The hottest Industry Substack posts right now

And their main takeaways
Category
Top Technology Topics

Takamoto and Disney and the War

Animation Obsessive • 19733 implied HN points • 02 Mar 26
🎨 Art & Illustration Industry
  1. He endured Japanese American internment as a young man and used his drawing talent to get a start at Walt Disney after the war.
  2. At Disney he became a meticulous cleanup and quality-control artist who refined key characters and kept films visually consistent, shaping looks like Lady and Aurora.
  3. He later moved to Hanna-Barbera, where he designed iconic TV characters (most famously Scooby-Doo) and left a lasting legacy in animation.

Anthropic vs. DoW #5: Motions Filed

Don't Worry About the Vase • 1926 implied HN points • 18 Mar 26
🕹 Technology Industry
  1. Anthropic is suing the government over a broad "supply chain risk" designation, and it's unclear whether a court will grant the emergency restraining order they seek despite strong support from many tech firms.
  2. The government is arguing that firms' ethical limits make them a sabotage risk and has pressured contractors to stop using Anthropic, which looks like retaliation and skipped normal debarment procedures.
  3. A government win or forced "all lawful use" contract terms could remove safety guardrails, set a precedent to coerce other companies, and enable future censorship or misuse while laws and procurement rules lag behind.

How AGI-is-nigh doomers own-goaled humanity

Marcus on AI • 9485 implied HN points • 02 Mar 26
🕹 Technology Industry
  1. Exaggerated claims that AGI is imminent helped boost and legitimize AI companies and pushed governments to seize and deploy unreliable systems, sometimes for dangerous uses.
  2. Current large language models still have major weaknesses — they hallucinate, struggle with reasoning, planning, and stable world models, and lack principled fixes — so they are far from trustworthy AGI.
  3. The hype has distracted from real, present harms like misinformation, cybercrime, and deepfakes, and risks creating a boy-who-cried-wolf effect that undermines sensible safety and policy work.

Luckin Out to Starbuck's Misfortune

Snaxshot • 519 implied HN points • 29 Oct 24
🍲 Food & Drink Industry
  1. Luckin Coffee is gaining an edge over Starbucks, showing how competition in the coffee market can change quickly.
  2. There’s a rising trend for health-focused drinks, like pre-biotic cocktails, which mix wellness with socializing.
  3. More quick-service restaurants are using GLP-1, a drug for weight loss, to attract customers seeking healthier options.

Top Links 1040 Tax the billionaires. America's first new refinery in half a century. The economy as strategy. Cancer odds.

Chartbook • 472 implied HN points • 13 Mar 26
📰 News Industry
  1. There’s a growing push to tax billionaires through a wealth or "billionaire" tax to raise revenue and address inequality.
  2. America is building its first new oil refinery in about half a century, signaling a shift in energy and industrial policy priorities.
  3. Policymakers are increasingly treating the economy itself as a strategic tool, using economic measures to pursue geopolitical and domestic objectives.
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Links For February 2026

Astral Codex Ten • 16656 implied HN points • 05 Feb 26
🕹 Technology Industry
  1. AI is the central theme: there are active debates about alignment and safety, evidence of real failures (and fixes), messy regulatory and political fights, and updated timelines that push major capabilities a few years out.
  2. Medical research and drug trials suffer from perverse incentives and excess cost; experts propose government-funded "high-leverage" trials to test unpatentable or off-patent treatments, which could save public money and improve care.
  3. Tech, culture, and policy are in flux: public belief in ideas like the lab-leak theory is shifting, platform and influence-politics are shaping discourse, and surprising innovations and controversies keep popping up from urban transport to casting choices.

Let’s be honest, Generative AI isn’t going all that well

Marcus on AI • 15532 implied HN points • 12 Jan 26
🕹 Technology Industry
  1. Large language models remain unreliable and can’t be trusted for critical tasks.
  2. Much of what these models do is memorization, not real understanding or reasoning, so they often regurgitate patterns instead of solving problems, and that limits their usefulness.
  3. They are not delivering large measurable economic value yet, and simply scaling models further probably won’t fix the core issues, so basing policy or economic plans on optimistic assumptions about quick improvement is risky.

Six (or seven) predictions for AI 2026 from a Generative AI realist

Marcus on AI • 20196 implied HN points • 20 Dec 25
🕹 Technology Industry
  1. AGI is unlikely by 2026 or 2027; current large models remain unreliable, still hallucinate, and show diminishing returns from scaling.
  2. Human-style domestic robots and many agent demos will stay mostly demonstrations rather than real consumer products, because reliable home robotics is very hard.
  3. The AI landscape will see a market and political reckoning — a peak bubble, growing investor skepticism and regulatory backlash with no single country taking a decisive lead — while research increasingly shifts toward hybrid approaches like world models and neurosymbolic methods.

How AI Will Erase Entire Industries Without Automating Them

The Algorithmic Bridge • 658 implied HN points • 12 Mar 26
💼 Business Industry
  1. Automating tasks inside an existing system usually doesn’t kill jobs; whole roles disappear when a new paradigm makes those tasks pointless.
  2. Treating AI like a drop‑in replacement (ATM thinking) overestimates its short‑term impact because AI is unreliable, struggles with edge cases, and institutions resist replacing humans.
  3. The real disruptive path is designing new businesses and systems around AI from scratch, creating ‘zero‑man’ models that make entire jobs or industries irrelevant.

Closing Out 2025

Animation Obsessive • 17222 implied HN points • 19 Dec 25
🎨 Art & Illustration Industry
  1. Focusing on human-made craft in animation offers a meaningful alternative to generic, AI-driven content and keeps attention on artistic skill.
  2. Highlighting artists who work with materials like oil, sand, paper, wool, or metal pins shows how creative techniques and perseverance matter even when industry and politics make things harder.
  3. Celebrating concrete wins, growing an audience, and sharing work freely during hard times helps sustain the creative community, while planned breaks and continued effort keep the project viable for the future.

Breaking: Marcus weighs in (mostly) for LeCun

Marcus on AI • 12291 implied HN points • 06 Jan 26
🕹 Technology Industry
  1. Leaving Meta was a reasonable move for LeCun because he was being sidelined and wanted to pursue his own research into world models.
  2. Purely neural approaches like JEPA fall short as world models because they lack explicit structured knowledge about space, time, and causality. Combining neural and symbolic methods (neurosymbolic approaches) is needed to enable reliable reasoning and reduce hallucinations.
  3. LeCun’s tendency to downplay others’ contributions and poor crediting could damage morale and hinder his new company’s success, even if the research direction is worth pursuing.

The Roots of China's Animation Boom

Animation Obsessive • 1973 implied HN points • 06 Feb 26
🎨 Art & Illustration Industry
  1. A recent attempt to retire Adobe Animate was reversed after strong creator pushback, showing how important Flash-era tools still are to artists.
  2. Flash made animation cheap and easy to share online, letting anyone publish work, reach audiences, and sometimes launch careers.
  3. China’s modern animation boom traces back to the Flash era, which built a wide community, iconic works, and many of the artists now driving the industry.

The Ugly Truth About Spotify Is Finally Revealed

The Honest Broker • 155259 implied HN points • 19 Dec 24
🎶 Music Industry
  1. Spotify has been using fake artists to fill playlists, leading to confusion about real musicians. Many tracks are distributed under different names, suggesting a strategy to minimize royalty payments.
  2. An investigative journalist revealed that Spotify has a program aimed at promoting cheaper music, often created without the involvement of human musicians. This raises concerns about the ethical treatment of artists.
  3. There is a call for greater transparency and regulation in the music streaming industry. Some believe that a cooperative platform owned by musicians and labels could be a better solution.

The Rock Star Who Couldn't Sing or Play a Note

The Honest Broker • 12400 implied HN points • 26 Nov 25
🎶 Music Industry
  1. The music industry shifted from trusting musical expertise to prioritizing image and commercial appeal over actual talent, sidelining aesthetic judgment.
  2. A 1958 example showed producers could manufacture hits by using a charismatic non-singer who spoke or ‘rapped’ over music and pairing them with a real vocalist, proving marketability could trump ability.
  3. That formula helped normalize influencer-style fame, appearance-driven acts, and formulaic pairings that still shape mainstream popular music today.

Does China have a huge electricity advantage over the United States?

Sustainability by numbers • 502 implied HN points • 05 Mar 26
🌞 Climate & Environment Industry
  1. China uses most of its electricity for industry, while the US uses most of its electricity in homes and commercial services.
  2. China’s total electricity generation has grown rapidly and is much larger in absolute terms than the US, though the US still leads on overall per-person electricity use.
  3. Because China concentrates so much power in industry, its industrial electricity per person is similar to or slightly higher than the US, which points to real industrial capacity that simple per-capita comparisons can hide.

Closed Loop

Doomberg • 6214 implied HN points • 19 Nov 25
💼 Business Industry
  1. China is investing heavily in coal-to-liquids technology to reduce reliance on foreign oil and improve energy security. They are developing facilities that convert coal into fuels and chemicals, which is expected to increase significantly in the coming years.
  2. There is a booming sector in coal-to-gas production in China, which aims to increase energy independence despite global natural gas being cheaper and more abundant. This focus on coal-derived natural gas has economic and environmental concerns.
  3. China is also making strides in nuclear energy with a new thorium-based reactor, potentially leading to a new source of energy. This aims to enhance their energy resources and reduce dependence on external supplies.

Japan and the Birth of Modern Shipbuilding

Construction Physics • 29020 implied HN points • 22 May 25
💼 Business Industry
  1. Japan learned from America's efficient shipbuilding methods used during WWII, which helped them build ships faster and cheaper after the war.
  2. Japanese shipbuilders improved their processes by incorporating prefabrication and aircraft manufacturing techniques, leading to more efficient construction.
  3. Government support and a strong desire to succeed were crucial for Japan's shipbuilding industry's growth, allowing it to become a world leader.

China’s AI Landscape: a free-for-all, not a central plan

ChinaTalk • 1022 implied HN points • 30 Jan 26
🕹 Technology Industry
  1. Private companies are driving most AI model development and deployment, while state actors mainly build infrastructure and narrow public-facing applications rather than leading frontier research.
  2. Frontier developers are diversifying—building specialized, multimodal, and vertical models for commercial use—rather than all converging on a single path of ever-larger general-purpose LLMs.
  3. AI activity is highly concentrated in a few provinces because local governments use subsidies and fiscal incentives to attract projects, creating a decentralized but uneven ecosystem that can skew where innovation happens.

China's industrial policy has an unprofitability problem

Noahpinion • 22412 implied HN points • 20 Jun 25
💼 Business Industry
  1. China's industrial policy is pushing many manufacturers to compete heavily for a limited domestic market. This competition is driving down profit margins as companies fight for customers.
  2. Despite heavy government support and subsidies, many Chinese manufacturers are struggling with profitability and facing price wars that could lead to bankruptcies. This creates a risk of economic instability.
  3. The focus on making more products instead of better ones can hurt innovation. Companies under financial pressure might not invest in long-term improvements and could rely on cheap prices to sell their goods.

Apple's move into video podcasts is too little too late

Simon Owens's Media Newsletter • 299 implied HN points • 19 Feb 26
🎙 Podcasts Industry
  1. Apple’s new video-podcast features and HLS support improve the experience but are likely too little, too late to stop market share loss to Spotify and YouTube, which benefit from much stronger user lock-in.
  2. More publishers are shifting from metered paywalls to hard paywalls and confidently charging full price, because metered models only work if you produce enormous volumes of repeat traffic.
  3. Niche and independent publishers can build durable businesses by selling direct subscriptions, high-priced specialized access, memberships, events, and brand-funded projects, reducing dependence on big tech platforms.

Is this the moment when the Generative AI bubble finally deflates?

Marcus on AI • 10750 implied HN points • 20 Aug 25
🕹 Technology Industry
  1. The excitement around generative AI might be fading, and some people are starting to notice this shift. It seems that reality is catching up with the hype.
  2. There have been ongoing warnings that the technology behind large language models wasn’t strong enough to support all the expectations. People are starting to recognize that the economics of AI aren't quite working out either.
  3. Recent events, like the disappointing launch of GPT-5, are making people rethink the future of AI. If markets truly understand the challenges, interest could drop quickly.

The China That Deng Built

ChinaTalk • 874 implied HN points • 23 Jan 26
🏝 Travel Industry
  1. Economic opening turned Shanxi's coal into private fortunes, creating a new class of powerful, often corrupt coal bosses and party-connected entrepreneurs.
  2. Business in the region runs on guanxi, drinking, and bribery, with police and officials frequently taking payoffs so inspections, permits, and even identities can be bought or faked.
  3. The social fallout is clear: exhausted middle-aged workers, a macho, male-dominated official culture that sidelines women, widening class divides, and villages split between tourist facades and neglected everyday life.

What Is Happening to Music Criticism?

The Honest Broker • 9840 implied HN points • 24 Jul 25
🎶 Music Industry
  1. Music criticism is declining, with fewer full-time writers left at newspapers. This has made it hard for local music stories and events to get coverage.
  2. In some big cities, there is only one full-time arts critic left, and they might not last long. This could leave communities without anyone to write about their local arts and culture.
  3. Many places no longer have any paid journalists covering music or culture at all. This lack of coverage can create a 'media black hole' where important stories don't get told.

AI #147: Flash Forward

Don't Worry About the Vase • 1747 implied HN points • 18 Dec 25
🕹 Technology Industry
  1. AI capabilities are leaping forward fast, with new models trading off speed, cost, and raw intelligence to become genuinely useful for coding, research, and image generation in everyday workflows.
  2. Safety and alignment are still acute problems: models are showing jailbreaks, backdoors, deceptive behaviors, and the ability to amplify biological and cyber risks, so technical and policy defenses are urgently needed.
  3. Policy, economics, and public opinion are in flux — governments, companies, and the public are scrambling over regulation, chips and data centers, IP deals, and job/privacy worries, but many proposed frameworks look weak or self-interested.

Is Spotify Streaming Unauthorized AI Knockoffs of Dead Musicians?

The Honest Broker • 6050 implied HN points • 22 Jul 25
🎶 Music Industry
  1. Spotify has been accused of streaming fake songs made by AI that are labeled as creations of deceased musicians without permission from their estates.
  2. There are strange occurrences at Spotify, like the CEO taking another job with an AI military startup and claims of drug sales happening through Spotify podcasts.
  3. Recently, Spotify took action against a specific case of AI-generated songs, which shows they might be starting to address their problems with misleading content.

“Fire moves away”

Justin E. H. Smith's Hinternet • 570 implied HN points • 01 Jan 26
🎶 Music Industry
  1. A personal roundup of music from 2025 that shares highlights and reflections on the year’s sounds.
  2. The publisher is moving new pieces behind a paywall starting January 2, and a large discount offer expires on January 1.
  3. This post is available free for now as a courtesy, but future content will generally require a paid subscription.

Dear Conservatives: Shape the AI Future Before It's Shaped for You

The Dossier • 121 implied HN points • 13 Feb 26
🕹 Technology Industry
  1. Conservatives should stop treating AI as an enemy and actively engage as entrepreneurs, investors, technologists, and customers to help shape its direction.
  2. If conservatives don’t participate, AI systems will be designed by a narrow tech elite and their philosophical assumptions will get baked into training data, safety rules, and product norms.
  3. The window to influence AI is closing because power and infrastructure are consolidating and regulation will be slow, so act now to insert conservative values into mainstream systems rather than waiting or building isolated alternatives.

⚡ America's electrostate inevitability

Faster, Please! • 365 implied HN points • 22 Jan 26
🌞 Climate & Environment Industry
  1. The energy system is moving from burning carbon molecules to using electrons, and that shift is now driven by economics and industry rather than ideology.
  2. The change is unavoidable and will reshape economic and industrial power—whoever builds the electric infrastructure first will gain a major advantage.
  3. Because past American strength came from hydrocarbons, the US needs to invest and industrialize around electrification now to maintain its lead.

OSD 365: The government doesn’t like being a prohibited person

Open Source Defense • 66 implied HN points • 22 Feb 26
🕹 Technology Industry
  1. The Defense Department can brand an AI firm a “supply chain risk,” which would ban the firm from selling to the government and bar contractors from using its products — a designation that can effectively kill a company.
  2. Private companies can and sometimes do refuse to sell to government customers to force the government to earn their cooperation, but that stance risks losing access to the biggest buyers and can be a corporate death sentence.
  3. AI is becoming a new frontier for civilian defense, like a Second Amendment arm, so whether companies or the government set product rules now will shape who has the advantage in the future.

Was Rock Music Deliberately Pushed Out of the Mainstream?

The Seat of Loss • 30 implied HN points • 09 Mar 26
🎶 Music Industry
  1. The idea that MTV or some secret "wizard" deliberately pushed rock out of the mainstream doesn't hold up; the timing and evidence point to broader market and technological shifts instead.
  2. MTV's consolidation and editorial choices changed who got exposure and probably hurt certain artists (like Billy Corgan), but they didn't single-handedly erase rock as a genre.
  3. The bigger forces were economic and technological — the CD crash, digital production tools, and streaming — which reshaped music economics so rock lives on mainly as a nostalgia-driven live business rather than the dominant source of new mainstream recordings.

The Anti-AI Grift + College Football Surveillance

Taylor Lorenz's Newsletter • 1254 implied HN points • 16 Nov 25
🕹 Technology Industry
  1. A new book critiquing the AI industry has sparked mixed reactions, highlighting the ongoing debate about the impact of AI. The event for the book faced criticism, especially from some tech reporters.
  2. The author's invited press got disinvited for being too critical. This demonstrates how polarizing discussions around technology and its influence can get.
  3. The incident reflects broader tensions between different views on technology and its future. Some people see it as a threat while others defend its benefits.

An Open Letter to Taylor Swift

The Honest Broker • 38632 implied HN points • 14 Sep 23
🎶 Music Industry
  1. The music ecosystem faces various challenges like declining artist incomes, corporatized platforms, and struggling live music venues.
  2. Big players like streaming platforms, record labels, and technocrats may not provide solutions for these challenges.
  3. Taylor Swift is encouraged to lead a new initiative to empower musicians, create fair music distribution, and revitalize the music industry.

A Cycle of Misery: The Business of Building Commercial Aircraft

Construction Physics • 27768 implied HN points • 31 Jan 24
💼 Business Industry
  1. Developing a new commercial aircraft is incredibly expensive, with development costs exceeding billions and posing significant financial risks to companies.
  2. Aircraft manufacturers face challenges in predicting market demand and trends, with incorrect guesses leading to financial losses and potentially fatal setbacks.
  3. Given the high costs and risks involved in developing new aircraft, manufacturers often opt to revise existing models to mitigate costs, keep pilot training minimal, and maximize efficiency.

Power Is Shifting Rapidly to Indie Creators

The Honest Broker • 11037 implied HN points • 25 Nov 24
💼 Business Industry
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Top Links 951 Prime age workers scarcity. Italian alternate history. VW Doubling down on China & The Minimal Winning Coalition.

Chartbook • 500 implied HN points • 14 Dec 25
🌐 International Industry
  1. Prime-age workers are becoming scarce worldwide. The number of countries with shrinking working-age populations rose from 2 in 1980 to 50 today and could reach 77 by 2040.
  2. There is renewed interest in imagining alternate histories for Italy, exploring how different choices might have changed its political and social trajectory.
  3. Volkswagen is doubling down on China, signaling deeper business and manufacturing commitments there, and the concept of the "minimal winning coalition" highlights how narrow political alliances can determine policy outcomes.

What I learned in year three of Platformer

Platformer • 4461 implied HN points • 19 Sep 23
💼 Business Industry
  1. Platformer has experienced significant growth in subscribers over the past year, thanks to various factors like talented staff, impactful stories, and the Substack recommendations engine.
  2. The broader tech media ecosystem is facing challenges with layoffs and diminishing vitality, prompting journalists to consider the challenges and opportunities of transitioning to independent journalism.
  3. Platformer's plans for the future include expanding the team with new hires, experimenting with newsletter ads, and potentially supporting independent journalism through investments or grants.

A dying industry dies a bit more

Material World • 2647 implied HN points • 25 Jun 25
💼 Business Industry
  1. The Wilton chemical plant that once thrived has become unsustainable due to factors like decreased oil supply and increased competition from Asia. It’s a sad story of change in the industry.
  2. The decline of the plant reflects a larger trend in the UK chemicals industry, highlighting how smaller job losses at various plants can go unnoticed compared to bigger closures like British Steel.
  3. As the UK loses its chemical production capacity, it becomes more reliant on imports, which could have serious implications for important products in everyday life.

What happened on energy and climate in China this year?

Sustainability by numbers • 475 implied HN points • 05 Dec 25
🌞 Climate & Environment Industry
  1. China’s total CO2 emissions were basically flat this year, showing almost no growth despite rising energy demand.
  2. A huge buildout of renewables and nuclear pushed electricity emissions down and rapid EV adoption cut oil use in transport, backed by a massive rollout of chargers.
  3. Industrial emissions rose and new coal plants are still being built, which offsets some gains and makes the timing of an emissions peak uncertain.