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site_name: "I³ — Implicit Interaction Intelligence"
site_description: >-
Privacy-first, edge-ready adaptive AI companion that learns from how users
interact. Custom TCN encoder, ~6.3M-parameter custom SLM with cross-attention
conditioning, and a contextual Thompson-sampling router.
site_author: "Tamer Atesyakar"
site_url: "https://abailey81.github.io/implicit-interaction-intelligence/"
repo_url: "https://github.com/abailey81/implicit-interaction-intelligence"
repo_name: "abailey81/implicit-interaction-intelligence"
edit_uri: "edit/main/docs/"
copyright: "© 2026 Tamer Atesyakar — MIT License"
strict: false
# ──────────────────────────────────────────────────────────────────────────
# Validation — relax absolute/unrecognised-link failures because many docs
# page intentionally cross-reference source files (``../../i3/...``) and
# repository-root files (``../README.md``) that are not part of the mkdocs
# navigation tree. These are useful on GitHub where the whole repo is
# browseable, and we leave them as plain text on the rendered site.
# Anchor mismatches and truly missing nav entries stay at warn/warn so
# ``mkdocs build --strict`` still fails on genuine link rot.
# ──────────────────────────────────────────────────────────────────────────
validation:
nav:
omitted_files: warn
not_found: warn
absolute_links: info
links:
not_found: info
absolute_links: info
unrecognized_links: info
anchors: warn
# ──────────────────────────────────────────────────────────────────────────
# Theme
# ──────────────────────────────────────────────────────────────────────────
theme:
name: material
custom_dir: docs/overrides
logo: assets/logo.svg
favicon: assets/favicon.svg
icon:
repo: fontawesome/brands/github
edit: material/pencil
view: material/eye
language: en
font:
text: Inter
code: JetBrains Mono
palette:
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: deep orange
accent: amber
toggle:
icon: material/weather-sunny
name: Switch to light mode
- media: "(prefers-color-scheme: light)"
scheme: default
primary: deep orange
accent: amber
toggle:
icon: material/weather-night
name: Switch to dark mode
features:
- navigation.instant
- navigation.instant.progress
- navigation.tracking
- navigation.tabs
- navigation.tabs.sticky
- navigation.sections
- navigation.indexes
- navigation.top
- navigation.footer
- search.suggest
- search.highlight
- search.share
- content.code.copy
- content.code.annotate
- content.tabs.link
- content.action.edit
- content.action.view
- content.tooltips
- toc.follow
- toc.integrate
- announce.dismiss
# ──────────────────────────────────────────────────────────────────────────
# Plugins
# ──────────────────────────────────────────────────────────────────────────
plugins:
- search:
lang: en
separator: '[\s\-\.]+'
- mkdocstrings:
default_handler: python
handlers:
python:
paths: ["."]
options:
docstring_style: google
show_source: true
show_root_heading: true
show_root_full_path: false
show_signature_annotations: true
show_symbol_type_heading: true
show_symbol_type_toc: true
separate_signature: true
merge_init_into_class: true
docstring_section_style: table
members_order: source
filters: ["!^_"]
- include-markdown
- git-revision-date-localized:
enable_creation_date: true
type: timeago
fallback_to_build_date: true
- macros
- mermaid2:
arguments:
theme: |
^(JSON.parse(__md_get("__palette").index == 1)) ? 'dark' : 'default'
- minify:
minify_html: true
minify_js: true
minify_css: true
- glightbox:
touchNavigation: true
loop: false
effect: zoom
slide_effect: slide
width: 100%
height: auto
zoomable: true
draggable: true
- social:
cards_layout_options:
background_color: "#1a1a1a"
color: "#ffb300"
# ──────────────────────────────────────────────────────────────────────────
# Markdown extensions
# ──────────────────────────────────────────────────────────────────────────
markdown_extensions:
- admonition
- attr_list
- def_list
- footnotes
- md_in_html
- tables
- toc:
permalink: true
permalink_title: "Permanent link"
toc_depth: 4
- pymdownx.arithmatex:
generic: true
- pymdownx.betterem
- pymdownx.caret
- pymdownx.critic
- pymdownx.details
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
linenums: true
- pymdownx.inlinehilite
- pymdownx.keys
- pymdownx.magiclink:
repo_url_shortener: true
user: abailey81
repo: implicit-interaction-intelligence
- pymdownx.mark
- pymdownx.smartsymbols
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:mermaid2.fence_mermaid_custom
- pymdownx.tabbed:
alternate_style: true
slugify: !!python/object/apply:pymdownx.slugs.slugify {kwds: {case: lower}}
- pymdownx.tasklist:
custom_checkbox: true
clickable_checkbox: false
- pymdownx.tilde
- pymdownx.snippets:
check_paths: true
base_path: ["."]
# ──────────────────────────────────────────────────────────────────────────
# Extras
# ──────────────────────────────────────────────────────────────────────────
extra:
generator: false
social:
- icon: fontawesome/brands/github
link: https://github.com/abailey81/implicit-interaction-intelligence
name: I³ on GitHub
version:
provider: mike
default: latest
extra_css:
- stylesheets/extra.css
extra_javascript:
- javascripts/mathjax.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
# ──────────────────────────────────────────────────────────────────────────
# Navigation
# ──────────────────────────────────────────────────────────────────────────
nav:
- Home: index.md
- Getting Started:
- getting-started/installation.md
- getting-started/quickstart.md
- getting-started/configuration.md
- getting-started/training.md
- Architecture:
- Overview: architecture/overview.md
- Full Reference: architecture/full-reference.md
- Layers: architecture/layers.md
- Cross-Attention Conditioning: architecture/cross-attention-conditioning.md
- Router: architecture/router.md
- Privacy: architecture/privacy.md
- API:
- Overview: api/overview.md
- REST: api/rest.md
- WebSocket: api/websocket.md
- Python SDK: api/python.md
- Research:
- 2026 Landscape Survey: research/2026_landscape.md
- Cross-Attention: research/cross_attention.md
- Contrastive Loss: research/contrastive_loss.md
- Bandit Theory: research/bandit_theory.md
- Stretch Goals: research/stretch_goals.md
- Browser Inference: research/browser_inference.md
- Distributed Training: research/distributed_training.md
- Differential Privacy: research/differential_privacy.md
- Adaptive TTS: research/adaptive_tts.md
- Adaptive Compute Router: research/adaptive_compute_router.md
- ImplicitAdaptBench: research/implicit_adapt_bench.md
- Mechanistic Interpretability: research/mechanistic_interpretability.md
- Interpretability Quickstart: research/interpretability_quickstart.md
- Sparse Autoencoders: research/sparse_autoencoders.md
- Closed-Loop Evaluation: research/closed_loop_evaluation.md
- Closed-Loop Quickstart: research/closed_loop_quickstart.md
- Uncertainty + Counterfactuals: research/uncertainty_and_counterfactuals.md
- Multimodal Extension: research/multimodal_extension.md
- PPG HRV Integration: research/ppg_hrv_integration.md
- PPG HRV Quickstart: research/ppg_hrv_quickstart.md
- LLM-as-Judge: research/llm_as_judge.md
- Active Preference Learning: research/active_preference_learning.md
- Continual Learning EWC: research/continual_learning_ewc.md
- Meta-Learning MAML: research/meta_learning_maml.md
- Red-Team Results: research/redteam_results.md
- Experiments Overview: experiments/README.md
- Preregistration: experiments/preregistration.md
- Ablation Report: experiments/ablation_report.md
- Integration:
- Model Context Protocol: integration/mcp.md
- Cloud:
- LLM Ecosystem: cloud/llm_ecosystem.md
- Edge:
- edge/README.md
- Alternative Runtimes: edge/alternative_runtimes.md
- Operations:
- Deployment: operations/deployment.md
- Observability: operations/observability.md
- Docker: operations/docker.md
- Kubernetes: operations/kubernetes.md
- WSL2 on Windows: operations/wsl.md
- Runbook: operations/runbook.md
- Troubleshooting: operations/troubleshooting.md
- Reproducibility: operations/reproducibility.md
- Analytics: operations/analytics.md
- Advanced Demo UI: operations/advanced_ui.md
- Verification Harness: operations/verification_harness.md
- Edge Profiling Report: edge/profiling-report.md
- MLOps: mlops/README.md
- Provider Layer:
- cloud/provider_universality.md
- Agentic Core:
- huawei/agentic_core.md
- Responsible AI:
- responsible_ai/README.md
- Model Card (SLM): responsible_ai/model_card_slm.md
- Model Card (TCN): responsible_ai/model_card_tcn.md
- Data Card: responsible_ai/data_card.md
- Accessibility Statement: responsible_ai/accessibility_statement.md
- EU AI Act Scope: responsible_ai/eu_ai_act_scope.md
- Huawei:
- huawei/README.md
- JD → Repo Map: huawei/jd_to_repo_map.md
- Feature Matrix (vs Apple / Pixel / Galaxy / Pangu / Qwen / DeepSeek / Gemma / Kimi): huawei/feature_matrix.md
- Design Brief (persona + interaction principle): huawei/design_brief.md
- Fine-tune Artefact (Qwen + Gemini side-by-side): huawei/finetune_artefact.md
- Iteration Log (51-iter trajectory): huawei/iteration_log.md
- Research Reading List (15 papers 2024-2026): huawei/research_reading_list.md
- Forward Roadmap (next 6 months at HMI Lab): huawei/forward_roadmap.md
- Onboarding a Teammate (1-day handover): huawei/onboarding_a_teammate.md
- HarmonyOS + HMAF Integration: huawei/harmony_hmaf_integration.md
- HarmonyOS 6 AI Glasses Alignment: huawei/harmonyos6_ai_glasses_alignment.md
- Kirin Deployment: huawei/kirin_deployment.md
- L1–L5 Framework: huawei/l1_l5_framework.md
- Edinburgh Joint Lab: huawei/edinburgh_joint_lab.md
- Smart Hanhan: huawei/smart_hanhan.md
- Interview Talking Points: huawei/interview_talking_points.md
- Agentic Core: huawei/agentic_core.md
- Slides:
- slides/README.md
- Presentation: slides/presentation.md
- Speaker Notes: slides/speaker_notes.md
- Rehearsal Timings: slides/rehearsal_timings.md
- Q&A Prep: slides/qa_prep.md
- Closing Lines: slides/closing_lines.md
- Demo Script: slides/demo-script.md
- Paper:
- paper/README.md
- Research Paper: paper/I3_research_paper.md
- Executive Summary: paper/executive-summary.md
- Conference Poster: poster/conference_poster.md
- Patent Disclosure: patent/provisional_disclosure.md
- ADRs:
- adr/index.md
- Template: adr/template.md
- 0001 — Custom SLM: adr/0001-custom-slm-over-huggingface.md
- 0002 — TCN Encoder: adr/0002-tcn-over-lstm-transformer.md
- 0003 — Thompson Sampling: adr/0003-thompson-sampling-over-ucb.md
- 0004 — Privacy by Architecture: adr/0004-privacy-by-architecture.md
- 0005 — FastAPI: adr/0005-fastapi-over-flask.md
- 0006 — Poetry: adr/0006-poetry-over-pip-tools.md
- 0007 — OpenTelemetry: adr/0007-opentelemetry-for-observability.md
- 0008 — Fernet: adr/0008-fernet-over-custom-crypto.md
- 0009 — SQLite: adr/0009-sqlite-over-redis.md
- 0010 — Pydantic v2: adr/0010-pydantic-v2-config.md
- Security:
- security/index.md
- Policy as Code: security/policy_as_code.md
- SLSA Build Level 3: security/slsa.md
- Supply Chain: security/supply-chain.md
- Contributing: contributing/index.md
- Reference:
- Glossary: glossary.md
- Changelog: changelog.md