AI Founder Glossary
Every important term from the podcast, organized and searchable. From agentic systems to workflow optimization.
2D LiDAR
Scans a single plane, often used for basic navigation.
3D LiDAR
Scans depth in 3D, heavier and often pricier but useful for richer perception.
Advertising as Fuel
Treating paid media spend as a controllable lever that can be increased or decreased quickly.
Agentic AI
AI systems that proactively execute workflows and monitor changes.
Agentic Systems
AI systems that can take actions, use tools, and complete workflows with some autonomy.
AI Agents
Autonomous or semi-autonomous systems that perform tasks and make decisions using AI.
AI Memory
A new category of products that store human thoughts, moments, and context in a way AI can later organize, search, and analyze.
AI Overview
Google's AI-generated summary that appears at the top of search results, synthesizing content from multiple sources. Ranking well requires fresh, original, authoritative content.
AI Winter
Period of reduced funding and interest in artificial intelligence.
AI-Native
Products designed around intelligence as a core architectural element rather than an add-on feature.
Algorithmic Optimization
Product design that prioritizes engagement metrics over depth of meaning.
AMR
Autonomous Mobile Robot, a robot that moves goods or itself through facilities.
API Guardrails
Limiting what an agent can access and do via controlled interfaces.
ARR
Annual Recurring Revenue. The annualized value of a company's recurring contracts or subscriptions. A key growth metric for software companies.
Artificial Intelligence (AI)
Systems designed to perform tasks requiring human intelligence.
AstroTurf
Coordinated inauthentic behavior online, where bot accounts or paid commenters simulate organic grassroots sentiment. A growing problem on Reddit and social media broadly.
Attention Economy
An ecosystem where human focus is monetized and competed for.
Audit Log
A recorded history of actions taken by a system, user, or agent for debugging, accountability, and compliance.
Blind Spots
Unknown weaknesses or missing validation steps.
Bottom-Up Market Sizing
Estimating potential revenue based on customer count and pricing.
Brownfield Environment
An existing real world environment not designed for robots.
Burnout Detection
A future-facing use case where AI could identify early signs of physical or emotional decline through ongoing capture.
Calisthenics
Bodyweight-based strength training emphasizing control and mobility.
Cap Table
The document showing ownership structure of a company, including founders, investors, and employees with options. Who is on your cap table signals a great deal to prospective investors.
CIP (Continuation in Progress)
A patent filing strategy that keeps claims open so protection can evolve over time.
Citation-Based Retrieval
Returning answers tied to specific document sources.
Claude
An AI assistant that reflects the broader trend of AI tools showing up across many software development environments.
Collection
A curated subset of files indexed for AI interrogation.
Competitive Moat
A defensible advantage such as IP, proprietary data, or network effects.
Consent Judgment
A court order where a defendant agrees they infringed; used to validate enforceability.
Control Plane
A centralized layer used to manage, monitor, govern, and orchestrate systems or agents.
Cuneiform
An ancient system of writing developed by the Sumerians, made by pressing a reed stylus into clay tablets. Referenced in conversation about the Babylonian origins of the Noah's Ark flood myth.
Denver Ventures
A generalist venture capital fund based in Denver that invests across multiple industries at early stages, led by a thesis centered on founder DNA.
Design Patent
Protects how something looks; typically easier to interpret and litigate.
Digital Twin
A data-based representation of a person or system used for simulation and optimization.
Dilution
The reduction in existing shareholders' ownership percentage that occurs when a company issues new shares, typically during a funding round.
Distribution Co-Founder
A co-founding partner brought in specifically for their ability to reach and grow a customer base. A founding-level commitment to treating distribution as a first-class company function.
Domain Expertise
Deep, experiential knowledge in a specific field that cannot be easily replicated by a generalist or an AI model. Treated as the foundational prerequisite for building any product worth building.
Embedding
Numerical representation of text used to enable semantic search.
Emotional Retention
Customer loyalty rooted in shared emotional experiences rather than transactional utility.
Evening Reflection
A closing journaling practice for measuring progress, reviewing what happened, and noticing emotional or strategic outcomes.
Exploration Gene
A behavioral predisposition toward novelty-seeking and risk-taking linked to evolutionary adaptation.
Fixed Expenses
Costs you pay regardless of revenue: payroll, rent, legal, accounting.
Founder DNA
Denver Ventures' core investment thesis. The belief that a founder's personal background, network, relationships, and domain obsession are more predictive of success than the product at early stages.
Founder Self-Awareness
The ability to see patterns in your own thinking, behavior, stress, and decisions rather than simply reacting in the moment.
Founder-Led Marketing
When founders publicly build credibility through content and personal brand.
Fragmented Data
Scattered photos, chats, and media stored across platforms without structure.
Freemium
A pricing model where a product is offered free at a basic tier with paid upgrades. Common for top-of-funnel acquisition but a leading cause of high churn in crowded AI tool markets.
Generalist Fund
A venture fund that invests across multiple industries and sectors rather than specializing in one vertical.
Governance
The rules, permissions, controls, and oversight mechanisms that keep systems safe and compliant.
Hallucination
When an AI produces factually incorrect or fabricated information.
Higher-Fidelity Capture
The concept that video contains richer information than writing or audio alone because it includes visual and emotional cues.
Historic
An AI video journaling app in iOS beta designed to help founders capture raw thoughts and turn them into structured, searchable memory.
IMU
Inertial Measurement Unit, measures acceleration and rotation.
Inference Costs
The computational expense generated when an AI model processes user queries. High inference costs signal heavy, active user engagement.
Inflection Point
The moment growth accelerates, often triggering operational and spending mistakes.
Institutional Memory
Knowledge preserved in systems and processes rather than trapped inside individuals' heads.
Intent Signaling
Visual or audio cues that communicate what a robot plans to do next.
Large Language Model (LLM)
A machine learning model trained on large text datasets to generate language.
Living Story
An AI-stitched narrative combining multiple participants' contributions into a cohesive memory artifact.
Local AI
AI processing that occurs on a user's device rather than in the cloud.
Luau
Josh Gilmer's other company, focused on using AI to help orchestrate social life and keep important relationships from drifting apart.
Moat
A sustainable competitive advantage. In the current AI environment, technological moats are weakening while data, distribution, and network moats are strengthening.
Morning Focus
A journaling mode for setting intentions, outlining priorities, and noting how you feel at the start of the day.
Multiplayer Agent Platform
A shared environment where teams can discover, reuse, extend, and govern agents together.
Natural Features
Real world visual landmarks, edges, textures, and objects used for localization.
Odometry
Motion estimates from wheels or legs.
Open Source Security Model
The belief that transparent code can become more secure through wider expert review.
Orchestration
Coordinating multiple tools, agents, or workflows so they operate together correctly.
P&L (Profit and Loss Statement)
Financial report showing revenue, expenses, and profit over a period.
Payroll Freeze
A hiring pause in which companies stop adding new headcount without necessarily laying off existing employees. Describes how AI is currently affecting employment more than through outright job cuts.
Persona Mapping
Identifying the target user, decision maker, pain points, and motivations.
POC (Proof of Concept)
A pilot project demonstrating feasibility without full commitment.
Pre-Seed
The earliest formal stage of startup funding, typically used to validate an idea, build a prototype, or hire a first co-founder before a formal seed round.
Predictive Systems
Tools that anticipate user needs based on data patterns.
Presence
Deliberate attention to current experience without distraction.
Present Cash Value
A financial concept describing the current worth of a future sum of money, discounted for time and risk.
Privacy-First Architecture
Design principle prioritizing data ownership and local control.
Productivity Metric
The actual definition of useful output inside a company, which may differ from superficial activity.
Recall
The ability to revisit and emotionally reconnect with past experiences.
Reproducibility
The ability to recreate the same result using the same inputs, steps, and conditions.
ROAS (Return on Ad Spend)
Revenue generated per dollar spent on ads; can look great while the business still loses money.
Runtime
The environment in which an application or agent executes.
SAFE (Simple Agreement for Future Equity)
An early-stage investment agreement providing future equity.
Searchable Memory
The idea that your recorded thoughts, decisions, and emotional context can later be queried like a database.
Second Brain
Usually a digital system for storing ideas and knowledge. Critiqued when it refers only to polished notes rather than real cognitive process.
Single-Player Agent
An agent used by one person in a private or local workflow.
SLAM
Simultaneous Localization and Mapping, building a map while locating yourself in it.
Subconscious
Accessible but not always actively examined emotional drivers.
Supply Chain Staffing
Viewing workforce allocation as a logistical and forecasting problem.
Tech Stack Creep
The overload of apps and tools added to a business that creates complexity and confusion.
TestFlight
Apple's beta distribution platform that allows iOS apps to be tested before full App Store release.
Tier 1 Supplier
Provides a critical component or subsystem integrated into another company's product.
Top-Down Market Sizing
Estimating market size using industry-level data.
Tribe
A close community connected by shared moments and meaning.
Uncanny Valley
The discomfort people feel when something looks almost human-real but is not.
Unconscious
Deep-rooted behavioral drivers operating beneath awareness.
Unintended Signals
The nonverbal information you reveal without meaning to, such as posture, tone, fatigue, hesitation, and facial changes.
Unstructured IP
Knowledge stored in documents, emails, PDFs, voice memos, images, and archives without organized schema.
Utility Patent
Protects how something works; often technical and complex.
Validation
Structured confirmation that a real customer has a real problem they will pay to solve.
Variable Expenses
Costs that increase with sales volume: COGS, shipping, fulfillment.
Vertical AI Integration
AI tools built specifically for a defined industry or workflow rather than the general public. Stronger retention because they solve a specific, repeated pain point deeply.
Vesting Cliff
A milestone in an equity compensation schedule at which an employee's shares vest for the first time, typically after one year of employment.
Vibe Coding
Building software through natural language prompts to an AI model, without writing traditional code. The term describes a workflow where the founder describes what they want and the AI generates the implementation.
Visual SLAM
SLAM powered primarily by cameras, often fused with other sensors.
Workflow Optimization
Improving efficiency across a sequence of operational steps.
Zero to One
The phase of building a company from nothing to its first meaningful product, revenue, and customers. Characterized by extreme prioritization and founder-led everything.
Hear the full context
Every term comes from a real conversation with a founder or expert. Listen to the episodes for the stories behind the words.
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