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  1. Jane Street11 min

    Real Numbers – Episode 15, The Half Court Shot

    Sawyer

    Host discusses probability theory by solving a problem where a student named Jayden schedules two or three exams across five weekdays, calculating expected spans of 1.6 and 2.4 days respectively through enumeration and linearity of expectation. The episode transitions to a new challenge involving a basketball player named Danielle who makes 20% of her half-court shots, asking listeners to determine the expected attempts needed for a single success and for two consecutive makes. While the mathematical framework for the exam scenarios is fully derived and verified, the solution to Danielle's geometric distribution problem remains pending for the listener to solve.

  2. Jane Street6 min

    Real Numbers – Episode 14, Finals Week

    Jayden, Sawyer

    In this Real Numbers episode, the host explores expected value applications by challenging listeners to calculate the average interval between randomly scheduled final exams and reviewing a previous problem on the expected number of distinct snowboards used over six days. The snowboard scenario is resolved by demonstrating two distinct approaches using indicator variables and the linearity of expectation, both confirming that a user will sharpen approximately 3.99 different boards on average. The episode concludes by inviting the audience to submit their own solutions and alternative problem ideas for future episodes focused on mathematical expectation.

  3. The Economist8 min

    Covid-19: why travel will never be the same

    Leo Mirani

    In April 2020, global aviation experienced a historic collapse with passenger numbers dropping 94% year-over-year, forcing carriers like Virgin Atlantic to eliminate thousands of jobs while the IATA warned that without government aid, only 30 of over 700 airlines would survive. Regional recovery remains uneven, with European and U.S. flight levels still down by 75% and 57% respectively, threatening to permanently erase business travel segments that once subsidized leisure fares. Looking ahead, the industry faces a potential shift toward closed borders and reduced globalization, as travel restrictions and the retirement of older aircraft reshape the economic and operational landscape for years to come.

  4. Jane Street6 min

    Real Numbers – Episode 13, How Many Snowboards Need Sharpening

    Sawyer

    This instructional session applies the linearity of expectation to calculate expected values in scenarios involving both independent and dependent selections. Using the marching band example, the analysis demonstrates how fixed global distributions alter probabilities while the method for summing indicator variables remains valid regardless of independence. The presentation concludes by challenging the audience to utilize this specific probabilistic framework to determine the expected number of snowboards requiring sharpening in a student-led lesson environment.

  5. Jane Street10 min

    Real Numbers – Episode 12, Photographing the Chaotic Marching Band

    Sawyer

    The episode explores expected value and the linearity of expectation by first applying these concepts to a conditional probability problem involving a haunted forest monster. The instructors update monster type probabilities based on a 4-damage roll to calculate a resulting expected value of 5.5 for the second attack. The session concludes by introducing a problem of the week that contrasts independent choice scenarios with fixed pool distributions to determine the expected number of synchronized rows in a marching band.

  6. The Economist10 min

    Covid-19: what will happen to the global economy?

    Zanny Minton Beddoes, Edward Carr

    The pandemic has triggered the deepest global recession since the 1930s, establishing a permanent "90 economy" where behavioral shifts rather than lockdown mandates drive lasting contraction in sectors like tourism and manufacturing. While the United States has retreated from global coordination, China is expanding its digital financial influence, though a full displacement of the US dollar remains a prolonged process due to historical inertia. Concurrently, developing nations face acute vulnerability from debt burdens and export shocks, while youth unemployment risks causing long-term labor market scarring that necessitates diversifying supply chains rather than abandoning globalization.

  7. Jane Street10 min

    Real Numbers – Episode 11, The Unknown Monster

    Sawyer

    The episode calculates the expected damage of a random monster attack by weighting uniform distributions across three difficulty tiers and determines the conditional expectation of a second attack following a four-damage outcome. A prior review solves the geometric optimization of a painting passing through a composite window, utilizing the Power of a Point theorem to prove the maximum height corresponds to the Golden Ratio. Both segments demonstrate how probabilistic weighting and geometric theorems can simplify complex mathematical problems into elegant, closed-form solutions.

  8. Jane Street8 min

    Real Numbers – Episode 10, The Art Thief at the Window

    Sawyer

    A geometric puzzle challenge asks viewers to calculate the maximum height of a rigid three-meter wide rectangular painting that can pass through a composite window formed by a one-meter square topped with a semicircle. The episode also details a river crossing scenario where a boat with a motor speed five-thirds of the current's velocity requires an upstream aiming point of 127.5 meters to reach a specific dock. Both problems are solved using algebraic quadratic equations and verified through geometric properties like similar triangles and the tangent double-angle formula, inviting the audience to submit their own solutions for the window problem.

  9. The Economist14 min

    How to fix the United Nations

    Antonio Guterres

    Marking its 75th anniversary amid severe geopolitical fragmentation, UN Secretary-General António Guterres identifies the unpredictable tripartite rivalry between the US, China, and Russia as a primary driver of Security Council paralysis on critical issues like the Israel-Palestine conflict and the war in Ukraine. Despite this institutional deadlock, the UN continues to deliver vital humanitarian aid to nearly 200 million people while prioritizing internal reforms to enhance efficiency and addressing the urgent need for governance frameworks in climate change and artificial intelligence. A global listening campaign conducted during the anniversary revealed a widespread public demand for accountability, prompting the organization to shift its strategic focus toward transparent dialogue rather than self-promotion.

  10. The Economist9 min

    Covid-19: is working from home really the new normal?

    Philip Coggan

    The pandemic has accelerated a fundamental shift in the US labor market, transforming the remote work ratio from one in fifty to over one in three while forcing a reevaluation of the $10,000 annual cost per employee associated with traditional office leases. Tech leaders like Twitter and Facebook are institutionalizing permanent remote mandates, driving a transition from time-based industrial wages to function-based compensation even as urban productivity models face disruption from reduced office density and gendered employment impacts. Despite skepticism about replicating corporate culture and creativity online, future office spaces are expected to evolve from daily workstations into collaborative hubs that complement a decentralized, knowledge-based economy where remote eligibility remains highly variable across global regions.

  11. The Economist10 min

    Covid-19: what you need to know about the second wave

    Zanny Minton Beddoes, Slavea Chankova

    Experts anticipate recurring, localized waves of the virus driven by specific vulnerable populations until a vaccine achieves herd immunity. Governments are expected to prioritize targeted restrictions over broad lockdowns to mitigate economic fallout, though compliance may wane as public fatigue sets in. Simultaneously, unprecedented scientific collaboration contrasts with weak multilateral coordination on trade and travel, while authoritarian regimes leverage the crisis to consolidate power and democratic institutions face heightened risks regarding civil liberties and election security.

  12. Jane Street7 min

    Real Numbers – Episode 08, Crossing the River

    Sawyer

    Host Sawyer presents a physics challenge where viewers must calculate the precise aiming angle required for a boat traveling at an unknown speed to cross a 100-meter wide river with an unknown current and land at a specific downstream dock. The segment also revisits a previous geometry problem, confirming that reshaping a hemispherical slush cone involves removing a 3-cm radius circular section and moving a volume of $40\pi/3$ cubic centimeters. Sawyer concludes the episode by inviting the audience to submit their navigational bearings and diagrams for the river crossing solution.

  13. The Economist8 min

    The carbon cycle is key to understanding climate change

    Oliver Morton

    Human fossil fuel combustion has disrupted Earth's natural carbon equilibrium, accelerating the transition into the Anthropocene and trapping heat at unprecedented rates. While the "Growing Green" movement reflects public demand for reduction, current political and technological limitations, particularly regarding the scalability of negative emission schemes, prevent a rapid restoration of pre-industrial conditions. Ultimately, reversing this geological shift demands a fundamental transformation of the global economic structure, a process that will span centuries regardless of whether the transition is driven by policy or necessity.

  14. The Economist11 min

    How to fix America's police

    Jon Fassman

    With police violence claiming roughly 1,000 lives annually and disproportionately affecting Black communities, the U.S. faces deep structural barriers to reform including militarized equipment, qualified immunity, and restrictive union contracts. While federal proposals face political hurdles and some jurisdictions like Camden have successfully reduced complaints through comprehensive policy overhauls, others such as Minneapolis are moving toward departmental dismantling. The future trajectory of these changes now depends heavily on electoral outcomes and the collective voter will to prioritize either punitive law enforcement or community-based public safety solutions.

  15. Jane Street7 min

    Real Numbers – Episode 05, Grandma's Secret College Fund

    Sawyer

    This episode concludes a probability series by applying Bayes' theorem to a piggy bank scenario where a drawn $20 bill updates the prior probability that a grandmother added either a one or twenty-dollar note on Sunday. The discussion briefly recapitulates a previous DMV exam study analysis that established a 73.3% probability of an applicant having studied given they passed. To finalize the segment, the hosts invite viewers to submit their solutions to the piggy bank problem and propose mathematical topics for the upcoming transition to geometric problems.