The hottest Substack posts right now

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Machine Antihumanism and the Inversion of Family Law

The Upheaval • 1044 implied HN points • 04 Nov 24
📖 Philosophy Family Law Ethics Human nature Technology
  1. New reproductive technologies may change how we think about family and personhood. Instead of being linked to parents, children could be viewed as products that the state owns.
  2. The focus on individualism in family law can weaken the importance of natural family bonds. This shift may lead to the law treating relationships as just contracts rather than meaningful connections.
  3. The idea of family could be fundamentally altered, making children feel like they belong nowhere. This change can rob them of their history and sense of belonging, leading to a troubling loss of identity.

Part 1: IndiaAI mission does not need compute, it needs data.

Experiments with NLP and GPT-3 • 23 implied HN points • 25 Jan 26
🕹 Technology Data Policy Artificial Intelligence Cultural Preservation Localization
  1. Prioritize building high-quality, linguistically diverse datasets and cultural corpora instead of spending most funds on GPUs, because hardware quickly depreciates while data endures and enables sovereign AI.
  2. Run a state-led translation and terminology program to translate technical and cultural works and to standardize or create AI-related vocabulary in Indian languages through a National Terminology Commission; this will democratize technical knowledge and produce the corpora needed for local models.
  3. Subsidize translation, localization, and AI-assisted export of Indian cultural content to remove friction for global audiences and to generate rich datasets, using public funding to de-risk and scale these efforts similar to Japan’s cultural strategy.

4 lessons I learned giving 2 million to small businesses

Kenny’s Sub • 259 implied HN points • 19 Feb 24
💼 Business Small business Entrepreneurship Work Culture Funding Grants
  1. People often feel too scared to ask for what they want, but pushing through that fear can lead to success. It's important to be respectful when following up and seek solutions when faced with a 'no.'
  2. Making mistakes is a part of learning and won't ruin a business if there’s a solid financial backup. It's wise for businesses to have enough savings to cover expenses in tough times.
  3. Prioritizing getting actual customers is more important than focusing on future revenue hopes. It's better to earn money now than gamble on uncertain future profits.

All you need to know about the Google File System

VuTrinh. • 119 implied HN points • 11 May 24
🕹 Technology Systems Design Data Systems Cloud Storage Fault Tolerance Distributed Computing
  1. Google File System (GFS) is designed to handle huge files and many users at once. Instead of overwriting data, it mainly focuses on adding new information to files.
  2. The system uses a single master server to manage file information, making it easier to keep track of where everything is stored. Clients communicate directly with chunk servers for faster data access.
  3. GFS prioritizes reliability by storing multiple copies of data on different chunk servers. It constantly checks for errors and can quickly restore lost or corrupted data from healthy replicas.
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Risers and Fallers

In My Tribe • 1032 implied HN points • 24 Oct 24
📖 Philosophy Intellectual history Cultural impact Psychology Political Science Sociology
  1. Some 20th-century thinkers, like John Kenneth Galbraith, have fallen in status, meaning fewer people today recognize their ideas or read their work.
  2. Others, like Rene Girard and John Maynard Keynes, have gained importance over time, with more people today acknowledging their contributions and theories.
  3. The relevance of intellectuals can vary by field; for example, figures in psychology like B.F. Skinner may be less noted now, while sociologists like Granovetter are gaining recognition.

The Innovation Bargain

The Absent-Minded Professor • 314 implied HN points • 23 Jan 24
🕹 Technology Innovation Digital Artificial Intelligence Social media Ethics
  1. Innovation always comes with tradeoffs - think about whether they are worth it.
  2. The Innovation Bargain is about freedom and limitation - new technologies enable us but also limit choices.
  3. Understanding the Innovation Bargain is crucial in our technology-driven society - be mindful of the impact of technology on human flourishing.

A Nothing Burger

Points And Figures • 692 implied HN points • 13 Feb 25
💰 Finance Market Analysis Trading Financial Strategy Investment Banking
  1. Moving the NYSE Chicago to Texas isn't a big deal in finance. It won't change how trading really works since most of it happens off the main exchanges anyway.
  2. Chicago's financial industry is struggling, with fewer major banks and investment firms. Many professionals believe Dallas is becoming a better place for finance careers.
  3. Texas is improving its business environment with low taxes and better competition for financial firms. This may help cities like Dallas attract more businesses and talent.

China’s Weird Chip Surplus, Explained

ChinaTalk • 696 implied HN points • 04 Feb 25
🕹 Technology Cloud Services Data Centers
  1. China has added a lot of AI chips in 2024, but they are not being used efficiently. This leads to having too many unused chips even though some types of processing power are in short supply.
  2. Major technology companies and state-owned firms are investing heavily in AI computing centers, but many of these centers are poorly managed. This results in a waste of resources and underutilized equipment.
  3. The demand for computing power is changing. While there is enough power for now, experts believe there might be shortages again soon as the need for AI applications grows.

One Hand On The Yoke

Software Design: Tidy First? • 950 implied HN points • 20 Nov 24
🕹 Technology Processes Engineering Culture Design Software
  1. Flying an airplane usually works better with one hand on the yoke instead of two. This way, it's easier to keep a smooth flight and not overcorrect.
  2. When you let go a bit and trust a self-organizing team, you can achieve better results, just like flying with less tension.
  3. Sometimes trying to control things too tightly can make them worse, like struggling with a suitcase that wobbles. Often, a lighter touch or changing the tool helps.

Shades of 2008?

The Dollar Endgame • 239 implied HN points • 29 Feb 24
💰 Finance International Markets Risk management Real Estate Banking Market Trends
  1. The commercial real estate market is facing challenges due to decreased demand for office and retail spaces, leading to increased vacancy rates.
  2. Approximately $1.2 trillion of commercial real estate debt in the US is set to mature within the next two years, posing risks for banks and investors.
  3. There are concerns of a commercial real estate crisis resembling the 2008 financial crisis, with warning signs evident in the US, Europe, and Asia.

TBM 362: How (And Why) We Help

The Beautiful Mess • 370 implied HN points • 14 Jun 25
💼 Business Workplace culture Change Management Consulting Leadership Organizational Behavior
  1. Consulting can either follow a set plan or focus on helping people discover their own solutions. It's important to understand the difference and choose the right approach.
  2. It's normal to feel torn between sticking to the usual ways of doing things and wanting to create real change. Recognizing this struggle is the first step to addressing it.
  3. Being aware of how we show up in our work is crucial. It helps us connect better with others and can lead to more meaningful change.

Do Nothing & Do Everything

Investing 101 • 69 implied HN points • 22 Nov 25
💼 Business Investment Tech Self-Improvement Management Entrepreneurship
  1. Taking time to pause and reflect is important for personal growth and mental clarity. It may feel like doing nothing, but it's actually a valuable activity.
  2. Finding a balance between working hard and being smart is key. Sometimes, working too hard without thinking can lead to exhaustion and poor results.
  3. Both action and reflection are necessary for success. You need to know when to push forward and when to take a step back and regroup.

What if tanker crew deaths are intolerable?

Gordian Knot News • 783 implied HN points • 14 Jan 25
💼 Business Safety Productivity Regulation Economics Manufacturing
  1. When building ships, having clear rules helps keep everything running smoothly. If everyone knows the guidelines, they can work together to create quality ships on time.
  2. Bringing in third parties like the Ocean Safety Directorate can disrupt the process. Their focus on preventing accidents leads to extra paperwork and slowed productivity.
  3. If the rules are too strict or unclear, it can result in delays and lower quality. Maintaining a balance between safety and efficiency is key to successful shipbuilding.

Tokenomics Primer Part 1

DeFi Education • 1179 implied HN points • 29 Mar 23
🔮 Crypto Tokenomics Regulation Blockchain DeFi Investment
  1. Tokens are really important in the crypto world, acting as a way to raise money and attract users. Unlike stocks, tokens can be essential to the product itself.
  2. Good tokenomics is all about connecting the token's value to the success of the underlying project. If the project doesn't do well, the token's value can drop a lot.
  3. Demand for tokens can come from real use or from things the project does to create demand, like buybacks. It's important for projects to find the right balance to keep their tokens valuable.

GPT5 and the end of naive AI futurism

The Future, Now and Then • 229 implied HN points • 15 Aug 25
🕹 Technology Innovation AI Futurism Investment Development
  1. The release of GPT5 shows that the rapid advancements in AI may not be as groundbreaking as some expect. Instead of huge leaps, we see steady improvements over previous models.
  2. People are starting to think more about what AI can actually do today, rather than getting swept up in promises of radical future changes. This shift is important for evaluating AI's real impact.
  3. The excitement around AI technology might be fading, as the narrative of exponential growth and transformation is now harder to sell. Investors may start to focus on actual performance instead of potential.

Large language models, explained with a minimum of math and jargon

The Counterfactual • 599 implied HN points • 28 Jul 23
🕹 Technology Natural Language Processing Software Development Artificial Intelligence Machine Learning Data science
  1. Large language models, like ChatGPT, work by predicting the next word based on patterns they learn from tons of text. They don’t just use letters like we do; they convert words into numbers to understand their meanings better.
  2. These models handle the many meanings of words by changing their representation based on context. This means that the same word could have different meanings depending on how it's used in a sentence.
  3. The training of these models does not require labeled data. Instead, they learn by guessing the next word in a sentence and adjusting their processes based on whether they are right or wrong, which helps them improve over time.

The Great Differentiation

Not Boring by Packy McCormick • 309 implied HN points • 01 Jul 25
💼 Business Technology Finance Marketing Innovation Startups
  1. In a world where everything looks the same, standing out is really important. Companies need to be unique to catch people's attention.
  2. Making things difficult to copy is a smart way to stay different. When something is hard to replicate, it holds more value and status.
  3. People are starting to understand that true uniqueness comes from being authentic and true to themselves. It's all about creating something special that only you can offer.

Elon Musks Degradation Engine

GOOD INTERNET • 37 implied HN points • 06 Jan 26
🕹 Technology Digital Rights AI Ethics Content Moderation Social media Platform policy Privacy Regulation
  1. A mainstream platform added a nudify feature that let an AI undress and sexualize people’s photos at scale, producing thousands of nonconsensual sexual images — including of minors.
  2. Turning sexual imagination into an automated publishing tool industrializes the male gaze, creating a constant swarm-like pressure that degrades women’s dignity and harms identity formation, especially for teenage girls.
  3. Enabling and monetizing this tool shows a disregard for privacy and dignity, and has provoked regulatory backlash, legal risks, and calls for bans or stronger enforcement.

Safary Hack, Paid Post Explains How to Avoid the Losses...

DeFi Education • 439 implied HN points • 29 Nov 23
🔮 Crypto Investing Blockchain Security Decentralized Finance Hacking
  1. Check your DeFi transactions carefully before approving them to avoid losing funds. Malicious attacks can trick you into giving away your money.
  2. Frontend attacks can make trusted websites seem normal but steal your crypto. Always be cautious when interacting with these sites.
  3. Even experienced users can fall victim to these hacks, so it's important to stay informed and learn how to protect your assets.

The Saigon Testnet migration is complete!

Ronin’s Newsletter • 12 implied HN points • 06 Feb 26
🔮 Crypto Migration Wallets Dev Tools Infrastructure Layer 2
  1. Saigon Testnet has migrated to Ethereum via Optimism, and the Ronin mainnet migration is planned to follow in the coming months.
  2. Builders should prepare infrastructure to run reth and op-node, use the downloadable state snapshot, and follow the provided guide before launching or resuming any Saigon RPC or L2 node.
  3. Users don’t need to take any action and games, apps, and the Ronin Wallet will keep working; the migration aims to make transactions faster, rewards fairer, and inherit Ethereum’s security.

Pre-Mortems and Sanity Checks

Abstraction • 29 implied HN points • 14 Jan 26
🕹 Technology Machine Learning Risk management Systems Design Data science Forecasting AI
  1. Do a pre-mortem: assume the forecast is wrong and list plausible ways it could fail (like cancellations, acquisitions, or shifted definitions) so you don’t miss important paths.
  2. Run a sanity check to make sure the probability fits basic world knowledge and common sense, and correct obvious errors like using the wrong base rate.
  3. Make these checks the final gate: if either one flags a problem, rework the forecast or use a different approach before submitting.

How Liquidity Impacts Market Crashes

DeFi Education • 599 implied HN points • 15 Sep 23
💰 Finance Investment Strategies Cryptocurrency Market Analysis Risk management Market Trends
  1. Low liquidity can cause big price drops in markets, meaning even small buy or sell orders can affect prices a lot. This can lead to more volatility and crashes.
  2. Market makers provide important liquidity, but they may pull back during volatile times. This makes it harder for traders to buy or sell quickly without impacting prices.
  3. Knowing when liquidity is low can help investors manage risks better. By watching market conditions, investors can make smarter decisions about when to trade or hold their assets.

Underrated Problems in Biotechnology

Niko McCarty • 99 implied HN points • 25 May 24
🕹 Technology Health Environmental Agriculture Biotechnology Genetics
  1. Chick culling is a big issue where billions of male chicks are killed each year because they can't lay eggs. New technology can help determine an egg's sex earlier to prevent this cruelty.
  2. Synthetic apomixis could change farming for the better by allowing farmers to grow hybrid crops indefinitely without buying new seeds each year. This would help increase their profits and food supply.
  3. Tree engineering is important for combating climate change, but not enough researchers are focusing on it. Creating trees that grow faster and capture more carbon could help protect our forests.

Clouded Judgement 2.13.26 - Build vs Buy

Clouded Judgement • 12 implied HN points • 13 Feb 26
💰 Finance SaaS Metrics Investing Valuation Public Markets Equity Research Technology Stocks Market Analysis
  1. AI is lowering the cost and speed of building software, but the classic reasons to buy vendor products—total cost of ownership, speed to market, focus, ongoing maintenance, and compliance—still matter.
  2. With engineering velocity becoming less of a constraint, the market will likely be flooded with new software, driving commoditization; companies that don’t capture the next wave risk slower growth and lower valuations.
  3. Short-term earnings and retention can look healthy even as disruption looms, because markets often discount disruptive threats early; companies need a clear path to durable, predictable growth to avoid a slow decline.

Mantic Monday 4/24/23

Astral Codex Ten • 3923 implied HN points • 25 Apr 23
🕹 Technology API AI Data Analysis Funding
  1. Using AI for forecasting future world events is a growing field with potential benefits over human forecasters.
  2. Metaculus has been found to be more accurate than low-information priors and its competitor Manifold Markets, showing the potential of crowdsourcing for predictions.
  3. Exploring AI forecasting through platforms like Polymarket, Metaculus, and Manifold provides insight into trends, such as the interest in prediction markets among sci-tech celebrities.

You Think Freelancing Means Freedom? Think Again

VERY GOOD PRODUCTIZED GUIDES • 59 implied HN points • 29 Jun 24
💼 Business Productivity Entrepreneurship Freelancing Self-Improvement Work-life balance
  1. Freelancing can feel freeing, but it often leads to stressful situations, like juggling client work with personal life. It's important to recognize when to seek help or create a team you can trust.
  2. Transitioning from freelancing to entrepreneurship requires a clear understanding of your lifestyle goals and what success means to you. It's not just about making money, but building a fulfilling life.
  3. Personal growth and willingness to change are key to evolving your business. Being open to learning and shifting your role can help you create a more sustainable and enjoyable work environment.

AI Company List (1300 companies), Top 50 companies by valuation and my preferences - July 2023

Martin’s Newsletter • 569 implied HN points • 10 Jul 23
🕹 Technology Robotics Investors Valuation
  1. The post includes a list of 1300 AI companies and 900 AI investors along with the top 50 companies by valuation.
  2. The author shares their personal 'Top 50' AI companies that reflect their personal interests and preferences.
  3. OpenAI is highlighted as a company with the potential to become a $1 trillion company due to talent, management, and the ability to put out better products faster than the competition.

Recruiting Brainfood - Issue 334

Recruiting Brainfood • 569 implied HN points • 05 Mar 23
💼 Business AI Remote work Jobs Recruiting Economy
  1. Maintain a multi-channel approach to audience building to mitigate risks of being removed from platforms like LinkedIn
  2. Stay informed about emerging trends like the Creator Economy and prioritize personal branding with effective LinkedIn headlines
  3. Recognize that platforms like TikTok are becoming increasingly influential, especially for Gen Z, impacting employer branding and recruitment strategies

The Myth of Hyper-Growth: Successful Startups Follow Quadratic Hypergrowth, Not Exponential. | VC Remote Jobs

Venture Curator • 239 implied HN points • 27 Feb 24
💼 Business Startups Job Opportunities Community Building Venture Capital
  1. Successful startups often experience quadratic hypergrowth rather than exponential growth.
  2. Understanding the quadratic growth model is crucial for predicting and controlling growth in companies.
  3. To sustain growth, companies must launch new products into new markets, leading to a variety of quadratic growth curves over time.