grok 4** | model | 80.0 | 75.0 | +5.0 | 1.07 | **VALIDATED HEAT** | 1.8% | Real-time multi-modal reasoning backed by sovereign Memphis supercluster. |
| **Meta Muse (Personal AI & VM)** | platform | 82.0 | 74.0 | +8.0 | 1.11 | **VALIDATED HEAT** | 3.5% | Meta personal AI agent VM environment running on Llama 3.1 infrastructure. High developer interest for local sandbox execution. |
| **Mistral Large 2 / Le Chat (Mistral AI)** | model | 76.0 | 81.0 | -5.0 | 0.94 | **VALIDATED HEAT** | 3.2% | European sovereign champion. 128k context, strong multilingual and code reasoning, high enterprise European adoption. |
| **DeepSeek R1 / V3 (DeepSeek AI)** | model | 74.0 | 89.0 | -15.0 | 0.83 | **HIDDEN WINNER** | 4.8% | Open reasoning weights with distillation parity to o1. MoE architecture with ultra-low token training cost and sovereign benchmark scores. |
| **Moonshot Kimi K2 (Moonshot AI)** | model | 68.0 | 79.0 | -11.0 | 0.86 | **HIDDEN WINNER** | 2.6% | 10M ultra-long context multimodal reasoning model with heavy adoption across academic and legal document processing. |
| **Zhipu GLM-4 / GLM-Zero (Zhipu AI)** | model | 64.0 | 77.0 | -13.0 | 0.83 | **HIDDEN WINNER** | 2.2% | China sovereign enterprise model with native tool-use and code interpreter pipelines. High enterprise penetration in Asian markets. |
| **Ernie 4.5 (Baidu)** | model | 66.0 | 72.0 | -6.0 | 0.92 | **EMERGING SIGNAL** | 3.8% | Search engine intent grounding for Baidu 700M MAU ecosystem. Industrial and automotive autonomous cockpit deployments. |
| **Llama 3.1 405B (Meta AI)** | model | 89.0 | 91.0 | -2.0 | 0.98 | **VALIDATED HEAT** | 6.5% | Frontier open weights milestone. Primary distillation teacher model across enterprise and academia worldwide. |
| **Cohere Command R+ (Cohere)** | model | 70.0 | 78.0 | -8.0 | 0.90 | **VALIDATED HEAT** | 1.9% | Enterprise RAG and multi-step tool execution leader with grounded citation generation and multilingual coverage. |
| **Perplexity AI (Perplexity)** | platform | 88.0 | 84.0 | +4.0 | 1.05 | **VALIDATED HEAT** | 7.2% | Direct source citation search engine. Pro Search multi-step research pipelines capturing substantial informational query share. |
| **Apple Intelligence / PCC (Apple)** | platform | 86.0 | 65.0 | +21.0 | 1.32 | **HYPE PREMIUM** | 5.5% | Private Cloud Compute on Apple silicon with hardware privacy guarantees. Rollout pacing and Siri 2.0 agent capabilities still maturing. |
| **Cognition Devin 2.0 (Cognition)** | technology | 87.0 | 54.0 | +33.0 | 1.61 | **HYPE PREMIUM** | 1.5% | Autonomous software engineer benchmarked on real-world GitHub issues. High marketing visibility vs high human supervision rate in production. |
| **Cursor (Anysphere)** | platform | 91.0 | 89.0 | +2.0 | 1.02 | **VALIDATED HEAT** | 6.8% | Dominant AI coding IDE with background multi-file indexing, composer agent workflows, and deep developer community stickiness. |
| **ElevenLabs Realtime Audio** | platform | 85.0 | 88.0 | -3.0 | 0.97 | **VALIDATED HEAT** | 3% | Sub-150ms conversational speech-to-speech, multilingual voice cloning, and audio API footprint across global consumer apps. |
| **Video Generation & World Models** | technology | 93.0 | 49.0 | +44.0 | 1.90 | **HYPE BUBBLE** | 2.5% | Runway Gen-3, OpenAI Sora, Kling AI. Stunning promotional visual demos; persistent physical inconsistency and high inference cost in production. |

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## 4. API Endpoints
* **Hype Index 100:** `GET https://api.aki1k.com/v1/hype/index`
* **Divergence Tracker:** `GET https://api.aki1k.com/v1/hype/divergence`
* **Hidden Winners:** `GET https://api.aki1k.com/v1/hype/hidden-winners`
* **Live Radar 2D Scatter:** `GET https://api.aki1k.com/v1/hype/radar`
* **Hype Claims Tracker:** `GET https://api.aki1k.com/v1/hype/claims`
* **Entity Drilldown:** `GET https://api.aki1k.com/v1/hype/entity/:slug`

*Sealed and Verified by AKI Platform Cryptographic Audit Suite.*