Some features listed here are planned, some are experimental, and some are long-range platform directions. We prioritize reasoning quality, cost control, and product stability over rushing every idea into release. Phase ordering reflects our current intent and may shift as we learn from beta users.
CLAIMLAB
The core reasoning engine
Live
Multi-Model Adversarial Analysis
Three independent AI models (Claude, Grok, OpenAI) analyze each claim separately. Their disagreements expose the strongest counterarguments.
Live
Six-Layer Excavation Framework
Each claim is excavated through Direct Facts, Adjacent Facts, Root Concern, Values Divergence, Constitutional Framework, and Common Ground.
Live
Constitutional Framework Layer
Connects claims to the constitutional text that governs them. Designed for grounding political reasoning in foundational principles.
Live
Breakout Claims
Complex claims are broken into smaller, testable sub-claims that can be analyzed and disputed independently.
Live
Disputes and Pushbacks
Users can challenge any layer of any claim. AI distinguishes new facts from disagreement and routes meaningful disputes to human review.
Live
AI Recommended Updates
When a dispute introduces new evidence, AI proposes a structured update to the claim, queued for editor approval.
In Development
Non-Political ClaimLab
The same reasoning engine applied to health, financial, scientific, legal, and historical claims. Domain-specific layer stacks.
In Development
Historical Perspectives
What would the Founders, Lincoln, Frederick Douglass, MLK, or other historical figures likely say about this claim? Dynamic selection based on claim content.
ENGINES
Reasoning engines beyond ClaimLab
Live
ClaimLab
Structured reasoning for political and public claims. The first WTL engine.
Designed
AssetsLab
Educational reasoning for investments. Multi-model adversarial analysis of stocks, ETFs, crypto. Never advisory. Surfaces concentration, thesis drift, and unknowns.
Designed
BookLab
Deep reasoning about books. Per-book bookshelves, notes, bookmarks, and structured analysis beyond a publisher blurb.
Designed
TheoryLab
Map and stress-test scientific, philosophical, and explanatory theories. Surfaces assumptions, predictions, and edges.
Designed
IdeaLab
Test and refine ideas before committing to them. Apply structured reasoning to brainstorming and decisions.
Exploratory
PhilosophyLab
Reason about ethical, metaphysical, and epistemological frameworks. First principles, coherence, and commitments.
Exploratory
DesignLab
Reasoning about design choices, tradeoffs, and constraints. Structured creative decisions.
Exploratory
CreateLab
Apply WTL reasoning to creative workflows. Long-range platform direction.
TRUST
How reasoning stays honest
Live
Editor Queue and Human Review
Disputed sections of published claims are flagged for human editor review. AI does not autonomously rewrite published reasoning.
Live
Methodology Transparency
Every method, layer, and reasoning step is documented and accessible to users. Nothing is hidden inside the model.
Live
Revision History on All Claims
Every claim shows its full revision history, what changed, when, and why. Reasoning evolves visibly.
Live
User Dispute and Pushback System
Anyone can submit a dispute. AI categorizes the challenge type and routes accordingly. Disputes can change published claims.
Live
Founding Member System
Closed beta access through Timcast network and curated invites. Founding members lock in lifetime preferred pricing.
EXPERIENCE
How users interact with WTL
In Development
Mobile-Optimized Reasoning UI
Rebuilt mobile claim pages, bottom nav, and engines wheel. Reasoning that reads as well on phone as on desktop.
Designed
Dyslexia-Friendly Reading Mode
User-selectable reading mode with adjusted spacing, fonts, and contrast for dyslexic readers. Accessibility committed for launch.
Live
Topic Carousels and Cross-Topic Discovery
Browse claims by topic. Discover adjacent claims and related reasoning across the platform.
Live
Inbox and Notifications
Centralized notifications for dispute updates, AI recommendations, and platform announcements.
Live
Dark Reasoning Aesthetic
Designed to feel like a reading room, not a feed. Minimal distraction, maximum focus on reasoning.
OPERATIONS
Platform reliability and transparency
In Development
Cost Transparency Dashboard
Public per-claim AI cost disclosure. Users see the actual reasoning cost behind their analysis.
Live
Engine Toggle System
Owner control to enable or disable individual engines and modes platform-wide. Used for staged rollout.
Live
Site Mode Overlay
Construction, beta, and maintenance modes can be activated platform-wide from a single owner setting.
Live
Per-Engine Test Consoles
Owner-only test consoles for each engine, allowing pre-launch validation against the production reasoning pipeline.
Live
Editor Workspace
Dedicated editor surface for managing the dispute queue, AI recommendations, and claim updates.
Live
Admin Workspace
User management, site controls, error console, claim management, and usage logs in one workspace.
HORIZON
Where WTL is heading long-term
Exploratory
Cross-Engine Reasoning Workflows
Reasoning that flows between engines. A ClaimLab analysis can hand off to AssetsLab. A TheoryLab framework can ground a ClaimLab argument.
Exploratory
Social and Community Features
User profiles, shared reasoning, public dispute threads. Reasoning as a community practice.
Exploratory
Multilingual Localization
Spanish, Portuguese, French, Arabic, Hindi. English-speaking markets first, then global. India and Brazil identified as major future markets.
Exploratory
Podcast Network Integration
A network of structured-reasoning podcasts in multiple verticals, integrated with the platform.
Exploratory
Institutional Tiers
Tailored offerings for newsrooms, schools, policy organizations, think tanks, and law firms.