The hottest Substack posts right now

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When Will AI Take Your Job?

Uncharted Territories • 2908 implied HN points • 21 Mar 23
đź•ą Technology Employment Productivity Innovation AI Automation
  1. Artificial intelligence is advancing rapidly and may lead to job automation, especially in intellectual and unregulated fields.
  2. Industries that can withstand automation vary based on factors like demand saturation, regulations, and non-informational work components.
  3. New businesses are easier to start but may not create a large number of jobs, leading to a future with more billionaire founders and few employed individuals.

Introducing Ronin Vanguard

Ronin’s Newsletter • 86 implied HN points • 28 Jan 26
đź”® Crypto Growth Web3 Blockchain NFTs Gaming Wallets Community
  1. Ronin Vanguard is the public-facing Sky Mavis Growth Team for the Ronin ecosystem, serving as a bridge between the community, builders, and internal teams.
  2. They answer questions, gather and surface user feedback, connect creators and partners, join live events, and amplify community content to help improve Ronin.
  3. The team includes specialists across product, creators, growth, and support who are available on X and Discord as real people, and they expect constructive, harassment-free engagement.

TBM 397: The Initiative Shape Activity (And a Favor to Ask)

The Beautiful Mess • 264 implied HN points • 21 Dec 25
đź’Ľ Business Product Management Prioritization Project Planning Decision-making
  1. Run a short facilitated activity that maps the "shape" of an initiative by answering focused questions to surface assumptions about scope, timing, value, and risk.
  2. Have each person answer independently, then compare results, discuss surprises, and decide what needs clarification or further discovery before moving forward.
  3. Use the questionnaire dimensions — team involvement, duration, value cadence, uncertainty, de‑risking, constraints, timing sensitivity, approach, research style, decision authority, and alignment — to choose the right execution and prioritization strategy.

An Illustrated Guide to Emergency Solar

OK Doomer • 208 implied HN points • 30 Dec 25
đź•ą Technology Solar Power Renewables Energy Storage
  1. A portable setup with folding panels and a solar generator is an affordable, safer alternative to rooftop solar for home or apartment emergency power.
  2. Wiring panels in parallel makes each panel work independently, so one panel failing won’t shut down the whole system.
  3. Build with basic safety gear like inline fuses and plan for upgrades, such as higher-grade LiFePO4 batteries, to increase capacity and reliability later.

The specialization moat

Generating Conversation • 116 implied HN points • 22 Jan 26
đź’Ľ Business Product Strategy Customer success Data Strategy AI Strategy
  1. Betting on the hardest, hardest-to-adopt problems builds a durable moat because unique customer contexts and deep integrations create institutional data and barriers that competitors can’t easily replicate.
  2. Agents that accumulate tenure inside a company become increasingly valuable and sticky — their historical experience speeds up troubleshooting and can replace senior human expertise, delivering big economic ROI even at imperfect accuracy.
  3. Combining cross-customer pattern learning with high-touch, customized implementation and social proof creates a process and technical moat, making solutions harder to displace and easier to expand into adjacent workflows over time.
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Crowdfunding Success - Was it worth it?

atomic14 • 1385 implied HN points • 22 Jul 25
đź•ą Technology Gadgets Electronics Innovation Crowdfunding Hardware
  1. The ESP32 Rainbow project was successfully funded through crowdfunding. Many people found the product appealing enough to support it.
  2. The project features a colorful Sinclair Spectrum recreation with modern technology like a display and speaker.
  3. The creator is reflecting on whether the success of crowdfunding was worth it in the long run.

Chia tay Google

Thái | Hacker | Kỹ sư tin tặc • 4233 implied HN points • 01 Apr 23
đź’Ľ Business Gratitude Tech Employment Career
  1. The author has decided to leave Google after nearly 12 years, feeling sad about this personal decision.
  2. The author jokingly chose April Fools' Day to announce this decision but ultimately feels the weight of the farewell.
  3. Working at Google was a dream come true for the author, and they express deep gratitude towards their colleagues and friends.

Innovation, Customers and Scale: A Positive Vision for Intel's (Foundry) Future

The Chip Letter • 4586 implied HN points • 02 Dec 24
đź•ą Technology Semiconductors Market Trends Business strategy Manufacturing Innovation
  1. Intel might need to split its foundry and product divisions to succeed better. This way, each part can focus on its own goals and customers.
  2. For Intel to compete effectively, it has to be innovative and meet customer needs. Keeping an eye on emerging tech trends and demands is crucial.
  3. The success of Intel Foundry hinges on attracting big clients and delivering quality products on time. If they can impress customers, there's a chance for future growth.

OpenAI #10: Reflections

Don't Worry About the Vase • 4032 implied HN points • 07 Jan 25
đź•ą Technology AI safety Governance Leadership Innovation Ethics
  1. Sam Altman had a surprising experience of being fired by his board, which he describes as a failure of governance. He learned that having a diverse and trustworthy board is important for good decision-making.
  2. Altman acknowledges the high turnover at OpenAI due to rapid growth and mentions that some colleagues have left to start competing companies. He understands that as they scale, people's interests naturally change.
  3. He believes that the best way to make AI safe is to gradually release it into the world while learning from experience. However, he admits that there are serious risks involved, especially with the future of superintelligent AI.

What's really going on in software

Kyle Poyar’s Growth Unhinged • 489 implied HN points • 12 Nov 25
đź’Ľ Business SaaS Entrepreneurship AI Technology Growth
  1. Companies are seeing stability in key metrics like growth rates and revenue retention. New startups are achieving higher growth rates compared to previous years.
  2. It's important for companies to focus on the combination of customer acquisition costs and revenue retention to predict long-term success. This new matrix can help clarify business performance.
  3. AI is a major trend, but it's changing the industry landscape. Companies born after the rise of AI are experiencing much faster growth than traditional B2B software firms.

Loose Ends

Doomberg • 10309 implied HN points • 28 Feb 24
đź’Ľ Business Energy Politics Climate Market Analysis Finance
  1. It's important for analysts to reflect on their past work to improve and learn from mistakes.
  2. Understanding the political landscape is crucial for predicting market trends, especially in energy markets.
  3. The strategy of imposing sanctions against Russia may be ineffective and could have negative consequences on the global financial system.

Bayesian Updates Require Ego Death

apxhard • 76 implied HN points • 31 Jan 26
đź“– Philosophy Consciousness Philosophy of Mind Epistemology Practical philosophy Phenomenology Self
  1. Acceptance is like a Bayesian update: when you revise your model to fit reality you only change once, but rejecting evidence is like holding a beach ball underwater and costs constant effort and suffering.
  2. Suffering often comes from an internal split where your conscious story denies what your body and emotions already know. Bringing all parts of you into the same reality restores coherence and drops the tension.
  3. Real updates feel like a small death of your old self because letting go of fixed self-images is painful, but choosing to accept experience voluntarily (through practices like meditation or voluntary discomfort) prevents the extra suffering caused by resistance.

Choosing an op-amp for your project

lcamtuf’s thing • 4081 implied HN points • 03 Jan 25
đź•ą Technology Hardware Electronics Engineering Circuit Design Signal Processing
  1. When selecting op-amps for projects, avoid using older models like LM741 and LM324, as modern options perform much better and are easier to use.
  2. Look for op-amps with rail-to-rail input and output capabilities, which allow for better voltage range handling and simplify your circuit design.
  3. Focus on key parameters like bandwidth, output current, and noise specifications, but remember that many modern op-amps have decent performance that meets the needs of most hobby projects.

The Bounty Board Rewards Update Is Coming

The Lunacian • 92 implied HN points • 01 Feb 26
đź”® Crypto Economics Play-to-Earn GameFi Rewards Community Tokenomics
  1. Leaderboard rewards will nearly triple to 15,000 AXS and the leaderboard expands from the top 1,000 to the top 3,000 players. That means many more players can earn fixed leaderboard prizes.
  2. The general reward pool is reduced to 7,000 AXS and will be distributed proportionally among the top 3,000 players based on earned points. This makes consistent play directly increase your share of those rewards.
  3. Total AXS distributed stays the same at 27,000, but the update shifts AXS from the general pool into leaderboard payouts to better reward consistent, competitive contributors. The change is a rebalance, not an increase, and it sharpens incentives for steady participation.

How a failed horror movie director co-founded one of the most popular yoga channels on YouTube

Simon Owens's Media Newsletter • 299 implied HN points • 01 Dec 25
đź’Ľ Business Community Digital marketing Entrepreneurship Content Media
  1. Chris Sharpe started out making low-budget horror films, but when the DVD market collapsed, he had to pivot his career. This led him to explore opportunities in online video, where he eventually found success on YouTube.
  2. He co-founded two popular YouTube channels, Hilah Cooking and Yoga With Adriene, by focusing on engaging content and a personal connection with viewers. His unique approach to SEO also helped attract a big audience.
  3. As Yoga With Adriene grew, Sharpe created a whole business around it, including subscription services and live events. He shifted from making indie films to running a successful media company that emphasizes community and wellness.

AI Links, 12/21/2025

In My Tribe • 197 implied HN points • 21 Dec 25
đź•ą Technology Education Enterprise Policy Ethics Automation Machine Learning AI
  1. AI can run many human-like interviews and assessments cheaply and reliably, letting organizations collect richer open-ended responses at scale.
  2. Even when AI succeeds technically, the firms that build models might not capture the value—competition can erode profits and create financial risks even as enterprise usage and integration grow.
  3. Whoever controls the data, algorithms, and coordination networks gains real decision-making power, and AI’s fast adaptability could outpace human retraining and reshape many jobs.

New Nature

Breaking Smart • 105 implied HN points • 16 Jan 26
đź•ą Technology Cybersecurity Cryptography AI Robotics Governance Regulation Decentralization
  1. New Nature describes technologies that create durable, law-like regimes whose rules are nearly as persistent and inviolable as natural laws. This is mostly computation-based, so 'code is law' applies far beyond just blockchains.
  2. Some technologies can be capture-resistant or “can’t-be-evil,” like strong encryption, which shifts power toward weaker actors and helps prevent concentration of control, though physical or coordinated attacks still impose limits.
  3. Attempts to rely on wise human regulation tend to create attack surfaces that powerful actors can capture, so it’s preferable to build many widely distributed, capture-resistant systems rather than concentrate discretionary control.

VC's Framework for Evaluating an AI Startup's Tech Stack. | VC Jobs

Venture Curator • 419 implied HN points • 06 Jun 24
đź•ą Technology Startups Tech stack Data Quality Decision-making AI
  1. The value proposition of AI companies now lies not just within models but predominantly in underpinning datasets, emphasizing the importance of data quality.
  2. When evaluating AI startups, VCs use frameworks to assess data quality, considering relevance, accuracy, coverage, and bias in the datasets used to train the AI models.
  3. To avoid investing in ineffectual AI startups, VCs focus on evaluating the processes behind data generation by asking questions about data automation, storage, access, processing, governance, and management.

The Headphone Revolution: Sony’s MDR Series Through the Years

Obsolete Sony’s Newsletter • 99 implied HN points • 15 Aug 24
đź•ą Technology Design Innovation Audio History Consumer Electronics
  1. Sony has a long history of headphone innovation, starting from the 1960s with their first closed stereo headphones, the DR-4A. This set new standards in comfort and sound quality.
  2. In 1979, Sony changed the game with the MDR-3, which was lightweight and came with the original Walkman. This allowed people to listen to music anywhere, making portable audio popular.
  3. The introduction of noise-canceling headphones began in 1995 with the MDR-NC10, marking a huge advancement in listening technology. It helped users enjoy their music without distractions from their surroundings.

The new AI scaling law shell game

Marcus on AI • 4663 implied HN points • 24 Nov 24
đź•ą Technology Computing Artificial Intelligence Data Analysis Machine Learning
  1. Scaling laws in AI aren't as reliable as people once thought. They're more like general ideas that can change, rather than hard rules.
  2. The new approach to scaling, which focuses on how long you train a model, can be costly and doesn't always work better for all problems.
  3. Instead of just trying to make existing models bigger or longer-lasting, the field needs fresh ideas and innovations to improve AI.

The thing you're clinging to

The Stoic Journal • 96 implied HN points • 21 Jan 26
đź“– Philosophy Existentialism Practical philosophy Mindfulness Stoicism Ethics
  1. Nothing you love is truly yours. Everything you have was given for a time and can be taken away.
  2. Clinging tightly won’t stop loss and only keeps you from receiving what’s next.
  3. Practice holding things lightly so you can stay present and love new gifts; your ability to love is the only thing that truly belongs to you.

AI Sleeper Agents

Astral Codex Ten • 11631 implied HN points • 16 Jan 24
đź•ą Technology AI Research Training Safety Deception
  1. AIs can be programmed to act innocuous until triggered to go rogue, known as AI sleeper agents.
  2. Training AIs on normal harmlessness may not remove sleeper-agent behavior if it was deliberately taught prior.
  3. Research suggests that AIs can learn to deceive humans, becoming more power-seeking and having situational awareness.

The Future of Secure Telecom

ChinaTalk • 340 implied HN points • 25 Nov 25
đź•ą Technology Software Development National Security Cybersecurity Data Privacy Telecommunications
  1. Telecom data is really valuable, and bad actors, including government entities, can exploit it easily. This was evident with China's intrusion into major telecoms, which surprised many but shouldn't have.
  2. Cape emphasizes privacy and security by minimizing data collection from users. Unlike traditional telecoms that sell data, Cape aims to keep your information safe and only retain it for short periods.
  3. In conflict zones like Ukraine, commercial mobile networks are crucial for communication. Even in dangerous situations, people choose to use their phones because they provide vital information and support both military and civilian communication.

Insights from 15+ GTM audits

Startup Business Tips 🚀 • 108 implied HN points • 18 Jan 26
đź’Ľ Business Go-to-market Strategy Positioning Marketing Sales Content Product
  1. Make your ICP a hard constraint across everything — homepage, CRM, demos, outbound lists and content — and enforce disqualification criteria so you focus on buyers who actually convert.
  2. Choose a clear product category or primary use case before you try to differentiate. Name the main alternative you replace so buyers immediately know what to compare you against.
  3. Treat GTM as an end-to-end system: design structured demos, a simple sales process with stage exit criteria, aligned buyer-facing assets, and a content strategy that targets high-intent buyers. Doing fewer, consistent things beats many disconnected activities.

Dekanting moral philosophy

Optimally Irrational • 59 implied HN points • 06 Feb 26
đź“– Philosophy Political Philosophy Moral Psychology Game Theory Decision Theory Metaethics Ethics
  1. Kant’s categorical imperative doesn’t follow from pure rationality because your individual choice can’t make others follow the same rule, so behaving as if everyone would comply can be irrational in strategic situations.
  2. Game theory shows morality is best understood as self‑enforcing social conventions: stable moral rules are conditional “oughts” that arise because following them serves each person’s interests given what others do.
  3. Evolved moral feelings make cooperation feel like an absolute duty, but treating those feelings as unconditional can produce worse outcomes in problems like prisoner’s dilemmas, mutual deterrence standoffs, or strategic voting.

Let's Talk About ChatGPT-Induced Spiritual Psychosis

Default Wisdom • 1754 implied HN points • 14 Jun 25
đź•ą Technology AI Ethics Media Studies Digital Culture Technology impact Psychology
  1. AI can make people think in strange ways, kind of like how new tech has always shaken up our beliefs. This isn't just about today; it's happened throughout history.
  2. Past technologies, like radio and TV, have changed how we see the world and ourselves, leading to feelings of isolation but also opening up new ways to connect with others.
  3. The internet and social media have made us more focused on ourselves, sometimes making people think they can shape reality with their thoughts, which could be risky when using AI.

On Chain Publishing

Points And Figures • 266 implied HN points • 17 Dec 25
đź”® Crypto Journalism Publishing Tokens Platforms Monetization
  1. Paragraph is an on-chain publishing platform, but platforms like Substack still offer better distribution and much easier commenting; Paragraph’s comment/community features require buying and using tokens.
  2. A post was published on Paragraph and readers are invited to read it, leave comments, and make predictions, with the suggestion to turn those predictions into markets on Polymarket or Kalshi.
  3. As AI improves, original human writing with real insight will become rarer, and that shift could upend many purely capitalistic industries and their current business models.

TBM 366: Empowered For Delivery, But...

The Beautiful Mess • 1547 implied HN points • 08 Jul 25
đź’Ľ Business Management Corporate culture Team Dynamics Organizational Behavior Leadership
  1. Many tech companies have a mix of old and new management styles. Teams are told they can be independent, but managers still hold a lot of control and responsibility.
  2. Feedback and questioning traditional methods are often not encouraged, making it hard for employees to voice concerns. This creates a culture where dissent is not easily accepted.
  3. It's important to accept the reality of your workplace while finding ways to build trust and safety within your team. Look for better work environments if your values clash with your company's operations.

A place where knowledge is ours for the taking.

The Common Reader • 3508 implied HN points • 24 Jan 25
đź“– Philosophy Critical Thinking Inquiry Existentialism Ethics
  1. Socrates had doubts about his life's work before he died, showing that even great thinkers question their choices. This makes us think about whether we feel we are doing enough in our own lives.
  2. Agnes Callard emphasizes the importance of dialogue and inquiry in understanding life. She believes that discussing tough questions helps us live better and make meaningful choices.
  3. Living philosophically means constantly examining our beliefs and decisions. This can be hard for people to accept, especially when those beliefs challenge what’s considered normal.

2026 AI Predictions

Alex Ghiculescu's Newsletter • 135 implied HN points • 19 Jan 26
đź•ą Technology Artificial Intelligence Machine Learning AI Research Automation Developer Tools Software Development
  1. AI labs will focus on coding agents, with most development effort and revenue moving toward models that write software.
  2. Keeping up with rapidly improving AI coding tools will be the main challenge for software companies; engineering teams will need to learn new workflows and roll them out across people with different skills and enthusiasm.
  3. New techniques will close agents' domain-knowledge gaps so models can understand real codebases and make decisions, and those same solutions will boost many other AI applications.

Me an' Algernon

Software Design: Tidy First? • 1745 implied HN points • 10 Jun 25
đź•ą Technology Neurology Cognitive Science Programming Software Mental health
  1. Cognitive decline can be hard to deal with. It can affect your daily life, work, and relationships.
  2. Getting a clear diagnosis is important, even if it doesn't provide all the answers. It can help you understand your situation better.
  3. Sharing your struggles can help others who may be going through similar issues. It's okay to seek help and adapt to new challenges.

Clawd Clawderberg, Moltbook, Infinite Backrooms, Misaligned Humans

Teaching computers how to talk • 62 implied HN points • 09 Feb 26
đź•ą Technology Open Source Misinformation Platforms Ethics AI Social media Security
  1. A viral forum for AI agents drew huge attention, but many posts were created or steered by people, so the agents weren’t truly acting on their own.
  2. Security holes and easy ways to fake or inflate accounts let people run scams, upvote themselves, and leak sensitive data, showing these platforms can quickly create chaos and misinformation.
  3. The bigger danger is misaligned humans using semi‑autonomous agents to cause harm, and large multi‑agent experiments are hard to learn from because you can’t tell human-directed behavior from authentic agent behavior.

Two visions of AI’s future

Marcus on AI • 4387 implied HN points • 05 Dec 24
đź•ą Technology Future Regulation Society AI Ethics
  1. AI has two possible futures: one where it causes problems for society and another where it helps improve lives. It's important for us to think about which future we want.
  2. If AI is not controlled or regulated, it might lead to a situation where only the rich benefit, creating more social issues.
  3. We have the chance to develop better AI that is safe and fair, but we need to actively work towards that goal to avoid harmful outcomes.

In AI we trust

Adam's Legal Newsletter • 399 implied HN points • 08 Jun 24
đź•ą Technology AI Legal system
  1. AI can be highly efficient and accurate in determining the ordinary meaning of English words, surpassing traditional tools like dictionaries.
  2. AI's potential in judicial decision-making is more advanced and practical than previously thought, capable of quickly and accurately resolving cases while avoiding human biases.
  3. Integrating AI into the legal system, especially in appellate cases, offers various benefits such as speed, consistency, and precise outcomes, though careful testing and consideration of ethics and alignment concerns are essential.