Business education outcome
Decide whether to persevere or pivot
Make a documented proceed, pivot, pause, or stop decision by comparing evidence with predeclared thresholds, runway, risk, team capacity, obligations, and plausible alternatives.

Success framing
What useful progress looks like
The decision distinguishes facts from interpretation, includes dissent and counterevidence, protects affected customers and workers, and names a bounded next test or orderly shutdown.
Who this is for
Use this path for a bounded business hypothesis or operating capability. Test before making major commitments, follow applicable law and agreements, protect customer and worker autonomy and data, disclose material terms, and involve qualified legal, tax, accounting, employment, security, or other professional support when stakes exceed general education.
Curated sequence
Learn in order, then act
Embeds load lazily through youtube-nocookie.com; every item keeps attribution, original context, and a source fallback.
How to Get and Evaluate Startup Ideas | Startup School
Y Combinator
Use this selected video to understand the method, evidence, tradeoffs, and business limits behind how to get and evaluate startup ideas | startup school, then apply the bounded checklist on this page.
- Key takeaway
- How to Get and Evaluate Startup Ideas | Startup School
- Action
- Restate thresholds
Y Combinator via YouTube
How to Build An MVP | Startup School
Y Combinator
Use this selected video to understand the method, evidence, tradeoffs, and business limits behind how to build an mvp | startup school, then apply the bounded checklist on this page.
- Key takeaway
- How to Build An MVP | Startup School
- Action
- summarize supporting and disconfirming evidence
Y Combinator via YouTube
SBA: Write your business plan
SBA
External resourceThe page remains useful without loading third-party media.
Use this selected reference to understand the method, evidence, tradeoffs, and business limits behind sba: write your business plan, then apply the bounded checklist on this page.
- Key takeaway
- SBA: Write your business plan
- Action
- calculate runway and obligations
SBA
Action plan
Take the smallest useful next step
- Restate thresholds
- summarize supporting and disconfirming evidence
- calculate runway and obligations
- invite a dissenting review
- distinguish problem, segment, channel, solution, model and timing changes
- compare alternatives and opportunity cost
- choose proceed/pivot/pause/stop
- notify affected people
- refund, archive, delete data, or wind down as required
- schedule the next review.
Important boundary
Persistence is not automatically virtuous, and sunk cost is not evidence. Do not conceal failures, pressure a team, misuse investor/customer funds, or abandon legal, payment, privacy, employment, or safety obligations. No future success is guaranteed.
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