Topic · 28 episodes
Business
Business in 2025 is defined by structural tensions that rarely resolve cleanly. Onpode's coverage spans the 90-year-old principal-agent problem that permanently misaligns manager and shareholder incentives, Cerebras's revenue surge undermined by margin compression, Porsche's post-IPO collapse from 17–19% operating margin to 1.1%, and Oracle's record profits funded partly by eliminating 21,000 jobs. The common thread: headline numbers routinely obscure the structural costs underneath.
Frequently asked
Why do corporate managers act against shareholder interests?
The principal-agent problem — formalized by Jensen and Meckling in 1976 and documented since Berle and Means in 1932 — means professional managers control firms they don't own. Monitoring and bonding costs reduce but never eliminate the gap. After 90 years of evidence, residual loss is a permanent structural cost of dispersed public corporations, not a fixable governance flaw.
Why did Cerebras stock drop after beating earnings?
Cerebras posted 92% revenue growth and $193.4 million in Q1 2026 revenue, beating consensus — but Q2 gross margin guidance of 36–38% marked a 10-point sequential drop from Q1's 46.5%. Investors focused on that margin compression warning rather than the headline beat, sending CBRS down 11% after hours.
What went wrong with Porsche's IPO promises?
Porsche's operating margin collapsed from the 17–19% range promised at its 2022 IPO to just 1.1%. The company is slimming its model lineup and deepening platform ties with VW — the opposite of the independence its IPO envisioned. Deka Investment's Ingo Speich publicly called the situation a pile of rubble at the June 23, 2025 shareholder meeting.
How many jobs did Oracle cut and why?
Oracle shed roughly 21,000 employees — about 13% of its workforce — between May 2025 and May 2026, recording $1.84 billion in restructuring costs, nearly five times the prior year's figure. Its FY2026 SEC filing cited AI deployment as a factor. In the same period, quarterly net income hit a record $3.7 billion, up 27%.
Episodes
How to calculate the unit economics that determine if a business survives
Why growing bigger usually means moving slower — the coordination cost paradoxCoordination costs in organizations scale at roughly headcount to the power of 1.5–1.8, while revenue per employee grows closer to headcount to the 0.9 — meaning the gap widens by arithmetic as companies grow, not because of bad decisions. Even well-designed frameworks like the Spotify Model relocate overhead rather than eliminate it.
Why debt is cheaper but riskier — the structural tradeoff that never disappearsDebt is structurally cheaper than equity because lenders hold senior, legally enforceable claims and interest is tax-deductible — but those same features create fixed obligations that don't flex with revenue. Private equity firms hit historic bankruptcy levels in 2024 with operations described as 'stable and ongoing,' meaning the business survived but the debt structure didn't.
Cash flow is real; earnings are an opinion — the accounting ambiguity that persistsAmgen reported net income up 88.5% and operating cash flow down 13.3% in the same quarter — both numbers correct under GAAP. Accrual accounting is designed to create this gap, not eliminate it. The divergence between earnings and cash flow from operations is the signal investors should read, not a reporting error to dismiss.
Why aligning executive pay with stock price backfired — the unintended consequencesAccelerating executive option vesting by just one year causes R&D spending to drop 5–7%, according to empirical research. Stock options, adopted widely after the U.S. 1993 tax law exempted performance-based pay from deductibility caps, create an asymmetric payoff — unlimited upside, zero personal downside — that drives short-horizon decision-making, not owner-like alignment.
How companies test whether they have pricing power — and what it reveals about durabilityPricing power is real only when a price increase holds volume without discounting — and survives after the macro tailwind ends. A key failure mode: acquisition teams assume 30–40% of value creation from untested pricing assumptions. Multi-cycle margin stability, not one inflationary year, is the credible signal.
Why public companies optimize for quarterly beats even when it destroys long-term valueAbout 80% of senior executives say they'd scrap a valuable R&D project to avoid missing a quarterly target — not because they're short-sighted, but because stock-based compensation and an accounting rule that expenses R&D immediately (while capitalizing equipment over years) make cutting research the rational choice every quarter.
Why heavy capex businesses have different growth and risk profiles than softwareHeavy capex businesses like airlines commit to fixed assets — a commercial aircraft costs roughly $150 million — before a single dollar of revenue arrives. Unlike software, those costs don't shrink when demand falls. Operating leverage cuts both ways: profits spike on the upside, but every revenue dollar lost hits the bottom line almost directly.
Why platforms with more users become exponentially harder to displaceNetwork effects create moats when each new user increases value for all existing users — but most claimed network effects are weaker than advertised. WhatsApp held 450 million users by 2014 while Telegram, with stronger privacy features, never displaced it. The real barrier is often network topology, not raw user count.
Why managers optimize for their interests, not shareholders' — the structural misalignmentThe principal-agent problem, formalized by Jensen and Meckling in 1976, creates a permanent structural misalignment between managers and shareholders: managers pursue short-termism, empire-building, and risk-avoidance because information asymmetry lets them. No mechanism — stock options, boards, or employee ownership — has ever fully eliminated these agency costs.
Why some business moats widen over time while others crumble under competitionA real economic moat is a structural barrier that makes copying a business mechanically hard — not just a performance gap. Pat Dorsey's Morningstar research identified four sources: switching costs, network effects, intangible assets, and cost advantages. A wide moat built on one fragile mechanism can collapse faster than a narrower moat spread across several.
Equifax is aggressively automating operations—doubling its AI cost-reduction goal while posting 11% revenue growth and returning $366M to shareholdersEquifax posted $1.700 billion in Q2 2026 revenue—up 11% year-over-year—yet its stock fell roughly 11% premarket as a below-consensus Q3 guide signaled that a 40% spike in U.S. mortgage revenue drove the beat, while the company doubled its AI cost-reduction target to $150 million and agreed to acquire Círculo de Crédito for $750 million.
A $110B Paramount-Skydance merger just got blocked by federal court while a $4.1B oil deal closes unimpededA federal judge halted the Paramount–Skydance and Warner Bros. Discovery merger on July 20, just 38 days after the DOJ cleared the same $110 billion deal on June 12. Judge Martínez-Olguín ruled the deal 'likely violates antitrust law,' exposing a direct conflict between federal agency approval and judicial review.
Disney layoffs now span ESPN talent, Pixar studios, and National Geographic in one coordinated pushDisney's third major layoff round under CEO Josh D'Amaro cut ESPN on-air talent including 33-year SportsCenter anchor Karl Ravech, fewer than 10% of Pixar's production and operations staff, and nearly 100 National Geographic editorial positions — all while Toy Story 5 had crossed $950 million globally and Disney's streaming business was profitable.
ESPN's $3 billion NFL Network deal is triggering on-air talent layoffs across the networkESPN's $3 billion acquisition of NFL Network, announced August 2025 and with employees transitioning April 1, 2026, triggered layoffs on July 21, 2026 that cut Karl Ravech, Ryan Clark, and others across baseball, injuries, and SportsCenter — while the NFL's 10% equity stake in ESPN, cleared by regulators in January 2026, creates a structural conflict of interest over NFL coverage.
Verizon launches $5 billion cost reset and major layoffs following Frontier deal integrationVerizon announced 13,000 layoffs — 15% of its U.S. workforce — alongside a $5 billion cost reset and a $25 billion share buyback, all following its $9.8 billion cash acquisition of Frontier Communications. The buyback alone is nearly three times what Verizon paid in cash for Frontier, raising pointed questions about whether fiber buildout to 40–50 million homes is genuinely funded.
Jio Platforms names Pankaj Pawar CEO ahead of $4 billion IPO, signaling leadership shiftJio Platforms replaced CEO Kiran Thomas with Pankaj Pawar on March 24, 2026, but disclosed the change only 87 days later in its DRHP filing. Of the ₹37,700 crore IPO, ₹27,500 crore retires Reliance Industries debt — leaving just ₹10,200 crore for growth, despite a $137 billion platform-company valuation.
JPMorgan's AI has cut certain teams by up to 40% even as banks rake in record earningsJPMorgan Chase reported a record $21.2 billion net income in Q2 2026 — up 41% year-over-year — while CEO Jamie Dimon disclosed on the same earnings call that AI had cut 30–40% of jobs in certain divisions. Consumer Chief Marianne Lake added that AI could trim operations headcount by another 10%.
Goldman Sachs posts best quarter ever as SpaceX IPO fuels 45% EPS beatGoldman Sachs posted Q2 2026 revenue of $20.34 billion — the highest in its 157-year history — with diluted EPS of $20.98, a 45% beat over analyst consensus of ~$14.49. Goldman's equities desk alone printed $7.42 billion, an all-time record for any bank division, driven largely by the SpaceX IPO, the largest in history.
Why some platforms become harder to displace as they grow — the defensibility mechanismNetwork effects — the mechanism behind roughly 70% of tech value created since 1994 — make a product more valuable to every existing user as new users join. But most platforms claiming them lack the structural exit costs (like an irreplaceable social graph) that produce genuine defensibility rather than mere inconvenience.
Vertex agreed to acquire Crinetics for $10 billion—its biggest bet in years—at $85 per share in cashVertex Pharmaceuticals agreed to acquire Crinetics Pharmaceuticals for $10 billion — $85 per share in cash — its largest-ever deal, announced July 6, 2026. The acquisition centers on PALSONIFY, FDA-approved for acromegaly in September 2025, and atumelnant, a still-investigational Phase 3 drug targeting congenital adrenal hyperplasia and Cushing syndrome.
Caterpillar acquired Skycatch to embed spatial data capture and analysis into mining operationsCaterpillar acquired drone-analytics startup Skycatch on July 7, 2026, embedding AI-powered spatial data capture into its MineStar mining platform. Skycatch's drones survey a mine site and deliver a live 3D digital twin in roughly 30 minutes — versus days for traditional survey crews — compressing a key operational bottleneck in autonomous mine management.
Microsoft cuts 4,800 jobs with Xbox losing nearly 20% of its workforce in strategic resetMicrosoft cut 4,800 jobs in 2026, with Xbox absorbing 3,200 of them — nearly 20% of its global workforce. Xbox CEO Asha Sharma wrote in an internal memo that the division lost 64 cents for every dollar invested, calling the business 'not healthy' in language precise enough to foreclose any softer story.
Major AI and tech IPOs hit the market as caution grips listings — momentum meets skepticismMomenta's Hong Kong IPO raised HK$5.89 billion with 414x oversubscription and cornerstone backing from BlackRock, Fidelity, and Mercedes-Benz — then gained roughly 1% on debut. SpaceX dropped 6.8% to $149.47 on its Nasdaq 100 inclusion day. Both cases expose a gap: primary-market signals measure participation appetite, not secondary-market conviction.
Why managers optimize for themselves instead of shareholders — the structural tensionThe principal-agent problem — where professional managers control firms they don't own — has been documented since Berle and Means in 1932 and formalized by Jensen and Meckling in 1976. Residual loss persists even after monitoring and bonding costs are paid. After 90 years of evidence, this isn't a governance flaw awaiting a fix; it's a permanent structural cost of the dispersed public corporation.
Cerebras beat Q2 earnings but stock dropped 11% on margin compression warningsCerebras Systems posted 92% revenue growth and $193.4 million in Q1 2026 revenue, beating consensus — yet CBRS fell 11% after hours because Q2 core gross margin guidance of 36–38% represented a 10-point sequential drop from Q1's 46.5%, alarming investors despite the headline beat.
Porsche abandons IPO independence vision, deepens VW ties as profitability crumblesPorsche's operating margin collapsed from a promised 17–19% at its 2022 IPO to 1.1%, and its CEO has deferred the full recovery plan to a Capital Markets Day on October 7. The company is slimming its model lineup and deepening VW platform ties — a situation Deka Investment's Ingo Speich publicly called a pile of rubble at the June 23 shareholder meeting.
Oracle cuts 21,000 jobs to fund AI deployment — the human cost of hyperscaler capexOracle shed 21,000 employees — roughly 13% of its workforce — between May 2025 and May 2026, recording $1.84 billion in restructuring costs, a nearly five-fold jump from the prior year. Its FY2026 SEC filing cited AI deployment as one factor, while quarterly net income hit a record $3.7 billion, up 27%.