- SaaSpocalypse
- Industry slang for the sharp compression in SaaS company valuations driven by fears that AI will disrupt or commoditize software-as-a-service businesses.
- Vibe coding
- Using AI tools (like Base44, Lovable, or Replit) to build software applications through natural language prompts rather than traditional programming.
- ARR
- Annual Recurring Revenue — the annualized value of subscription-based revenue, a standard SaaS performance metric.
- Free cash flow
- Cash generated by a business after capital expenditures; a measure of actual cash profitability distinct from accounting earnings.
- Buyback
- When a public company repurchases its own shares from the open market, reducing share count and effectively returning capital to shareholders.
- SBC
- Stock-Based Compensation — equity grants (shares or options) given to employees as part of their remuneration; dilutes existing shareholders.
- Float
- In stock market context, the proportion of a company's shares available for public trading; a high float can increase volatility.
- EBITDA
- Earnings Before Interest, Taxes, Depreciation, and Amortization — a proxy for operating profitability commonly used in valuation analysis.
- D&O
- Directors and Officers liability insurance — covers executives against personal liability from decisions made in their professional capacity.
- E&O
- Errors and Omissions insurance — professional liability coverage for mistakes or failures in the services a business provides.
- DMZ
- Demilitarized Zone — in IT security, an isolated network segment that separates sensitive internal systems from external-facing services.
- NLP (neuro-linguistic programming)
- A psychological approach using language and behavioral techniques to improve mindset and communication; Avishai credits it as a tool for resilience.
- Fine-tuned model
- An AI model that starts from a pre-trained base and is further trained on a narrower, domain-specific dataset to improve performance for targeted tasks.
- Frontier models
- The most capable and cutting-edge large language models available, such as GPT-4o or Claude 3.5 Sonnet, built by the leading AI labs.
- LLM
- Large Language Model — an AI system trained on vast text datasets to understand and generate human language; includes models like GPT and Claude.
- AGI
- Artificial General Intelligence — the hypothetical point at which AI achieves human-level reasoning and cognitive capability across all domains.
- TAM
- Total Addressable Market — the total revenue opportunity available if a product captured 100% of its potential customer base.
- Cloud Code
- Avishai's shorthand for developer-facing AI coding tools like Claude Code or Cursor, as distinct from consumer-friendly vibe coding platforms like Base44.
- Dilution
- The reduction in existing shareholders' ownership percentage caused by the issuance of new shares, often through employee stock grants.
- Perfunctory
- Carried out with minimal effort or care; used implicitly in the context of board discussions that go through the motions without genuine scrutiny.