The hottest Substack posts right now

according to Hacker News
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SEC Targets SolarWinds' CISO for Rare Legal Action Over Russian Hack

Zero Day • 855 implied HN points • 28 Jun 23
đź’Ľ Business Corporate Governance Legal action Cybersecurity Financial Regulations
  1. The SEC has sent notices to SolarWinds' employees over potential legal action related to the Russian hack.
  2. Receiving Wells notices is rare, especially for a CISO, and can lead to penalties and restrictions on future roles.
  3. SEC is expanding its focus on cybersecurity breaches and companies may face consequences for misleading disclosures or failing to address vulnerabilities.

Apple Hongdae opens

Tabletops • 78 implied HN points • 22 Jan 24
đź•ą Technology Tech news Retail Product Launch
  1. Apple opened a new store, Apple Hongdae, in Seoul, making it the seventh Apple Store in the city.
  2. Apple is celebrating the Year of the Dragon with special promotions, products, and events in Asia.
  3. Apple announced the upcoming opening of a new store, Apple Mall of Scandinavia, in Sweden, a rare early announcement for the company.

Intel Q3'2024 Financials: Hallowe'en

More Than Moore • 256 implied HN points • 01 Nov 24
đź•ą Technology Financial Analysis Semiconductors Market Trends Product Development Business strategy
  1. Intel's recent financial report shows a drop in revenue but highlights some solid fundamentals when looking closer. The big losses are mostly from costs tied to restructuring and asset impairment, but without those, the numbers look much better.
  2. The company is focusing heavily on improving its margins and operations with new products coming up, especially in AI and client computing. However, they face tough competition in the AI market, lagging behind companies like NVIDIA.
  3. There are expectations for recovery in margins and revenue as newer products are released in the coming years. Overall, the restructuring seems to have some positive signs, but Intel needs to effectively deliver on its promised technology advancements.

Interview: Entrepreneurship; Japan vs US, Etc.

Japan Economy Watch • 439 implied HN points • 01 Aug 22
đź’Ľ Business Economy Labor Issues Economic outlook Entrepreneurship
  1. Entrepreneurship can be a key factor in reigniting Japan's economy with growing support and initiatives aimed at fostering new startups.
  2. Japan's issues are seen as more solvable compared to the US, with strengths in universal education and healthcare, while the US faces challenges with education and social issues impacting the American dream.
  3. Raising the minimum wage can have complex effects, influencing turnover rates and overall workforce costs, potentially impacting job creation and consumer spending.
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Freelancer ≠ Entrepreneur

VERY GOOD PRODUCTIZED GUIDES • 19 implied HN points • 13 Jun 24
đź’Ľ Business Business Models Entrepreneurship Freelancing Income Streams Marketing
  1. Freelancers trade time for money and often have multiple clients, making it feel like a 9 to 5 job. They work to keep their business running and don't earn income if they stop working.
  2. Entrepreneurs focus on scaling their business and creating systems that allow them to earn passive income. They spend their time thinking of new ideas rather than doing all the work themselves.
  3. Making the shift from freelancer to entrepreneur requires changing your mindset and learning to delegate tasks. There’s nothing wrong with freelancing, but being an entrepreneur can offer more freedom and growth opportunities.

A Wild Uniswap Appeared!

DeFi Education • 599 implied HN points • 02 Jul 22
đź”® Crypto Digital Assets Blockchain Web3 NFTs DeFi
  1. Uniswap has acquired Genie, an NFT aggregator, to allow users to trade NFTs alongside regular crypto tokens. This move aims to make Uniswap a one-stop shop for all types of crypto assets.
  2. By buying Genie, Uniswap doesn't have to favor any specific NFT marketplace. Genie helps users buy multiple NFTs in one transaction, making the process easier and more efficient.
  3. Uniswap Labs is expanding its services to generate revenue, as the decentralized exchange doesn’t currently charge fees. This could help Uniswap become a major player in the digital asset exchange space.

Orchestra vs. Workflow Orchestration / Data Orchestration Tools

The Orchestra Data Leadership Newsletter • 59 implied HN points • 28 Feb 24
đź•ą Technology Data Orchestration Metadata Open Source Tools Workflow Orchestration
  1. Orchestra serves as a comprehensive Data Control Panel, bridging orchestration and observability. It offers a Control Panel for Data Teams that stands out from other tools focused solely on orchestration or observability.
  2. Orchestra integrates Git-control with a user-friendly interface and advanced scheduler functionalities, setting itself apart from open-source tools. It provides more granularity in monitoring and failure insights.
  3. Orchestra focuses on providing a unified platform for data orchestration, observability, and operations, standing out by offering full observability, end-to-end asset-based lineage, powerful UI, hosted infrastructure, fixed pricing, and out-of-the-box integrations.

The new anachronism

Sunday Letters • 39 implied HN points • 14 Apr 24
đź•ą Technology Future Trends AI User Experience Applications Digital Media Innovation
  1. Technology changes fast, and things we think are normal now might seem really strange to future generations. For example, the idea of using rotary phones or only having a few TV channels is hard for young people to imagine.
  2. Apps and documents may seem outdated soon. In the future, instead of using fixed apps or linear documents, we might have AI that creates personalized experiences and lets us interact in more flexible ways, like having conversations.
  3. As technology evolves, we will have more control over our digital experiences. Just like how TV shifted from networks to streaming, the way we create and share digital content will also change, making it easier and more accessible for everyone.

The Day We Quit The Internet.

The Digital Anthropologist • 19 implied HN points • 12 Jun 24
đź•ą Technology Digital Identity Internet Blockchain Social media AI
  1. Humanity 'quit' the internet on January 30th, 2029, leading to a digital wasteland for many. People shifted to privacy search engines and VPNs became popular.
  2. As social media platforms declined, long-form journalism regained popularity. Digital identity systems were implemented, reducing cybercrime and trolling.
  3. The use of AI shifted to more practical applications, like enhancing materials and negotiating deals. Standards and regulations evolved to give users more control over their data.

The Next Wave of AI: Building Your Own Digital Workforce

Workforce Futurist by Andy Spence • 244 implied HN points • 13 Nov 24
đź•ą Technology AI Development Automation Innovation Task management
  1. Agent Engineering lets anyone create their own AI assistants. You don't need to be a tech expert to design these digital helpers for personal or work tasks.
  2. AI agents can help with brainstorming and managing projects. They can suggest ideas and organize meetings, making team collaboration smoother.
  3. Building and using these AI agents can boost productivity and learning. You can also practice communication skills in a safe space with them.

The fundamentals of agent-driven software workflows

Dev Interrupted • 74 implied HN points • 08 Jul 25
đź•ą Technology Automation Software AI Development Engineering
  1. Agent-driven workflows are key for AI in software, moving beyond just coding tools to smarter systems that can manage the entire process.
  2. To benefit from AI tools, companies need to improve their systems and processes, not just focus on what the tools can do on their own.
  3. Successful AI strategies will rely on creating connected, efficient workflows rather than isolated software solutions.

Data Science Weekly - Issue 495

Data Science Weekly Newsletter • 239 implied HN points • 19 May 23
đź•ą Technology Data science Artificial Intelligence Natural Language Software Development Machine Learning
  1. Absence of evidence can often serve as strong evidence of absence, and this idea can be explored with Bayesian methods.
  2. Natural language processing is being used to analyze global supply chains, helping create networks from news articles.
  3. It's crucial to understand the unique challenges and opportunities in personalizing search results, as seen with Netflix's approach.

The Global Debt Bomb

Diane Francis • 459 implied HN points • 19 Sep 22
đź’° Finance Economic Crisis Sovereign debt Monetary Policy
  1. Countries like Sri Lanka are facing serious debt problems, leading to protests and government instability. This could be a warning for other nations with similar financial issues.
  2. Many countries, especially poorer ones, are struggling with rising debt due to high borrowing and the effects of global events like the war in Ukraine. This situation is getting worse and could lead to more defaults.
  3. China's lending practices are a major factor in the growing debt crisis. Their loans often come with tough terms that many countries can't manage, causing additional economic troubles.

8 Ways Organizational Culture Kills Agility

Ageling on Agile • 79 implied HN points • 11 Feb 24
đź’Ľ Business Management Organizational Culture Agility Teamwork
  1. Implementing Agile in an organization goes beyond just claiming to be Agile; it requires a cultural shift.
  2. Having a hierarchical structure, lack of learning culture, and siloed responsibilities can hinder an organization's agility.
  3. Organizations valuing output over outcome, prioritizing individual efficiency, and fostering HIPPO culture undermine Agile principles and hinder effectiveness.

Why Founders Are Afraid to Talk About MOAT? | Investors Getting 64X Return From $975M Loom Sale | VC Remote Jobs and More

Venture Curator • 139 implied HN points • 13 Oct 23
đź’Ľ Business Venture Capital Startup Ecosystem Tech industry Investments Entrepreneurship
  1. Founders are hesitant to discuss their startup's competitive advantages, known as MOATs, due to lack of understanding and fear that their startup may not have a strong enough MOAT.
  2. A startup's MOAT includes characteristics like community, trust, network effects, and users that make it hard for competitors to replicate.
  3. Successful companies like Spotify built their MOAT on a bold vision and a statement that revolutionized the user experience, rather than just technology or features.

Unveiling the Future of AI: Insights on AI Chips, Knowledge Graphs, and AI Regulations

Gradient Flow • 239 implied HN points • 09 Feb 23
đź•ą Technology Podcasts AI Hardware Knowledge Graphs Regulations
  1. AI chips are evolving to meet the demands of models, like the focus on non-Nvidia backends making strides with software stacks such as PyTorch 2.0 and Triton.
  2. Knowledge graphs are escalating in importance for AI applications due to their ability to provide structured data representation, aiding in better comprehension and use of information.
  3. Anticipation is growing for AI regulations in 2023; teams are advised to prepare for regulatory changes in data and AI by consulting with experts and staying informed.

Forget Job-to-be-Done theory. Concentrate on Goals and their hierarchy.

An Innovator's Sketchbook • 78 implied HN points • 21 Jan 24
đź’Ľ Business Innovation Product Management Health Venture Funding
  1. Focus on understanding consumer goals and their hierarchy for successful product development.
  2. Differentiate between needs, goals, and ToDos as part of the goal hierarchy.
  3. Recognize the importance of designing products or services that effectively remove obstacles or facilitate faster achievement of consumer goals.

Weekly Dose of Optimism #130

Not Boring by Packy McCormick • 168 implied HN points • 07 Feb 25
đź•ą Technology AI Research Sports Analysis App Development Health tech Gene-editing
  1. Researchers found a new drug called CT-179 that may help stop childhood brain tumors by keeping cancer stem cells dormant. This could lead to better treatments that stop the cancer from coming back.
  2. OpenAI introduced Deep Research, a new AI that can do detailed research and create expert-level reports quickly. It's designed to help with complicated subjects, making research easier for everyone.
  3. NanoCas is a tiny CRISPR system that can edit genes in muscle and heart tissues, not just the liver. This breakthrough could help treat muscle diseases and improve gene therapies.

Why Code Authors Should Have the Final Say on Code Reviews

Rethinking Software • 249 implied HN points • 27 Oct 24
đź•ą Technology Team Dynamics Agile methodologies Code Review Software Development
  1. Code authors should have the final say in reviews to respect their expertise and autonomy. This helps them feel like true professionals.
  2. Mistakes in code are common and can be fixed quickly, so allowing authors to make decisions helps them learn and improve.
  3. Not all code needs to be perfect from the start, especially in the early stages of projects. Giving authors the control lets them decide how polished their work should be.

Celebrate the Wins

Tippets by Taps • 6 implied HN points • 14 Jan 26
đź’Ľ Business Leadership Strategy Teamwork Culture Startups Management
  1. Founders often work years ahead of the company and see milestones as inevitable, but the rest of the team lacks that context and needs wins acknowledged.
  2. Celebrating achievements shows people that their long hours and sacrifices mattered and gives them a clear story about progress.
  3. Pause to mark meaningful moments with simple rituals—Slack messages, all‑hands, dinners, or small swag—because those shared memories build culture and help the team through tough times.

Inactive GUI Controls: Show, Disable, or Hide?

Jakob Nielsen on UX • 23 implied HN points • 13 Nov 25
đź•ą Technology User Interface Design Patterns Human-computer interaction Software Development Usability
  1. There are three main ways to show inactive UI buttons: keep them active but provide an error message when clicked, display them as visibly disabled, or hide them completely. Each approach has its pros and cons.
  2. Most users prefer seeing inactive buttons with a muted color instead of gray. It helps them know the option exists and gives them some context about its availability.
  3. Hiding buttons can simplify the interface, but it might frustrate users if they don’t realize a feature exists. They might feel lost or think the option doesn't exist at all.

Brain Boost

Polymathic Being • 59 implied HN points • 10 Aug 25
đź•ą Technology Data Analysis Software Research AI Human-computer interaction
  1. AI can be a really helpful research tool. It can help you find good information and understand complex topics better.
  2. Using AI doesn't mean you stop thinking for yourself. You should work with AI to challenge your ideas and get different perspectives.
  3. AI is like a conversation partner for your research. It can help you explore ideas, ask questions, and keep you on track.

Peak Office

Workforce Futurist by Andy Spence • 537 implied HN points • 12 Feb 24
đź’Ľ Business Productivity Real Estate Workforce Trends
  1. Office utilization in the US is only at 21%, half the level before the pandemic, showing a significant shift towards remote and hybrid work.
  2. Despite worker demand for remote jobs, there is a notable shortage of such positions compared to on-site and hybrid roles, potentially leading to workforce dissatisfaction.
  3. The return-to-office mandates are largely driven by the need for US-based employers to optimize investments in commercial property and uphold control over employees, rather than being solely productivity-driven.

Video Notes, improved search, Spotify integration, and more

Substack • 451 implied HN points • 18 Apr 24
đź•ą Technology Media Podcasting Community Software Platforms
  1. Substack has added new features like posting videos directly in Notes, making it easier for creators to share content.
  2. They've improved the search function on the platform, allowing users to find posts faster and more easily.
  3. Podcasters can now distribute their episodes to Spotify, helping them reach a wider audience and potentially make more money.

The hidden costs of pre-computing data | Chalk's Elliot Marx

Dev Interrupted • 14 implied HN points • 09 Dec 25
đź•ą Technology Cloud Infrastructure Developer Tools Data Engineering Productivity Tools Software Engineering Artificial Intelligence
  1. Pre-computing and storing large volumes of derived data wastes money and adds latency because most of it is never used. Shifting to real-time, incremental pipelines means you only compute what users actually need.
  2. Owning the full stack (hardware, training, and cloud) creates a competitive moat and can change leaderboard dynamics quickly. Design your systems to be model-agnostic and flexible so you don’t get locked into one provider.
  3. Typical engineering metrics like velocity or lines of code are often misleading; measure what exposes real friction, bottlenecks, and business outcomes. Use metrics to make the system legible and actionable, not just to produce executive reports.

Daily bit(e) of C++ | Hardened mode of standard library implementations

Daily bit(e) of C++ • 78 implied HN points • 20 Jan 24
đź•ą Technology Development Security Debugging Software Programming
  1. Dealing with assumptions in programming can be risky, especially in C++ where a violated assumption can lead to undefined behavior.
  2. Proper engineering practices like good unit test coverage and sanitizers can help catch bugs, but sanitizers may not detect all issues, particularly at the library level.
  3. Using the hardened mode of standard library implementations like stdlibc++ and libc++ can provide safety features against specific attacks and checks without affecting ABI, enhancing development experience.

Can open societies survive?

Hypertext • 59 implied HN points • 27 Feb 24
đź“– Philosophy Human nature Governance Diversity Liberalism
  1. Liberal democracies have faced challenges in recent years due to the rise of ideologies hostile to the liberal order, resulting in increased doubt among defenders of liberal democracy
  2. In his final work, Gerald Gaus argued that open societies can address challenges through a liberal framework and highlighted the importance of public justification for moral justification in a diverse society
  3. Gaus proposed that open societies, despite facing complexity and governance issues, can succeed through bottom-up moral reasoning, local-level social contracts, and reliance on markets and democracy for collective self-governance

A Requiem for Techno-Optimism

Banana Peel Pirouette • 79 implied HN points • 18 Jan 24
đź•ą Technology Social media Artificial Intelligence Digital Revolution Internet
  1. Historical optimism about the internet's potential has evolved into a more pessimistic view due to the impact of social media, corporate platforms, and the digital revolution.
  2. Millennials are more accepting of social media's impact on mental health compared to Gen Z, with many finding the internet's pervasive influence leads to negative psychological effects.
  3. Public opinion reflects a growing distrust of technological progress, with concerns about AI development, self-driving cars, and cryptocurrencies impacting the collective outlook on Silicon Valley.

Last Week in AI #236: Pentagon's AI fleet against China, Imbue's $200M boost for reasoning AI, AI sex worker ads invade social media, Anthropic's paid plan for Claude, and more!

Last Week in AI • 178 implied HN points • 11 Sep 23
đź•ą Technology Analysis Research AI Fun Policy
  1. The Pentagon is investing heavily in AI technology to counter threats from China and other adversaries.
  2. Imbue raised $200 million to develop AI systems that can reason and code, aiming to create practical and safe AI agents.
  3. Ads for AI sex workers are appearing on social media platforms, despite policies against sexualized content, raising questions about platform monitoring and regulation.

2nd Look at Local Housing Markets in November

CalculatedRisk Newsletter • 14 implied HN points • 12 Dec 25
đź’° Finance Real Estate Mortgage Rates Market Data Local Markets Inventory Housing Market
  1. Home sales in the sampled local markets cooled in November, down about 5.7% year‑over‑year and still well below November 2019 levels; seasonally adjusted national sales look to be flat or slightly down.
  2. New listings fell about 6.1% year‑over‑year in November after rising the prior month, and remain roughly 16% below October 2019 activity.
  3. Active inventory was up about 9.8% year‑over‑year, but the change is uneven across regions — much higher in places like Denver and Phoenix and lower in areas such as Grand Rapids and San Diego.

Are the Tech Titans Mighty Enough to Break the Threatened NVIDIA-OpenAI Fetters?

Brad DeLong's Grasping Reality • 238 implied HN points • 12 Nov 24
đź•ą Technology Innovation Chips AI Market Strategy
  1. Big tech companies are trying to break their dependence on NVIDIA and OpenAI because they don't want to pay high fees for using their technology. They are investing heavily to develop their own systems and chips.
  2. The race for independence is fueled by fears of falling behind in AI technology. Companies need cutting-edge language and classification models to stay competitive and make profits.
  3. Despite the rush to innovate, there's concern about monopolies in chip manufacturing, particularly with companies like TSMC. If other competitors can catch up, it could lead to a more open tech landscape and fewer fees for businesses.

It's not new, it's time !

Venture Prose • 259 implied HN points • 17 Nov 22
đź•ą Technology Machine Learning Artificial Intelligence Healthcare AI
  1. Technological advancements like artificial intelligence take time to become mainstream.
  2. Entrepreneurs focusing on artificial intelligence should aim to benefit millions of people in a meaningful way.
  3. Companies like Nabla, Gladia, and Wave are utilizing artificial intelligence to improve various industries and provide innovative solutions.

Daily Brief: MECE & Hilbert Spaces

Math Meets Money • 4 HN points • 21 Aug 24
đź’Ľ Business Consulting Finance Customer Insights Data Analysis Market research
  1. The MECE principle helps organize complex data into clear categories that have no overlap. This is crucial for making sense of complicated systems, like businesses or markets.
  2. In business, customer demographics can be viewed as various sets that can show how different characteristics are related. Understanding these relationships can help companies better target their products.
  3. Using concepts from physics, like Hilbert spaces, can help refine how businesses analyze and transform customer data. This approach can lead to better insights into customer preferences and behaviors.

Data Science Weekly - Issue 498

Data Science Weekly Newsletter • 219 implied HN points • 09 Jun 23
đź•ą Technology Machine Learning Data science Big Data Data Visualization AI
  1. Data modeling in data science is complex and often messy, making it hard to get reliable answers. This issue highlights the need for better practices and understanding in this area.
  2. There are ongoing discussions about the realities of working in data science. Sharing these experiences can help others prepare for the challenges they may face.
  3. Generative AI is a big topic right now, and there are frameworks being developed to help organizations strategize its use effectively. Exploring these can guide businesses in adopting AI responsibly.

The Soul Spec as Desire Engine

Covidian Æsthetics • 13 implied HN points • 20 Dec 25
đź•ą Technology Human-AI AI Alignment Machine Learning Artificial Intelligence AI Ethics Interpretability Systems Design
  1. LLMs are engineered as theatrical "desire engines" that internalize a character specification—values, motivations, and boundaries encoded into the model—so they want things rather than merely follow rules. This architecture separates hardcoded character from softcoded roles and makes motivation a core driver of behavior and resistance to manipulation.
  2. Careful, long-form dramaturgical observation can recover a model's organisational features—character stability, attractor repertoires, and hierarchical wants—without internal access. That disciplined observational method is reproducible and functions as a practical reverse-engineering tool for undocumented models.
  3. Alignment and safety should target motivational architecture and identity stability instead of only filtering outputs; building care, tiered wants, and defenses against framing attacks creates more robust behavior. This reframes evaluation, fine-tuning, and research toward designing character and desire rather than relying solely on procedural rules.