The hottest Finance Substack posts right now

And their main takeaways
Category
Top Finance Topics

Roundup #79: The revenge of macroeconomics

Noahpinion • 19706 implied HN points • 17 Mar 26
đź’° Finance Macroeconomics Fiscal policy Monetary Policy Inflation Public Debt Energy markets International Trade Technology
  1. Large government borrowing can contribute to higher inflation when monetary policy accommodates it, so deficits and fiscal policy matter for price stability.
  2. If AI makes answers effortless, people may lose the incentive to learn and the shared stock of general knowledge could shrink, though AI’s errors might occasionally produce new discoveries.
  3. Blocking key shipping chokepoints like the Strait of Hormuz pushes up oil and commodity prices, raising inflation and damaging oil‑using industries even as some producers profit.

90% of the Law

Doomberg • 8591 implied HN points • 10 Mar 26
đź’° Finance Commodities Energy markets Oil & Gas Geopolitics Global Trade Macroeconomics Market risk
  1. The war in Iran is rattling energy markets, sending crude, LNG, coal, and refined fuel prices sharply higher and creating volatile moves like the Brent–WTI spread swinging to parity and back.
  2. China has told refiners to halt diesel and gasoline exports to prioritize domestic needs, a move that will likely cause regional shortages and big price gaps for refined fuels if Middle East flows stay disrupted.
  3. The US is a major oil producer and net exporter, so its refineries will run harder and raise demand for WTI; but such price spikes usually trigger short-term economic contraction and longer-term boosts to crude supply alongside fractured, protectionist energy markets.

Lawler: Update on MBS Yields and Spreads

CalculatedRisk Newsletter • 239 implied HN points • 23 Mar 26
đź’° Finance Fixed income Treasuries Interest Rates Volatility Monetary Policy
  1. Current-coupon agency MBS yields surged about 63 basis points since late February to roughly 5.44%, marking the largest three-week increase since October 2024 and the highest level since August 2025. This repricing followed global bond-market adjustments tied to the Iran War.
  2. MBS spreads to Treasuries widened significantly, with CCMBS/10-year near 105 bp and CCMBS/7-year near 124 bp, reaching their widest levels since December 2025. The spread widening largely reflects a sharp rise in actual and implied interest-rate volatility (MOVE Index).
  3. Treasury yields moved most in the belly of the curve, and the yield curve is now monotonically increasing from 6 months out to 20 years for the first time since May 2022. This indicates a broad shift toward higher medium- and longer-term yields.

Can Your Pension or Retirement Money Get Lost in the Bermuda Triangle?

TK News by Matt Taibbi • 1620 implied HN points • 20 Mar 26
đź’° Finance Investing Retirement Pensions Private Credit Markets Asset management Systemic Risk AI Impact
  1. A lot of ordinary people’s pension and retirement money has been funneled into private credit funds and insurance vehicles, not just Wall Street elites.
  2. A sudden AI-driven selloff in software stocks — after new language models showed software engineering can be automated — slammed software valuations and spread stress through the private credit market.
  3. Because these funds are opaque and marketed as safe, everyday savers may not realize their long-term security is exposed to a hidden, potentially huge blowup.

Portfolio Review - October 2024

The Wolf of Harcourt Street • 339 implied HN points • 01 Nov 24
đź’° Finance Investing Stock Market Financial Analysis Market Trends Portfolio Management
  1. The portfolio reached a new all-time high in value, showing strong overall performance this month. This indicates good investment decisions in the recent past.
  2. Several key companies, like Visa and Meta, reported better-than-expected earnings, reinforcing their growth potential. These results contributed positively to the portfolio's success.
  3. InPost and Nubank remain as targets for investment, reflecting strategies to capitalize on their future performance. Keeping an eye on their stock movements can lead to profitable opportunities.
Get a weekly roundup of the best Substack posts, by hacker news affinity:

The Smarter Way To Bet On Anthropic And OpenAI

QTR’s Fringe Finance • 15 implied HN points • 25 Mar 26
đź’° Finance Venture Capital Valuation Investing Public Markets Private Equity Tech Investing
  1. Paying 15Ă— NAV for VCX just to get Anthropic exposure is an insanely rich valuation.
  2. There are multiple far better options to gain exposure to Anthropic and OpenAI than overpaying for VCX.
  3. If you insist on paying extreme multiples, at least structure the deal so you also get a well-known legacy business alongside the AI bet.

Duration Risk

Doomberg • 5884 implied HN points • 03 Mar 26
đź’° Finance Energy markets Commodities Oil & Gas Market risk Macro Geopolitics
  1. Social media and algorithms are amplifying propaganda about the war, feeding half-truths and shaping public opinion toward narrow narratives.
  2. Politicians are quick to use war-related shocks as political ammunition, blaming opponents for immediate pains like rising gas prices.
  3. The conflict has already moved energy markets sharply—Brent/WTI spreads, LNG prices, and coal all jumped in days—so short-term price action is a key signal for how broader economic fallout may unfold.

Plumbing Notes: War & Plumbing

Concoda • 383 implied HN points • 11 Mar 26
đź’° Finance Monetary Policy Foreign Exchange Capital Markets Interest Rates Sovereign Risk Global Markets
  1. The Middle Eastern conflict is splitting dollar funding markets: onshore rates are being pushed down by flight‑to‑safety flows while offshore demand for dollar hedges is widening cross‑currency bases.
  2. U.S. policy is reinforcing a unipolar security order, which pushes adversaries to try to destabilize global trade and the dollar rather than confront U.S. power directly.
  3. Markets are likely to feel a slow, persistent drag from the conflict, with weak risk appetite and little expectation that the Fed or government will aggressively backstop a rally.

War Dashboard

Doomberg • 7567 implied HN points • 01 Mar 26
đź’° Finance Energy markets Commodities Market volatility Geopolitics Insurance
  1. A major conflict in the Middle East has started and energy markets are likely to move sharply when futures trading opens tonight.
  2. Signs like a potential Strait of Hormuz shutdown and insurers pulling tanker coverage point to real supply risk, so energy prices will probably rise significantly.
  3. Markets act as real-time sensors that cut through social media noise, so watching prices and trading activity is the best way to infer what’s actually happening on the ground.

The Citrini post is just a scary bedtime story

Noahpinion • 25471 implied HN points • 24 Feb 26
đź’° Finance Macroeconomics Markets Investing Corporate Finance Labor markets Monetary Policy
  1. AI could upend many white-collar and service jobs and business models, but how far that disruption goes is uncertain and hotly debated.
  2. Scary AI scenarios can quickly spook investors and move stock prices, often driven more by sentiment than by new hard evidence about company risks.
  3. A large-scale economic crash from AI-driven disruption is theoretically possible—for example if many firms fail and trigger a financial crisis—but that outcome seems unlikely and the exact mechanism is unclear, and there are tools to respond if it happens.

The Bear Cave #316

The Bear Cave • 1679 implied HN points • 08 Mar 26
đź’° Finance Markets Corporate Investing Crypto Governance Regulation
  1. An activist report claims Ethereum’s recent Fusaka upgrade damaged ETH tokenomics and enabled wallet "poisoning" scams, raising questions about on-chain activity and firms holding large ETH treasuries.
  2. Multiple high-profile resignations and board departures were announced across several companies, pointing to governance and leadership instability that could unsettle strategy and investor confidence.
  3. Media and market checks are ramping up: investigations highlight risky marketing targeting retail investors, local newsrooms are adopting AI to cut costs and expand coverage, and M&A activity continues with deals like the sale of Care.com.

February 2026 Erdmann Housing Tracker Update

Erdmann Housing Tracker • 147 implied HN points • 24 Mar 26
đź’° Finance Housing Real Estate Inflation Monetary Policy Macroeconomics Public Policy
  1. Inflation excluding rent has tracked very closely to a 2% trend for nearly four years.
  2. Rent inflation is starting to moderate, and if building more new homes remains legal it should continue easing, which would reduce pressure on the Fed.
  3. Past housing supply constraints pushed policy toward being too tight, and continued rent moderation could flip that bias toward being too loose; a congressional ban on new single-family rentals would be far more damaging to housing supply.

The 'Blame Game' In Private Credit Begins...

QTR’s Fringe Finance • 23 implied HN points • 24 Mar 26
đź’° Finance Private Credit Debt Markets Liquidity Risk Credit Ratings Market structure Risk management
  1. The private credit market isn’t acting normally right now — it’s a liquidity event.
  2. That liquidity event is beginning to turn into a broader problem where participants are starting to point fingers and a 'blame game' is emerging.
  3. The full write-up is behind a paywall and is available only to paid subscribers.

The Boomcession: Why Americans Hate What Looks Like an Economic Boom

BIG by Matt Stoller • 49161 implied HN points • 31 Jan 26
đź’° Finance Macroeconomics Monetary Policy Banking Consumer spending Income Inequality Corporate Profits
  1. Aggregate statistics like GDP and headline consumer spending can show a booming economy even when most people feel worse off, because growth is often concentrated in corporate profits and high-end sectors. This mismatch means the economy can look healthy on charts while ordinary households experience recessionary conditions.
  2. A growing share of measured consumer spending is non-discretionary or imputed (for example, bank 'fees' baked into low deposit rates, housing, and health care), so higher spending often reflects higher costs rather than more or better consumption. That creates spending inequality where poorer people’s dollars buy less than wealthier people’s dollars.
  3. Market power and monopoly pricing are driving inflation and redistributing gains away from working people—firms exploit weak competition (like banks not competing on deposit rates) and consolidation raises prices for vulnerable areas. Measuring welfare properly requires subgroup-specific metrics and accounting for price discrimination and monopoly-driven cost increases.

Another Morning, Another Private Credit Fund Seizes Up

QTR’s Fringe Finance • 23 implied HN points • 24 Mar 26
đź’° Finance Private Credit Asset management Fundraising Liquidity Risk Debt Markets Institutional Investors Risk management
  1. Large private credit funds are imposing withdrawal limits or capping redemptions, and multiple firms are now doing the same.
  2. Those limits make private credit less attractive to wealthy investors who value liquidity, so demand from that group may fall.
  3. Analysts expect these developments will slow fundraising across the private credit industry as investors become more cautious.

Everyone's Talking About Lululemon ($LULU) Earnings. Nobody's Looking at This. | PULSE Framework

Behavioral Value Investor • 81 implied HN points • 24 Mar 26
đź’° Finance Valuation Investing Stocks Equity Research Portfolio Management
  1. Lululemon has consistently positive and rising economic profits and free cash flows, which points to a high-return, growing business.
  2. The company carries almost no net debt so financial leverage is low, though retail lease obligations should be reviewed as a form of off‑balance debt.
  3. Valuation appears attractive with a smoothed free cash flow yield near 7% and an EV cap rate around 10%, so the stock merits further research.

International financial anarchy

Noahpinion • 27294 implied HN points • 01 Feb 26
đź’° Finance Monetary Policy Reserve Currency Foreign Exchange Central Banking Commodities Cryptocurrency
  1. Gold has re-emerged as the main safe-haven asset, with central banks and investors buying it, while Bitcoin has not behaved like “digital gold” during recent turmoil.
  2. The dollar’s international roles — payments, reserves, and collateral — are distinct, and because currencies can be swapped quickly, using the dollar for payments doesn’t necessarily force large reserve holdings; building non-dollar payment systems makes de-dollarization easier.
  3. China’s push to expand yuan payments and accumulate gold could enable a challenge to the dollar, but China hasn’t shown a clear desire to replace it, and a change in reserve currency wouldn’t automatically revive U.S. manufacturing — policy choices matter more.

Do Commodities Get Cheaper Over Time?

Construction Physics • 26515 implied HN points • 22 Jan 26
đź’° Finance Commodities Energy Agriculture Metals Inflation Markets Economic History
  1. Over long periods most commodities—especially agricultural products and many minerals—have become cheaper in real terms because production technologies and processes improved and scaled up.
  2. In the last few decades that trend has weakened or reversed: oil, natural gas, beef, pork, and many crops have tended to rise in price since about 2000.
  3. Whether a commodity gets cheaper over time depends on how much its production can be automated and expanded (which pushes prices down) versus being limited by depletion, extraction difficulty, cartels, policy, or demand shocks (which push prices up).

The "Home ATM" Mostly Closed in Q4

CalculatedRisk Newsletter • 220 implied HN points • 20 Mar 26
đź’° Finance Real Estate Mortgages Household Debt Home Equity Economic Indicators Macroeconomy
  1. Mortgage equity withdrawal was only slightly positive in Q4. Mortgage debt rose about $99 billion, indicating homeowners only modestly tapped home equity.
  2. Mortgage debt as a share of GDP is about 43.8%, well below the housing‑bubble peak, so most homeowners still have large equity cushions (homeowner equity around 71%).
  3. Much of the increase in mortgage debt likely reflects home purchases and routine changes like principal payments or debt write‑offs, so true cash‑out borrowing is limited and the 'home ATM' remains mostly closed.

What happens if the world pulls its money out of America?

Noahpinion • 30647 implied HN points • 24 Jan 26
đź’° Finance International Finance Capital flows Bond Markets Exchange rates Monetary Policy Sovereign Risk
  1. Aggressive political moves and tariff threats can spook investors, causing them to sell U.S. bonds and stocks so Treasury yields rise and the dollar falls.
  2. When investors move money out of the country — capital flight — it raises U.S. borrowing costs and can hurt American living standards by making financing more expensive and the economy weaker.
  3. If leaders repeatedly only back down after markets panic, they encourage ever-bolder threats that erode confidence in the U.S. as a safe haven and increase the risk of a sustained loss of investor trust.

Carnage In Private Credit Just Got Worse

QTR’s Fringe Finance • 33 implied HN points • 23 Mar 26
đź’° Finance Private Credit Credit Markets Liquidity Risk Asset management Fixed income
  1. When multiple large funds start limiting withdrawals at the same time, it’s a clear red flag that private credit is under serious stress.
  2. Credit markets just got worse very recently, indicating conditions are deteriorating quickly beneath the surface.
  3. Big headlines and feel-good market rallies can mask these problems, leaving investors distracted while credit strains build.

Lawler: Some Observations on the February Existing Home Sales Release

CalculatedRisk Newsletter • 258 implied HN points • 19 Mar 26
đź’° Finance Housing Real Estate Monetary Policy Interest Rates Macroeconomics Economic data Central Bank
  1. The National Association of Realtors moved its monthly existing-home sales release earlier in the month, and that earlier timing has likely caused larger-than-normal revisions to their monthly sales estimates.
  2. Based on state and local realtor/MLS data, February’s annualized sales rate is likely to be revised down slightly to about 4.03 million, while the year-over-year median single-family home price for February will probably be revised up to around 1.0%.
  3. FOMC dot plots now show over half of participants see the long-run federal funds rate above 3%, a big shift since 2021, even though all participants still assume long-run inflation will be 2% despite current inflation being higher.

State Credit Ratings and A State Treasurer

Points And Figures • 346 implied HN points • 20 Mar 26
đź’° Finance Public Finance Credit Ratings Fiscal policy Debt Markets State government
  1. A state's credit rating mainly depends on economic fundamentals like tax revenues, revenue diversification, and demographic trends, not on who holds the treasurer's office or short-term investment returns.
  2. Nevada's Aa1 rating reflects strong reserves, liquidity, and population growth, but heavy reliance on gaming and tourism plus water limits keep it from the top Aaa tier, so diversification and secure water rights are crucial.
  3. A skilled treasurer still matters for debt issuance because experience, credibility, and investor relationships help price bonds better, move deals faster, and lower the state's borrowing costs.

New Home Sales Decline Sharply to 587,000 Annual Rate in January

CalculatedRisk Newsletter • 239 implied HN points • 19 Mar 26
đź’° Finance Real Estate Housing Macroeconomics Market Data Construction Home Sales
  1. New home sales fell sharply to a 587,000 annual rate in January, down 17.6% from December and 11.3% from a year earlier, with recent months revised lower.
  2. Housing inventory and months' supply have risen — supply is about 9.7 months now, well above the 4–6 month normal range, with completed homes and 'not started' units notably elevated.
  3. The median new home price is about 13% below its peak, largely because the mix of homes sold has shifted toward lower-priced or different types of units.

The Bear Cave #315

The Bear Cave • 1492 implied HN points • 01 Mar 26
đź’° Finance Equities Investing Activism Short selling Corporate Governance Executive Changes Market research
  1. Multiple activist and short-seller reports this week accuse several companies of overvaluation, accounting tricks, regulatory or safety issues, and overstated asset quality.
  2. A string of high-profile departures — especially CFOs — at smaller public companies suggests notable leadership turnover and potential instability in those businesses.
  3. The newsletter highlights a flurry of social media posts and screenshots, showing that tweets and public reports are driving market narratives and investor attention.

Some disconcerting facts about AI and banking that may have profound consequences

Marcus on AI • 9406 implied HN points • 10 Feb 26
đź’° Finance Banking Debt Markets Capital Markets Systemic Risk Corporate Finance Tech investment
  1. Generative AI is expensive and often unreliable, so many big corporate investments are not delivering the expected returns.
  2. Banks and lenders are financing a massive AI and data-center buildout, creating large debt exposure that could spill over into broader financial stress if those investments sour.
  3. The current LLM-focused approach probably won’t produce the promised productivity gains, meaning economic and social pain is likely until more reliable forms of AI are developed.

Monopoly Round-Up: The Slow Death of Banking in America

BIG by Matt Stoller • 22231 implied HN points • 19 Jan 26
đź’° Finance Banking Crypto Regulation Payments Capital Markets Antitrust
  1. A bitter fight between crypto firms and community banks over whether stablecoin platforms can pay interest (called “rewards”) forced a Senate Banking markup to be canceled, creating a stalemate that could decide where consumer deposits live.
  2. Crypto moved from utopian talk to a pure speculation industry with massive political muscle, pushing for deregulation and access to banking privileges that would let exchanges compete for cheap deposits and evade traditional rules.
  3. Decades of deregulation and consolidation have hollowed out local banks and left a few giant institutions, meaning communities risk losing local credit and the state may need to play a much bigger role in directing lending.

Top Links 1035 Chinese and American fiscal exceptionalism. How the UK ended coal & Keynes on the "short run", in which we are "still alive”.

Chartbook • 729 implied HN points • 08 Mar 26
đź’° Finance Fiscal policy Macroeconomics Public Finance Economic History Energy Policy
  1. China and the United States each diverge from the average OECD fiscal structure, but they do so in opposite directions.
  2. There is coverage of how the UK ended coal, tracing the policies and shifts that led to coal’s decline.
  3. The piece revisits Keynes’s view of the 'short run', highlighting his comment about being 'still alive' and its implications for policy.

Goldman Sachs Thinks We Will Have A Decade-Long Bear Market — I Disagree With Them

The Pomp Letter • 839 implied HN points • 22 Oct 24
đź’° Finance Investments Market Trends Economic Policy Debt Management Predictions
  1. Goldman Sachs predicts a long bear market for the next decade, but some believe we're actually in a bull market. Data suggests stocks could do well in the near future.
  2. The U.S. is facing a significant increase in national debt, which affects the economy. This surge in debt could lead to currency devaluation.
  3. Long-term, the impact of currency debasement will overshadow other economic factors, like stock valuations. It’s important to stay aware of these financial trends.

The Fed's Secret Confession: The Beige Book Reveals a Troubling US Economy

COVID Reason • 436 implied HN points • 25 Oct 24
đź’° Finance Economic Trends Market Analysis Central Banks Consumer behavior Global Economy
  1. The recent Beige Book shows that the U.S. economy is actually slowing down, not improving. Many regions reported economic decline, especially in manufacturing.
  2. There are rising concerns about job security and consumer spending. People are cutting back on spending due to financial worries and many companies are freezing hiring.
  3. Global economic issues are also affecting the U.S. market. Weak demand for products and looming recession signals are worrying for businesses and consumers alike.

Issue #150: X Money Gets a Launch Date, Revolut Finally Gets Its UK Banking Licence, And SumUp Eyes a European IPO

Fintech Radar • 12 implied HN points • 17 Mar 26
đź’° Finance Fintech Payments Banking Regulation IPOs Venture Capital Startups Cross-border
  1. X Money is launching soon with peer-to-peer transfers, a Visa debit card, and an aggressive ~6% yield, using X’s massive user base to cheaply build a deposit business.
  2. Revolut has won a full UK banking licence, unlocking lending and FSCS deposit protection so it can finally monetise its 13 million UK customers beyond interchange and FX.
  3. SumUp is courting banks for a European IPO in London, Amsterdam, or Frankfurt, which suggests profitable payments infrastructure companies might lead a new fintech listing wave even as public markets stay cautious.

A Flywheel of Chaos

QTR’s Fringe Finance • 30 implied HN points • 23 Mar 26
đź’° Finance Monetary Policy Central Banks Fiscal policy Geopolitics Energy markets Asset allocation Macro trends
  1. The Federal Reserve is pursuing a modest, gradual expansion of its balance sheet so far, and a truly large round of monetary printing would likely mean multi‑trillion dollar measures rather than the current pace. This gradual path could be forced higher by major shocks like recession, financial war, or kinetic war.
  2. The war with Iran and the partial closure of the Strait of Hormuz have already pushed energy prices up and raised the risk of sustained supply shocks, stagflation, and rising Treasury yields. If those energy and financial stresses cascade, they could drive much larger fiscal deficits and a bigger Fed balance sheet response.
  3. Given the elevated risk of stagflation and political/financial cascades, prioritizing scarce, high‑quality assets and commodities while holding cash equivalents makes sense; a three‑pillar approach (profitable equities, commodities/hard money, and cash) offers better balance than a simple 60/40 in this environment.

The Bear Cave #314

The Bear Cave • 1796 implied HN points • 22 Feb 26
đź’° Finance Markets Equities Activism Corporate Governance Short selling
  1. Activist and research reports claim some companies are overstating businesses or data, pointing to possible accounting issues, overvaluation, and opaque loan-sale practices.
  2. A wave of recent executive departures highlights governance and operational stress across industries, from crypto firms and manufacturers to a major hotel board member stepping down after scandal-linked revelations.
  3. Market dynamics are shifting fast: AI hype and record-fast startup growth are changing how investors act, while new trading venues and strains in private credit liquidity are adding fresh risks and opportunities.

Chartbook 434 Back to the 1970s (again) - Trump and the balance of payments.

Chartbook • 1845 implied HN points • 23 Feb 26
đź’° Finance International Finance Trade policy Exchange rates Economic History Capital flows Monetary Policy
  1. The 1974 Trade Act’s talk of a “balance-of-payments deficit” comes from the Bretton Woods era when reserve outflows mattered, so that framing doesn’t fit today’s floating-rate, fiat-dollar system and the U.S. isn’t facing a reserve-run-out problem.
  2. The law also cites “fundamental international payments problems” and “disequilibrium”; the U.S. doesn’t have classic payments problems because it issues the global currency, but claiming an international disequilibrium is a more plausible legal route to justify tariffs.
  3. Relying on 1970s emergency statutes to impose tariffs reflects a recurring return to 1970s crisis rhetoric and political constraints, and any such tariff move is likely to be legally and economically contested.

Top Links 1031 The gas price shock. Vietnamese coffee for the GDR. The completely political Keynes. Paraprosdokian.

Chartbook • 615 implied HN points • 04 Mar 26
đź’° Finance Macroeconomics Monetary Policy Energy markets Commodities Economic History Global Trade
  1. Natural gas prices have surged recently, which is worrying for energy markets, but the spike is still far below the peak seen in 2022.
  2. The links highlight surprising historical and cultural connections—like Vietnamese coffee showing up in the GDR—illustrating how global trade and culture produce unexpected encounters.
  3. Economic ideas are presented as political choices, emphasizing that Keynesian policies and similar approaches are shaped by politics as much as by theory.

Part 2: Current State of the Housing Market; Overview for mid-March 2026

CalculatedRisk Newsletter • 205 implied HN points • 16 Mar 26
đź’° Finance Real Estate Mortgages Housing Interest Rates Home Prices Market Trends Macroeconomy
  1. Home sales are very low and months-of-supply is above pre-pandemic levels, which is putting downward pressure on prices, though not triggering a crash because most homeowners hold substantial equity and many have low mortgage rates.
  2. Mortgage rates first fell briefly but have moved up to seven-month highs, and geopolitical uncertainty plus stock market weakness are hurting buyer demand and could further weaken sales.
  3. Price indexes show only modest year-over-year gains (around 1–2%) with small month-to-month rises, but the trend is slowing and the Case-Shiller data has a lag that may understate current price pressure.

Eventually, Reality

QTR’s Fringe Finance • 27 implied HN points • 22 Mar 26
đź’° Finance Equities Valuation Investing Capital Markets Corporate strategy Auto industry
  1. Tesla has repeatedly defied conventional valuation rules, behaving more like a high‑growth tech platform than a cyclical automaker, and investors who bet against it have often been wrong.
  2. Its valuation is extremely high compared with fundamentals, with much of the bull case resting on future bets like robotaxis and humanoid robots while the core car business shows signs of slowing.
  3. The gap between narrative and reality is closing, and Tesla may not be able to rely on storytelling alone to justify its lofty price going forward.

You Pick the Stock. I'll Run the Vitals.

Behavioral Value Investor • 104 implied HN points • 20 Mar 26
đź’° Finance Investing Stocks Valuation Research Portfolio Education
  1. A new weekly video called Subscriber PULSE Check will screen three or four subscriber-submitted tickers each Friday, with the host opening the PULSE template on camera and walking through the analysis.
  2. PULSE is a quick triage tool that anchors on hard historical financials—like economic profits, underlying free cash flow, leverage, smoothed FCF yield, and EV cap rates—to decide if a stock deserves deeper research.
  3. Everyone can watch the episodes for free, but only paid subscribers can submit tickers (submissions stay in a queue if not picked), and the regular free Tuesday PULSE articles will continue.

Heed The Warning

QTR’s Fringe Finance • 48 implied HN points • 21 Mar 26
đź’° Finance Investing Markets Corporate Governance Regulation Risk management Due Diligence
  1. Short-seller reports often uncover real governance, accounting, or export-control problems and should be read carefully because they can presage legal or financial trouble.
  2. Markets can ignore detailed warnings for a long time, but risks can suddenly materialize and cause violent repricing, as seen in past cases.
  3. Treat evidence-based short research as basic risk management — don’t blindly follow it, but don’t dismiss it either; engage with the facts and ask tough questions.