A Better Newspaper

Tuesday, August 25, 2026

Front Page

The US-Canada relationship has ruptured into open economic conflict, with Trump threatening 50% auto and steel tariffs and Ottawa declaring itself 'at war.' Simultaneously, the Strait of Hormuz standoff pushed Brent above $91 as markets price in a prolonged crisis, and a veteran credit voice laid out a specific, timed thesis for stress building in leveraged software debt.

The US-Canada relationship has ruptured into open economic conflict, with Trump threatening 50% auto and steel tariffs and Ottawa declaring itself 'at war.' Simultaneously, the Strait of Hormuz standoff pushed Brent above $91 as markets price in a prolonged crisis, and a veteran credit voice laid out a specific, timed thesis for stress building in leveraged software debt.

US-Canada Trade Talks Collapse; Trump Threatens 50% Tariffs, Carney Declares Canada 'At War'
Brent Tops $91 as Hormuz Crisis Deepens and Market Prices in Prolonged Disruption
A Timed Thesis on the Software-Credit Reckoning
Anthropic's Premium Model Reportedly Losing Ground to Cheaper Rivals
Oceans Hit Hottest Temperature Ever Recorded as 'Super' El Niño Forms

USA & The World

Two developments demand attention: the collapse of US-Canada trade talks and a fresh threat of 50% auto and steel tariffs effective January 1, and an escalating US-Iran confrontation as the administration pivots to 'crushing' sanctions. Both carry direct implications for North American supply chains and energy markets.

Trump Threatens 50% Tariffs on Canadian Autos and Steel After Talks Collapse

President Trump said in a social post Monday that US tariffs on all cars, trucks, automotive parts, and steel would rise to 50% starting January 1, after trade talks with Canada collapsed over the weekend. "Build in the US and there are ZERO TARIFFS," Trump wrote, adding that Canada would "be treated like a State no longer" and calling it among "the worst Nations in the World to deal with."

Context: The US-Canada auto sector is deeply integrated under the USMCA, with parts often crossing the border multiple times before final assembly; a 50% tariff would disrupt supply chains for Detroit automakers as much as Canadian producers, and raises input costs across the sector. Watch for retaliation and for whether this is a negotiating posture ahead of the January deadline.

https://www.scmp.com/news/world/united-states-canada/article/3365102/trump-threatens-50-cent-tariffs-canadian-cars-trucks-amid-trade-row?utm_source=rss_feed

US Pivots to 'Crushing' Sanctions on Iran as Analysts See Options Narrowing

President Trump says he will impose "crushing measures" on Tehran, per Al Jazeera coverage of the escalating confrontation. Political scientist Stephen Walt argues in a separate interview that Trump has "run out of options" in the Iran conflict and that many of his policies are weakening rather than strengthening the US position.

Context: Renewed sanctions pressure on Iran bears on oil markets and Strait of Hormuz risk, through which roughly a fifth of global oil passes. Despite the escalatory rhetoric, prediction markets continue to price outright US military invasion of Iran as unlikely.

Polymarket: US invades Iran before 2027 17%

https://www.aljazeera.com/video/inside-story/2026/8/23/will-donald-trumps-new-sanctions-against-iran-work?traffic_source=rss

AI & Technology

The strategic story today is monetization, not capability: Anthropic's best-in-class model is reportedly losing users to cheaper tools, exposing the gap between benchmark leadership and business durability. Meanwhile Nvidia moves to lock down the inference layer with a dedicated accelerator, and China's competitive edge is showing up less in frontier labs than in incumbents quietly embedding AI into everyday commerce.

Anthropic's Premium Model Reportedly Struggles Against Cheaper Rivals

The Financial Times reports that Anthropic's best AI model is struggling to attract users, with cheaper tools thriving in the market instead.

Context: This is the central strategic tension of the current cycle: frontier quality is not the same as commercial durability. Anthropic has anchored its brand on being the safest and most capable coding/agentic model (Claude Code), but if price-sensitive users defect to good-enough alternatives, the moat isn't the model — it's distribution and workflow lock-in. For the reader: the money in this market may accrue to whoever owns the customer relationship and the switching costs, not whoever tops the benchmark. Watch whether Anthropic's AWS Bedrock presence and enterprise contracts insulate it, since consumer-tier stickiness looks fragile.

Nvidia Moves to Own the Inference Layer With Dedicated Agent Accelerator

Nvidia says its dedicated AI inference accelerator, the Groq 3 LPX, has entered full production, announced at Hot Chips 2026. The company describes it as a purpose-built extension to its flagship Vera Rubin data center platform, positioned to support AI agent workloads and defend Nvidia's dominance in AI compute.

Context: The strategic tell: Nvidia built its empire on training, but the recurring revenue is shifting to inference as agentic workloads scale — the compute-scarcity bottleneck that's been forecast for 2026. A dedicated inference chip signals Nvidia is defending against the exact challengers (custom silicon from cloud hyperscalers, inference specialists) who threaten it most on cost-per-token. For the reader tracking where capital flows: inference economics, not raw training FLOPs, is increasingly where commercial AI leadership will be decided.

China's AI Advantage May Be Its Incumbents, Not Its Labs

SCMP reports that beyond China's headline-grabbing 'AI tigers' like DeepSeek, Z.ai, Moonshot AI, and MiniMax, a quieter wave of consumer-facing platforms spanning e-commerce, gaming, social media, and travel are building in-house foundation models tailored to their own business ecosystems and everyday users.

Context: This maps directly to the US-China 'inference economy' divergence: while Western coverage fixates on frontier-lab parity, China's real deployment engine is distribution-rich incumbents embedding AI where transactions already happen. That's the harder position to compete with — models with a captive user base and proprietary data don't need to win benchmarks to win revenue. The Anthropic story and this one rhyme: distribution beats capability. The underbuilt niche in the West may be vertical, workflow-embedded models rather than general-purpose frontier assistants.

Jack Clark: The Differential Acceleration of Cyber, Math, and AI

In Import AI 470, Jack Clark examines the differential acceleration of cyber, math, and AI capabilities, alongside items on machine rights, automated environment generation (SPADE), and building better GPU kernels (Hawkeye).

Context: Clark (Anthropic co-founder and a leading voice on AI policy) publishes infrequently and is worth reading in full. The 'differential acceleration' framing — that some capabilities like offensive cyber and math are advancing faster than our ability to govern them — is the same tension embodied by Anthropic's withheld Claude Mythos cybersecurity model. For a reader positioning around AI governance and legal frameworks, this is the theoretical scaffolding for where dual-use regulation and enterprise procurement standards are headed.

Entrepreneurship, Business, & Markets

Two capital flows tell today's story: China's embodied-AI arms race just got a $900M shot as Xpeng's robotics unit challenges Tesla, and the picks-and-shovels layer of AI infrastructure keeps drawing smart money into optical interconnects. The theme underneath both — capital is flowing to the physical substrate of AI (robots, lasers, interconnects), not just the models.

Xpeng's Robotics Unit Raises $900M — the China Embodied-AI Bet Goes Public

Xpeng's robotics subsidiary Dogotix raised US$900 million from investors including Alibaba and IDG Capital, valuing it at US$6.3 billion — described as the largest single private-equity deal involving a Chinese robotics maker. The raise came despite Xpeng posting a widening second-quarter loss, positioning the EV maker to challenge Tesla in 'embodied AI.'

Context: The play here isn't the humanoid robot itself — it's the vertical integration thesis: EV makers already own the batteries, actuators, sensor stacks, and manufacturing scale that humanoid robotics require. Watch for the arbitrage: Western capital is priced for Tesla's Optimus as the default winner, but Chinese firms are building the same hardware supply chain at a fraction of the cost, and Alibaba writing this check signals where the domestic ecosystem thinks the margin will be.

https://www.scmp.com/business/china-evs/article/3365096/ev-maker-xpeng-set-challenge-tesla-embodied-ai-after-robotics-unit-raises-us900m?utm_source=rss_feed

Goldman and SIG Back a Laser Startup — Where the AI Infrastructure Money Is Quietly Going

Optical interconnect startup Quintessent raised $40 million in a Series A led by Cycle Capital, with Goldman Sachs, Susquehanna International Group, and Osage University Partners participating, to scale production of lasers for AI clusters. The round follows an $11.4 million seed in 2024.

Context: The bottleneck in AI data centers is increasingly moving data between chips, not the chips themselves — which is why capital is flowing into the optical interconnect layer. When trading-house money (SIG) and Goldman are early on a $40M Series A picks-and-shovels play, it's a tell that the sophisticated capital sees the interconnect layer as underpriced relative to the GPU frenzy everyone else is chasing.

https://siliconangle.com/2026/08/24/quintessent-bags-40m-to-develop-lasers-for-ai-clusters/

Podcast Highlights

Today's standout episodes dig into stress signals building in private credit and leveraged software debt, the neuroscience of motivation and why stimulants may backfire for high performers, an insider's view of money and instability in US politics, and a fast escalation in the US-Canada trade war.

High Yield Harry on PE professionals borrowing against unpaid carry

Private credit compensation has peaked, running roughly 12-18 months behind PE. Per an FT article he cites, some PE professionals expecting carry checks that never materialized are taking non-recourse loans against their future carried interest just to subsidize their lifestyles — a concrete sign of liquidity stress reaching practitioners' personal finances.

High Yield Harry on redemptions blowing past the gate in private credit funds

Well-established private credit funds are seeing redemption requests rise quarter over quarter to consistent teens-level rates against a 5% quarterly gate — evidence that many investors in the asset class are either worried or 'shouldn't have been there in the first place.'

High Yield Harry on the latent AI risk in private portfolios

He estimates software, business services, and tech-enabled services companies make up 20-35% of many private credit and PE portfolios — the exact segment AI is expected to disrupt, a risk that hasn't played out yet. Recent private credit blowups have instead come from four years of high rates stressing free cash flow.

High Yield Harry on why he'd derisk software credit now

Software credit faces a wall of 2027-2029 maturities where amend-and-extend and refi appetite is uncertain given AI competition, loss of per-seat pricing power, and higher R&D and token spend. He argues the historical 7x leverage norm is now dangerous and that he would find opportunities to get out of software exposure while conditions are still tight.

High Yield Harry on private credit bifurcating into mega-managers and 'carcasses'

Data center financing check sizes are now so large that only the top-five asset managers (Apollo-type) can participate, making them a near lender-of-last-resort. He sees the industry splitting between these mega-managers and roll-up-your-sleeves middle-market shops, with a barbell of failed firms in the smaller middle market.

Dr. Masud Husain on a man who lost all motivation from a tiny stroke

A productive finance professional in his 30s developed complete pathological apathy after two tiny bilateral strokes in the basal ganglia. He still wanted things but couldn't cross the effort barrier to act. L-dopa did nothing, but ropinirole, a D2/D3 dopamine agonist, restored his motivation within three months — new job, new girlfriend, restored self-care — demonstrating that motivation is a manipulable biological circuit and that 'wanting' can be intact while the drive to act is severed.

Dr. Masud Husain on why procrastination is an energetic cost of deciding

In fMRI, apathetic students showed greater activation in the ventral striatum and medial frontal regions than motivated students when merely deciding whether a reward was worth the effort — the paradoxical opposite of what was expected. Their brains consume more energy just to make the decision, implying that reducing decision-load through pre-planning and breaking tasks down directly lowers the barrier to action.

Dr. Masud Husain on why stimulants likely hurt high performers

Cognitive-enhancer effects follow an inverse-U curve: people starting from a low dopamine baseline may get a small working-memory boost, but high performers risk getting worse. Husain tells his students the evidence suggests they'll likely degrade rather than improve their grades by taking stimulants.

Dr. Masud Husain on why the 'dopamine hit' of doom-scrolling is a myth

Husain argues the evidence that scrolling produces 'dopamine hits' is weak. He points to a documented dissociation in addiction between wanting (pursuit, dopamine-modulated) and liking (hedonic pleasure, opioid-modulated) — meaning people can compulsively want something they don't actually enjoy, which explains why the behavior persists without pleasure.

Harvard professor on why the wealthy should worry about instability

In a debate with Tucker Carlson, the professor said that if he were a very wealthy person he would worry about the instability produced by today's combination of wealth inequality, denied political agency, and unmediated information — framing it as a stability risk more imminent than the merely 'unhealthy' quality of political discourse. He earlier laid out the preconditions of pre-1789 France — extreme wealth inequality, a chronically broke state worsened by foreign wars, and an exploding pamphlet-driven media environment — asking pointedly whether it sounds familiar.

The Daily on Canada declaring itself 'at war' with the US over tariffs

PM Mark Carney declared Canada 'at war' with the US after trade talks collapsed and the White House imposed new 50% tariffs on billions in Canadian goods. Carney vowed dollar-for-dollar retaliation on American goods starting next month; one estimate cited says 90,000 Canadian jobs could be lost. 'We cannot accept what they've offered and we will not give what they've asked,' he said.

The Daily on fully autonomous target-selecting drones emerging in Ukraine

Ukraine has been testing entirely autonomous AI systems that pick their own targets against Russian forces. A Russian drone crash in Zaporizhzhia revealed Nvidia mini computers onboard — the drone apparently targeting a gas station before killing three at an apartment building. One observer warned: 'In a few years, we will be living in a Terminator movie. It's no joke. Machines are making decisions to strike.'

From the Wider Web

Stories the Scout surfaced from the open web — sources beyond the curated roster. Worth a look, but vetted by the AI rather than hand-picked.

Hormuz Transits Fall Sharply as Tehran and Washington Squeeze Traffic

Lloyd's List Intelligence reports that Tehran's targeting of Hormuz users and Washington's blockade of Iranian ports continue to suppress traffic through the strait, though a small core group of operators remains active. Preliminary data show 73 transits between 10 and 16 August, down from 91 the previous week.

Context: Roughly a fifth of global oil consumption normally passes through Hormuz; a sustained ~20% week-over-week drop in transits is the kind of hard operational data that leads price and insurance responses rather than following them.

Brent Tops $91 After Projectile Strikes Vessel in Hormuz

A cargo vessel was struck by an unidentified projectile in the Strait of Hormuz early Tuesday local time, pushing Brent crude above $91 as risks of further regional escalation mounted, according to Oil Price via Oil & Gas 360.

Oil Market Begins Pricing in a Prolonged Hormuz Crisis

Reuters analysis argues the oil market has started to price in a drawn-out disruption at the Strait of Hormuz rather than a brief spike, a shift in how traders are treating the standoff.

Trump: No Talks With Iran Underway or Scheduled

President Trump said Tuesday there were no conversations taking place with Iran and none scheduled, per BOE Report via Oil & Gas 360. The comments come amid the ongoing Hormuz standoff, port blockade, and oil sanctions.

Trump Calls Strait of Hormuz 'American Territory'

At a rally in South Carolina, Trump called the Strait of Hormuz "an American" waterway and joked about bombing Iran, the Guardian reports, characterizing the key strategic waterway in terms that mark a rhetorical escalation over the strategic chokepoint.

Florida Estate Law Intelligence

A quiet day for Florida estate law developments. The only substantive item is a comparative-tax survey from the Tax Foundation on European estate, inheritance, and gift taxes — of limited direct application, but useful color for clients weighing cross-border planning or the appeal of Florida's no-estate-tax regime.

Two-Thirds of Europe Still Taxes Inheritances — a Contrast Worth Using at the Beach Meeting

The Tax Foundation's 2026 survey reports that 24 of the 35 European countries it covers currently levy estate, inheritance, or gift taxes. The map compiles rates and structures across the continent.

Context: Not a legal development, but useful marketing fodder: Florida imposes no state estate, inheritance, or income tax, and the federal estate tax exemption remains high — a genuine draw for retirees, snowbirds, and clients with European heirs or assets. Attorneys with clients holding foreign property should still flag foreign situs taxes and any applicable estate-tax treaties. Verify the current federal exemption figure before publishing any client-facing piece.

https://taxfoundation.org/data/all/eu/estate-taxes-inheritance-taxes-gift-taxes-europe/

Mass Tort Intelligence

Today's signals are thin — mostly consumer-deception class actions and a single-lot food recall that don't clear the bar for emerging mass tort significance. The only item warranting attention is a fresh consumer data-broker exposure story around Equifax's Work Number, which sits at the intersection of privacy litigation trends worth monitoring.

Equifax's 'The Work Number' Draws Fresh Scrutiny — Watch the Privacy-Litigation Angle

A Hacker News post surfaced Equifax's Work Number product, which functions as an employment- and income-verification database — described as a 'credit score but for your employment history.' The item drew community attention to the scope of employment and income data Equifax aggregates and sells.

Context: This is a signal, not yet a case. Equifax's Work Number aggregates payroll and salary records for a large share of U.S. workers and sells verification services; it has drawn periodic FCRA and privacy criticism, including a 2023 CFPB inquiry into employment data brokers. Worth flagging for anyone tracking the growing wave of FCRA and data-broker privacy litigation, but there is no new filing or regulatory action in this item — treat it as background monitoring only. Signal Strength: 3/10.

https://employees.theworknumber.com

Bettergoods Pistachio Nut Butter Recalled at Walmart — Single-Lot Salmonella Scare

Botticelli Foods is recalling its Bettergoods Pistachio Nut Butter over potential Salmonella contamination. The recall affects one specific lot distributed across 19 states through Walmart stores.

Context: A single-lot precautionary recall with no reported illnesses does not, on these facts, foreshadow a mass tort. Included only for completeness — no Context analysis warranted. Signal Strength: 2/10.

https://topclassactions.com/lawsuit-settlements/lawsuit-news/bettergoods-recalls-pistachio-nut-butter-from-walmart-over-salmonella-scare/

Science & Non-AI Technology

The ocean broke its all-time heat record as a 'super' El Niño takes hold — a data point with real implications for insurance, agriculture, and commodity markets. On the frontier, NASA is cleared to launch its Roman Space Telescope on Aug. 30, and astronomers have mapped dark matter using a star stream beyond the Milky Way. Meanwhile, a medical finding on how everyday drugs reshape your gut for years points toward commercially relevant biology.

Oceans Hit Hottest Temperature Ever Recorded as 'Super' El Niño Forms

Global average sea-surface temperature reached a record 21.1°C on August 22, according to Europe's Copernicus observation agency, which has tracked the metric daily since 1979. That narrowly beats the prior single-day record of 21.09°C set in March 2024. Scientists attribute the spike to climate change compounded by a powerful El Niño building in the tropical Pacific, calling it a signal of an ocean under growing stress.

Context: El Niño years reliably ripple into commodity and insurance markets — expect pressure on crop yields (cocoa, coffee, sugar, grains), stronger Atlantic storm risk repricing reinsurance, and disrupted fisheries off South America. Warmer oceans also weaken the sea's capacity to absorb heat and CO₂, which tends to accelerate the following year's warming.

https://www.bbc.co.uk/news/articles/c62m4gpnp78o?at_medium=RSS&at_campaign=rss

NASA's Roman Space Telescope Cleared for Aug. 30 Launch

NASA's Nancy Grace Roman Space Telescope has been cleared for final launch preparations ahead of a targeted August 30 liftoff aboard SpaceX's Falcon Heavy. The observatory is designed to probe cosmic expansion, the history of the universe, and distant exoplanets.

Context: Roman's wide field of view — roughly 100x Hubble's — is built to survey vast swaths of sky quickly, generating the kind of large datasets that will fuel a decade of dark energy and exoplanet research. Launching on a commercial Falcon Heavy underscores how thoroughly SpaceX has become the default backbone for flagship science missions.

https://www.sciencedaily.com/releases/2026/08/260823094140.htm

Common Drugs May Reshape Your Gut Microbiome for Years

In a study of more than 2,500 people, researchers found that common medications leave lasting imprints on the gut microbiome long after the last dose. Beyond antibiotics, the culprits included antidepressants, beta-blockers, acid-reducing drugs, and benzodiazepines, with some effects still detectable years later. The findings suggest past medication use may strongly influence which gut bacteria people carry today.

Context: The microbiome is the connective tissue linking pharma, nutrition, and diagnostics — if routine drugs durably alter it, that reframes both drug side-effect profiles and the emerging market for microbiome testing and restorative probiotics/therapeutics. For investors, it strengthens the case that 'the microbiome' is a real clinical variable, not a wellness fad.

https://www.sciencedaily.com/releases/2026/08/260824065605.htm

Astronomers Map Dark Matter Using a Star Stream Beyond the Milky Way

Researchers identified the first globular-cluster stellar stream — a faint ribbon of stars — ever found around a galaxy other than the Milky Way. Because the stars trace the host galaxy's gravity, the team used the stream to estimate how much dark matter surrounds it and how that matter is distributed. The result offers astronomers a new observational tool for probing dark matter.

Context: Dark matter has no commercial application, but understanding how it's distributed is central to whether the standard cosmological model holds — the same fundamental question new instruments like Roman and Euclid are built to attack. A new independent measurement method matters precisely because the field is starved for them.

https://www.sciencedaily.com/releases/2026/08/260823015000.htm

Classifieds

A collector-car-heavy board today, all from Bring a Trailer. The standouts: a no-reserve NAS Defender 90 you can actually drive, a purpose-built 3.2-flat-six 914 restomod, and a delivery-mileage limited-edition Thunderbird. The rest is decent metal at market — skip it.

No-Reserve NAS Defender 90 5-Speed — The One You Drive, Not Garage

A 1995 Land Rover Defender 90 NAS, one of roughly 1,700 North American-Specification examples imported for the model year, finished in Portofino Red with the 3.9L V8, five-speed manual, and dual-range transfer case. The seller has owned it since 2016, adding about 20k of the 159k miles shown, and it's offered at no reserve with a clean Carfax and clean Florida title in his name.

Context: NAS D90s have been a blue-chip appreciating asset for a decade, with clean examples routinely trading well into the $70k–$100k+ range. The no-reserve format plus higher-than-average mileage is exactly the setup that produces a relative bargain — you're buying a genuinely driveable, sorted truck rather than a trailer queen, and the title-in-hand provenance removes the usual import-paperwork anxiety.

https://bringatrailer.com/listing/1995-land-rover-defender-90-nas-101/

3.2 Flat-Six 914 Restomod — Backdate Money, Supercar Character

A 1975 Porsche 914 with GT-style modifications, powered by a retrofitted 3.2-liter flat-six with PMO EFI individual throttle bodies, a 901 five-speed transaxle, and a Quaife limited-slip differential. The engine install was said to be done by Hi Tec Automotive of San Rafael in 2008, with the GT-style bodywork by Patrick Motorsports between 2019 and 2022. It wears Gulf-style paint, GT flares, 917-style wheels, and Boxster brakes.

Context: The 914's flat-four is what suppressed values for decades; drop a proper 3.2 six with ITBs and a Quaife into one and you've built something that punches far above a Cayman on feel and rarity. The work here is credited to two respected shops, which matters — a well-documented six-cylinder conversion costs a fortune to replicate, and this one is done.

https://bringatrailer.com/listing/1975-porsche-914-115/

7k-Mile 50th Anniversary Thunderbird — Time-Capsule Modern Classic

A 2005 Ford Thunderbird, #38 of 1,500 50th Anniversary models — all finished in Cashmere Tri-Coat over cashmere leather — showing just 7k miles. It runs the 3.9L V8 with a five-speed automatic and comes with the matching removable hardtop, power soft top, hardtop stand, wind deflector, and owner's manual. Sold new in Missouri and registered there until 2018.

Context: The retro Thunderbird was a slow seller when new and has traded flat for years, but a genuine sub-10k-mile numbered anniversary car with all accessories is the exact spec that outperforms the pack. These are still cheap on a replacement-cost basis, and delivery-mileage special editions are the copies that eventually lead the market when a nameplate finds its audience.

https://bringatrailer.com/listing/2005-ford-thunderbird-119/

The Ideator

Two forces converge today: capital is fleeing software credit and pouring into the physical substrate of AI (robots, lasers, interconnects), while the Hormuz crisis and a new tariff war are repricing energy and North American supply chains — meaning the durable edge lies in physical, tangible, hard-to-disrupt assets.

Business Idea: Structure a Short on 2027-2029 Software Credit Ahead of the AI Reckoning

The Ideator

High Yield Harry laid out a specific, timed thesis: software, business-services, and tech-enabled companies make up 20-35% of many private credit and PE portfolios, carry a dangerous 7x leverage norm, face a wall of 2027-2029 maturities, and are the exact segment AI is about to gut through lost per-seat pricing power — all while redemptions are pushing past fund gates and refi appetite is uncertain. The actionable move for an investor with capital and legal sophistication is to structure asymmetric downside exposure now, while conditions are still tight and spreads haven't repriced: buy protection on BDC and private-credit-heavy names, short syndicated software-loan indices or the equity of over-levered SaaS roll-ups facing near-term maturities, and simultaneously position long on the physical AI substrate winners (optical-interconnect and inference-hardware suppliers like the Quintessent/Nvidia layer) that today's capital flows are validating. The trade is a barbell: short the fragile, AI-disruptable, over-levered software debt; long the picks-and-shovels hardware that even a downturn keeps funding.

Stoic Thought

Marcus Aurelius

“Let nothing be done rashly, and at random, but all things according to the most exact and perfect rules of art.” — Marcus Aurelius, Meditations, THE FOURTH BOOK