The hottest Substack posts right now

according to Hacker News
Category

Prepare for the Next Bitcoin Mining Infrastructure Boom

Miner Weekly • 59 implied HN points • 14 Dec 23
💰 Finance Regulation Financial Corporate Hardware Bitcoin Mining Infrastructure
  1. Texas is becoming a major global hub for Bitcoin mining, with plans for significant power capacity expansions.
  2. Several major mining companies are gearing up for infrastructure booms by expanding their mining power capacity in various locations.
  3. Regulation news and corporate developments, like the acquisition of power plants, showcase the ongoing growth and changes in the Bitcoin mining industry.

Run A Small Language Model (SLM) Local & Offline

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 39 implied HN points • 14 Feb 24
🕹 Technology Software Development AI Machine Learning Data Privacy Chatbots
  1. Small Language Models (SLMs) can be run locally, giving you more control over your data and privacy. This means you can use them even without an Internet connection.
  2. SLMs are great for specific tasks that don't need the power of larger models, such as simple text generation or sentiment analysis. They can do a lot with less resource demand.
  3. Using SLMs can help businesses reduce costs related to API limits and data privacy issues. They also address delays that come with using larger models.

🎉 Happy New Year! Your Top Articles of 2025 + A Big Thank You

The Product Channel By Sid Saladi • 6 implied HN points • 01 Jan 26
🕹 Technology Productivity Software Developer Tools Product Management AI Guides
  1. The community grew to over 10,000 subscribers and added paid subscriptions, showing strong reader support.
  2. A large library of practical AI and product management resources was published, including a 10-part Ultimate AI Guide and 101 guides for Perplexity, Claude, and ChatGPT to help PMs use AI effectively.
  3. New products and hands-on experiments were launched—GetPrompts and ProductGPT led the way, with Vibe Coding deep dives and AI browser workflow testing making real-world AI tools easier to adopt.

Winner takes all? Blockbusters’ effect on competition in platforms

Platform Papers • 39 implied HN points • 14 Feb 24
💼 Business Strategy Digital Crowdfunding Platforms Competition
  1. Digital platforms have to decide between focusing on blockbusters or long-tail content strategics based on their benefits. Blockbusters can drive significant traffic and users but may also intensify competition by monopolizing user attention.
  2. On crowdfunding platforms, blockbusters can have positive spillover effects by attracting attention and increasing funding for other projects. Related blockbusters have a stronger effect on a project than unrelated ones.
  3. For platforms or businesses, promoting blockbusters strategically can lead to increased user participation, spillover benefits, and competitive advantages. Leveraging blockbusters can drive growth and attract new users to a platform.

The Sequence Radar #559 : Two Remarkable Papers This Week: Self-Improving Agents and the Limits of LLM Memorization

TheSequence • 56 implied HN points • 08 Jun 25
🕹 Technology AI Models Innovation Development Research
  1. The Darwin Gödel Machine is a new AI system that can improve itself by changing its own code, leading to better performance in coding tasks. This approach mimics evolution by letting different versions of the AI compete and innovate.
  2. A recent study found that large language models have a limited capacity for memorizing information, roughly 3.6 bits per parameter. This helps us understand how these models learn and remember data.
  3. Both papers highlight how AI can evolve and learn, with one focusing on self-improvement and the other on what models can and cannot remember. Together, they show the potential and limits of AI development.
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Is Bitcoin Anti-Productive?

Points And Figures • 319 implied HN points • 14 Feb 24
💰 Finance Tech Companies Cryptocurrency Investing Blockchain Regulation
  1. Bitcoin is often underestimated as a fraud, but it has potential for legitimate uses in finance and marketing.
  2. Investing in new, seemingly 'crazy' ventures like cryptocurrency is risky but crucial for progress and innovation.
  3. Cryptocurrency has the potential to revolutionize industries by breaking down monopolistic structures and introducing new possibilities like tokenized systems for immigration and voting.

5 Easy Tips for Writing Cleaner Code [Technique Tuesdays]

Technology Made Simple • 119 implied HN points • 11 Jan 23
🕹 Technology Software Engineering Clean Code Tips Coding
  1. Clean code is essential for software engineering success, especially in large companies where code reviews play a crucial role in promotions.
  2. Using pure functions, named parameters, and meaningful variable names are key techniques to ensure cleaner code.
  3. Avoid hard-coding values and utilize default values to improve code readability, maintainability, and reduce complexity.

The N-stamp

Gordian Knot News • 109 implied HN points • 24 Jan 25
💼 Business Nuclear Energy Quality Assurance Regulations Construction
  1. The N-stamp certifies a vendor's quality assurance process but doesn't guarantee the actual quality of their products. It's more about paperwork than real product inspection.
  2. In shipbuilding, multiple independent inspection teams check quality because they want to avoid costly mistakes. This extra layer helps ensure that ships meet the specifications and are delivered on time.
  3. The nuclear industry's reliance on the N-stamp allows vendors to skip necessary inspections, leading to poor quality products. This system could result in very high costs due to failures in quality control.

Exclusive Discounts for Masterpass Members

Harnessing the Power of Nutrients • 299 implied HN points • 13 Jun 22
💼 Business Discounts Clothing Supplements
  1. Exclusive discounts available for Masterpass members on a variety of products, including supplements, mattresses, saunas, and health foods.
  2. The rebate program offers money back on purchases of specific products, providing additional savings to customers.
  3. Members can request new discounts to be added to the program, expanding the range of products available at discounted rates.

The Liquidity Problem

Points And Figures • 346 implied HN points • 09 Jan 24
💰 Finance Private Markets Investing Regulations Market Efficiency
  1. Carta attempted to tackle the liquidity problem of holding shares in private companies but faced challenges
  2. Creating a liquid market for private company stocks is difficult due to lack of buyers and sellers with aligned incentives
  3. Efforts to solve the liquidity problem might be more successful with digital programmable securities like security tokens

The midwit home

DYNOMIGHT INTERNET NEWSLETTER • 416 HN points • 12 Oct 23
🕹 Technology Automation Sensors
  1. Smart homes can be complicated and require a lot of technical knowledge to set up and maintain.
  2. Simple, midwit solutions like remote-controlled outlets, motion-sensing bulbs, and mechanical outlet timers can make daily tasks easier and more convenient.
  3. Using basic power control for devices can offer a surprisingly effective and user-friendly home automation experience.

Choosing a Data Catalog

Sarah's Newsletter • 279 implied HN points • 03 May 22
🕹 Technology Open Source Outsourcing
  1. In startup culture, collaboration comes naturally, but as organizations grow, maintaining data documentation becomes challenging. Having a centralized data catalog tool is crucial for larger organizations to speak the same language and avoid miscommunications.
  2. Documentation in analytics should enable quick access and understanding of data assets, reducing time spent searching for information and improving decision-making. It goes beyond just listing items and involves data discovery and enablement.
  3. Consider different types of data catalog tools based on your organization's size, budget, and specific needs. Choose tools based on factors like security, collaboration features, integrations with existing data tools, and the level of support required.

Startup Blog #1

The Schematic • 19 implied HN points • 02 May 24
💼 Business Startups Entrepreneurship Tech industry
  1. The author is starting a blog to document the building of a startup, Cauto, while keeping the company's premise a secret until launch.
  2. They had to pivot their business idea for Cauto after realizing that their initial plan of creating code graphing software was overly complex and already present in the market.
  3. The author emphasizes the importance of discussing Cauto in public to receive feedback and stay accountable.

Hallucinations Are Fine, Actually

Artificial Ignorance • 92 implied HN points • 04 Mar 25
🕹 Technology Automation Software Development Data science Machine Learning AI
  1. AI models can often make mistakes or 'hallucinate' by providing wrong information confidently. It's important for humans to check AI output especially for important tasks.
  2. Even though AI hallucinations are a challenge, they're seen as something we can work to improve rather than an insurmountable problem.
  3. Instead of aiming for AI to do everything on its own, we should use it as a tool to help us do our jobs better, understanding that we need to collaborate with it.

The Risk of RISC-V: What's Going on at SiFive?

More Than Moore • 405 HN points • 24 Oct 23
🕹 Technology Semiconductor RISC-V Funding
  1. RISC-V is a royalty-free alternative for core architectures with high adoption in low-end core space.
  2. SiFive, a major player in RISC-V, has experienced significant layoffs and a shift towards focusing on custom cores.
  3. There is speculation around SiFive's investor funding situation, but the company has clarified that they are well-funded and continuing to enhance their product roadmap.

Ahead of the (Yield) Curve

Pivotal • 132 implied HN points • 04 Dec 24
💰 Finance Trading Quantitative Analysis Market Strategies Investing Portfolio Management
  1. The story highlights the importance of adapting to changing market conditions. The team learned they needed to pivot their strategies quickly to stay ahead in trading.
  2. Building successful trading systems requires not just good math, but also understanding market behaviors and managing risks effectively. The approach taken focused on quickly executing trades to capitalize on market noise.
  3. Competition plays a big role in financial markets. As more players adopted similar strategies, the initial advantages of their system decreased, emphasizing the need to continuously innovate.

Jobs and Opps at Positive News, Riverford, Great British Chefs, Campaign, and Many More 👩🏽‍💻

Journo Resources - The Opportunities • 99 implied HN points • 26 Sep 23
💼 Business Job Opportunities Scholarships
  1. Apply for the Georgina Henry Award for Digital Innovation, it could be a game changer for you.
  2. Various job opportunities are available in journalism, from junior recipe developer to managing editor roles.
  3. There are deadlines approaching for journalism awards and scholarships, like The Write To End Violence Against Women Awards and the Working-Class Writers' Prize.

Console #178 - Top open source projects of this week

Console • 413 implied HN points • 08 Oct 23
🕹 Technology Open Source AI Dev Tools Cloud
  1. Top open source projects featured in Console #178 this week include Clickvote, gpt-pilot, and Kestra.
  2. Projects cover a range of languages like TypeScript, Python, and Java, offering various functionalities from upvotes to workflow orchestrating.
  3. The projects highlighted have a significant number of stars and recent commits, showcasing ongoing development and community interest.

The Case For Small Language Models

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 39 implied HN points • 13 Feb 24
🕹 Technology Natural Language Processing Software Development Machine Learning Conversational AI AI Models
  1. Small Language Models (SLMs) can do many tasks without the complexity of Large Language Models (LLMs). They are simpler to manage and can be a better fit for common uses like chatbots.
  2. SLMs like Microsoft's Phi-2 are cost-effective and can handle conversational tasks well, making them ideal for applications that don't need the full power of larger models.
  3. Running an SLM locally helps avoid challenges like slow response times, privacy issues, and high costs associated with using LLMs through APIs.

Best of Brand & Advertising this week - Wimbledon aesthetics, gen-z drinks, agencies suffer & boycotts?!?

The Social Juice • 46 implied HN points • 04 Jul 25
💼 Business Branding Advertising Consumer Trends Media Marketing
  1. Ad agencies are struggling right now, with employment in the US advertising sector dropping for seven months straight. This shows that the industry is facing some tough times.
  2. Gen Z is starting to drink and buy homes again as the cost of living pressures ease. This shift suggests that they may be gaining more financial stability.
  3. Several brands are focusing on celebrating their roots and community through their advertising, like Prada acknowledging its Indian design influences. This might be a trend of brands trying to connect more with diverse audiences.

The Way Of Model-Agnostic Machine Learning

Mindful Modeler • 139 implied HN points • 21 Feb 23
🕹 Technology API Machine Learning Interpretation
  1. Choosing the best model based on performance is crucial in machine learning, even if personal preferences may influence model selection.
  2. Embracing model-agnostic machine learning involves using software that enables flexible model choices, maintaining consistent APIs across models, and prioritizing model-agnostic interpretation methods.
  3. Real-world constraints and preferences often lead to model-specific approaches, but advancements in interpretation methods, uncertainty quantification, and technology are making model-agnostic modeling more feasible.

Avoiding the demise of intention

Alberto Cairo's The Art of Insight • 1 HN point • 09 Sep 24
🕹 Technology Ethics Philosophy Artificial Intelligence Data Visualization
  1. Generative A.I. can create content, but it often lacks the personal touch and intention that human creators bring. It's important for creators to maintain a hands-on approach in their work.
  2. Using software and A.I. tools should enhance creativity, not replace the unique input of individuals. Always customize and refine automated outputs to keep them personal.
  3. A.I. may lower our expectations for creativity and meaningful content, which can be dehumanizing. It's essential to consider how we want to engage with technology in our creative processes.

The Sequence Radar #544: The Amazing DeepMind's AlphaEvolve

TheSequence • 63 implied HN points • 18 May 25
🕹 Technology AI Innovation Research Computing Machine Learning
  1. AlphaEvolve is a new AI model from DeepMind that helps discover new algorithms by combining language models with evolutionary techniques. This allows it to create and improve entire codebases instead of just single functions.
  2. One of its big achievements is finding a faster way to multiply certain types of matrices, which has been a problem for over 50 years. It shows how AI can not only generate code but also make important mathematical discoveries.
  3. AlphaEvolve is also useful in real-world applications, like optimizing Google's systems, proving it's not just good in theory but has practical benefits that improve efficiency and performance.

We Need Efficient and Transparent Language Models

Gradient Flow • 179 implied HN points • 01 Dec 22
🕹 Technology Reinforcement Learning Data Tools Machine Learning NLP AI
  1. Efficient and Transparent Language Models are needed in the field of Natural Language Processing for better understanding and improved performance.
  2. Selecting the right table format is crucial when migrating to a modern data warehouse or data lakehouse.
  3. DeepMind's work on controlling commercial HVAC facilities using reinforcement learning resulted in significant energy savings.

Data at Depth 12: Surging Substack, Creative Reflections, Streamlit GIS Tutorial

Data at Depth • 19 implied HN points • 02 May 24
🕹 Technology Data Visualization Data Analytics Content creation Programming Machine Learning
  1. Documenting analytics platform performance can reveal growth trends and areas needing more attention, like focusing on Substack engagement.
  2. Balancing intrinsic and extrinsic motivation in creativity can impact the quality and longevity of content creation, pushing creators towards enduring satisfaction.
  3. Utilizing AI like GPT-4 for filtering and mapping GIS data in Python with tools like Streamlit can streamline complex data visualization tasks, enhancing efficiency and interactivity.

The Rule Of Five : The All In One Guide For Productivity and Profitability.

Day One • 878 implied HN points • 30 Jul 20
💼 Business Productivity Entrepreneurship Time management Income Strategies
  1. Focus on maximizing your days by adopting a system like the Rule of Five for productivity.
  2. Distinguish between being busy and being productive - don't just go through motions without achieving anything.
  3. Using the Rule of Five can lead to significant increases in productivity, profitability, and achieving goals.

GDP Disappoints in Fourth Quarter

Japan Economy Watch • 139 implied HN points • 14 Feb 23
💰 Finance Population Economics GDP Income Investment
  1. Japan's GDP growth in the fourth quarter of 2022 was below expectations, growing at only 0.6% annually.
  2. Over the past 15 years, Japan has experienced very slow economic growth, with private demand remaining weak and government spending being the main contributor to GDP growth.
  3. While Japan's population decline has had some impact, the country's GDP per capita has still increased at a slow rate, indicating deeper economic issues.

Really good AI would make economic management much easier (Wonkish)

Philosophy bear • 107 implied HN points • 27 Jan 25
🕹 Technology Regulation Market Labor AI Economics
  1. Good AI could help manage the economy by making it easier to fix problems like monopolies or pollution. This means we could better control and regulate businesses to benefit everyone.
  2. If AI can do many jobs humans do now, it could save a lot of money on regulatory costs. This would make it easier for governments and companies to comply with rules and regulations.
  3. With better data and smarter tools, we could understand the costs and benefits of economic actions more clearly. This would help in making better decisions about taxes, regulations, and contracts.

Insights into the future role of public relations in management

Wadds Inc. newsletter • 99 implied HN points • 27 Jul 23
💼 Business Communication Consulting Public Relations Management Research
  1. Public relations saw a boost during the COVID-19 pandemic, which suggests its potential future importance in management. It's important to understand how PR can be both positive and negative depending on its use.
  2. The author has faced difficulties developing a strong argument and is currently reconsidering his work to make it more dynamic and engaging. It often requires starting over to create better clarity and focus.
  3. The connection between management and public relations is not well-studied yet, and there's a chance to make meaningful contributions to this field. Tightening the research scope could help in making it more manageable and impactful.

Creator News Roundup: 02/12/2024

Cosmos • 39 implied HN points • 12 Feb 24
💼 Business Partnerships Subscription Content Trends Creators
  1. Creators are collaborating with big names like NBA players, Netflix, and Nike, showcasing the power and influence of content creators today.
  2. Creator-led productions, like the Sidemen's documentary on Netflix, highlight the growing trend of creators taking control of their content production and distribution.
  3. New partnerships, such as Nike teaming up with a Twitch streamer, signify a shift towards unconventional collaborations and influencers being sought out by major brands for marketing.

Introducing Ronin Ecosystem Grants!

Ronin’s Newsletter • 110 implied HN points • 16 Jan 25
🔮 Crypto Funding Innovation Blockchain Grants Development
  1. Ronin is launching Ecosystem Grants to support builders and innovative projects in the crypto space, offering $10 million in funding.
  2. There are different grant programs available, including one that provides up to $300K for development costs and another for $20K to help cover user onboarding expenses.
  3. To apply for a grant, teams can fill out an online application and will receive support in building their projects, with no deadlines for applications.

How we built a business out of recession - final chapter 54 - the after party

The ZIPster • 44 implied HN points • 11 Jul 25
💼 Business Entrepreneurship Startups Private Equity Financial Management Business Growth
  1. CitNOW was started from a kitchen table and eventually sold, highlighting how businesses can grow even during tough times. It shows that dedication and hard work can pay off.
  2. After selling the company, the founders experienced a mix of relief and uncertainty as the new owners didn't communicate much about the company's future. This emphasizes the importance of support and transparency in business.
  3. The founders moved on to new ventures and enjoyed personal growth after selling CitNOW. This shows that life can change positively after big transitions.

Vol. 1, Issue 37 - Pokémon games as a service is bad news

Johto Times • 79 implied HN points • 19 Oct 23
🕹 Technology Video Games Digital Media Consumer Rights Entertainment
  1. Making Pokémon games available through a service like Nintendo Switch Online can limit players' control over what they can play. If the service ends or costs increase, access to these games could disappear.
  2. Unlike owning a game outright, subscribing to a service means you only have access while paying. This can feel risky when it comes to classic games that many fans have loved for years.
  3. Nintendo has a history of not making games available across its different consoles. Many older Pokémon titles are hard to access now, making it frustrating for fans who want to play their favorites.

If people talk about a bubble, it’s unlikely to crash soon

Klement on Investing • 3 implied HN points • 20 Jan 26
💰 Finance Investing Valuation Behavioral Finance Risk management Markets Equities
  1. It’s very hard to identify a stock bubble in real time, so you usually can’t be sure a bubble exists until after the fact.
  2. Media coverage and investor worries aren’t a reliable signal of imminent crashes; the press often misses bubbles or only calls them out after prices have already fallen.
  3. Even when a bubble exists, stocks can linger near their peak for months or even more than a year before a big drop, so crashes can be delayed and unpredictable.

Dive into UpYouth Vault

Binh’s Archive • 39 implied HN points • 12 Feb 24
🕹 Technology Chatbot Programming Machine Learning Knowledge Management AI
  1. UpYouth Vault is a knowledge management system at UpYouth accessed through a chatbot called Bob on Telegram.
  2. At UpYouth, there was a need for a system like UpYouth Vault to prevent valuable knowledge from getting lost in group chats.
  3. Bob, the chatbot, supports features like semantic search and Retrieval Augmented Generation to enhance user experience.