Question: A tech incubator receives 6 distinct investment proposals from startups. If they randomly select 2 proposals to advance to the next round, what is the probability that both proposals are from companies founded in the same year, given that 3 were founded in 2022, and 3 in 2023? - Parker Core Knowledge

Understanding the Context

With U.S. venture capital activity fluctuating amid economic shifts, tracking patterns in investment selection offers insight into emerging talent and sector momentum. Recent data signals growing interest in startups emerging from 2022 and 2023—years marked by breakthroughs in AI infrastructure, clean tech, and digital platforms. As incubators balance experience and freshness, mathematical clarity on selection risks supports smarter, data-driven decisions. This probabilistic lens isn’t just academic—it’s a practical tool mirroring the due diligence invested in early-stage talent selection.

Breaking Down the Probability: A Clear Explanation

To determine the likelihood that both selected proposals came from the same founding year, we consider the pool of six startup proposals: three from 2022, and three from 2023. When choosing two at random, each startup holds equal chance—combinations shape outcomes.

There are a total of $ \binom{6}{2} = 15 $ ways to choose any two proposals from six. Among them, the number of favorable outcomes—both from 2022 or both from 2023—follows this:

Key Insights

• Ways to pick two 2022 startups: $ \binom{3}{2} = 3 $
• Ways to pick two 2023 startups: $ \binom{3}{2} = 3 $

Adding these gives $ 3 + 3 = 6 $ favorable combinations. Dividing by total combinations yields the probability:

$ \frac{6}{15} = \frac{2}{5} = 40% $

Thus, there’s a 40% chance the two selected proposals originated from the same year—reflecting a balanced distribution across recent entrants.

Beyond the Numbers: Real-World Implications

Final Thoughts

This probability underscores a deliberate balance. A 2022 cohort often brings experience from prior startup cycles, while a 2023 cohort reflects fresh ideas and new frameworks. Investors leverage such patterns not just