The hottest AI Substack posts right now

And their main takeaways
Category
Top Technology Topics

Import AI 336: Financialized AI; public and elite AI opinion; one million insects.

Import AI • 519 implied HN points • 14 Aug 23
🕹 Technology AI
  1. The financialization of AI is increasing, with companies finding new ways to fund AI projects through unconventional means like debt collateralized against GPUs.
  2. AI benchmarks are being solved faster, indicating either accelerated AI progress or the increasing complexity in building good benchmarks.
  3. Public opinion, reflected in a poll, shows significant concerns about AI development and regulation, contrasting with elite opinions that emphasize rapid AI advancement.

No More Forms to Fill Out

In My Tribe • 318 implied HN points • 08 Jun 25
🕹 Technology AI
  1. Filling out forms is a common part of life, but it often feels outdated. Instead of forms, we could use conversations with AI to make communication easier.
  2. Using AI like Claude, teachers can upload their syllabi and have an interactive conversation to turn their ideas into structured course content. This way, the process becomes more collaborative and flexible.
  3. This new method allows for ongoing adjustments and real-time feedback, leading to a stronger connection between the content and the user's needs. It's not just about filling out information, but working together to create something meaningful.

🤔 Is Sam Altman is being ... tricksy?

Faster, Please! • 2102 implied HN points • 20 Jan 24
🕹 Technology AI
  1. The OpenAI boss is downplaying the potential impact of human-level AI in the future.
  2. There is a debate on whether achieving artificial general intelligence would be a significant advancement or not.
  3. Sam Altman views AGI as an evolutionary development rather than a revolutionary one, comparing it to the progress of the iPhone.

⤴⤵ Up Wing/Down Wing #34

Faster, Please! • 639 implied HN points • 08 Feb 25
🕹 Technology AI
  1. A new tool in ChatGPT can help with deep research by quickly analyzing information and providing organized reports. This makes it easier for people in schools and businesses to get useful insights.
  2. France is benefiting from its strong nuclear energy production, which keeps electricity prices lower compared to Germany. This helps France avoid the high costs associated with gas and coal.
  3. The push for cleaner energy is gaining speed, as countries like France are moving away from expensive fossil fuels. This shift is important for both economic stability and environmental health.

AI Agents are here. Security isn’t ready.

Brick by Brick • 18 implied HN points • 20 Jan 26
🕹 Technology AI
  1. AI agents are becoming autonomous actors that plan, execute, and adapt across systems. Adoption is accelerating even though security practices are not yet ready.
  2. You can’t secure what you can’t find, so teams need new discovery and observability that capture reasoning traces, tool calls, and decision paths—not just inputs and outputs.
  3. Control depends on giving agents first-class identities and enforcing continuous, context-aware authorization so actions can be audited, constrained, and revoked without killing their autonomy.
Get a weekly roundup of the best Substack posts, by hacker news affinity:

ChatGPT Agent Mode, and "Vibe Automations"

Enterprise AI Trends • 253 implied HN points • 18 Jul 25
🕹 Technology AI
  1. Agent Mode in ChatGPT acts like a virtual worker that can handle tasks automatically, making it easier to manage complex workflows. You can schedule it to help with tasks repeatedly, which means less hassle for users.
  2. This feature allows users to create multi-step processes by simply stating what they want, rather than setting up complicated workflows. It makes AI automation more accessible to regular users.
  3. OpenAI's Agent Mode could change how companies use AI tools, as it competes with traditional AI automation solutions. It has the potential to redefine productivity for many types of workers, but it also faces challenges from other tech companies and current internet restrictions.

What lies ahead for robotics and AI in 2024?

Robots & Startups • 319 implied HN points • 04 Jan 24
🕹 Technology AI
  1. The top three technological, social, and economic trends in robotics and AI in 2024 are worth exploring.
  2. Exciting advancements may surprise us in the fields of robotics and artificial intelligence.
  3. Robotic and AI developments are anticipated to shape the future in diverse and impactful ways.

Briefing: Instagram nudges, Stripe retries, Chrome AI

Department of Product • 275 implied HN points • 25 Jan 24
🕹 Technology AI
  1. Instagram is implementing a new safety feature to deter teens from night-time app use.
  2. Many companies struggle to train employees on GenAI tools, but new visual AI workflow tools like VectorShift aim to simplify the process for product teams.
  3. Netflix's success in ad-funded plans raises questions on whether this model will extend to other product categories like SaaS.

DeepSeek: Is this Jevon's Cope?

Mule’s Musings • 635 implied HN points • 29 Jan 25
🕹 Technology AI
  1. Price changes can greatly influence how people feel about markets, leading to strong swings in sentiment. This idea is evident in the ongoing debates around AI infrastructure spending.
  2. The Jevons Paradox suggests that as technology makes things cheaper, demand often increases instead of decreases. This means that even with better technology, we may use more resources rather than less.
  3. There is a real risk that supply can exceed demand in the short term, impacting the market negatively. While the long-term picture may be optimistic, the immediate situation can be very different.

Data Science Weekly - Issue 525

Data Science Weekly Newsletter • 359 implied HN points • 15 Dec 23
🕹 Technology AI
  1. Learning about causal models is important in data analysis because it helps explain what caused the data. This understanding can improve how we interpret results using Bayesian methods.
  2. There's growing concern over data privacy in AI tools like Dropbox. Users are worried their private files could be used for AI training, even though companies deny this.
  3. Netflix recently held a Data Engineering Forum to share best practices. They discussed ways to improve data pipelines and processing, which could benefit many in the data engineering community.

AI's Big Hype

The Biblioracle Recommends • 511 implied HN points • 28 May 23
🕹 Technology AI
  1. People promoting generative AI want us to believe it is inevitable, but that doesn't mean it's without risks.
  2. Humanity often faces catastrophic failures due to a mix of bad structural incentives and human desires.
  3. The push for artificial intelligence might lead to a world where human expression is replaced by algorithms, impacting writing and creativity.

Recruiting Brainfood - Issue 338

Recruiting Brainfood • 511 implied HN points • 02 Apr 23
💼 Business AI
  1. 300 million white collar jobs are at risk of being fully replaced by Generative AI.
  2. AI's impact on economic growth is significant, potentially affecting job security.
  3. Twitter's recommendation algorithm offers insights into enhancing content reach and engagement.

📌🔜 REMINDER: AI DOOM SYMPOSIUM WITH LIRON SHAPIRA

The Cosmopolitan Globalist • 4 implied HN points • 22 Feb 26
🕹 Technology AI
  1. An AI Doom Symposium with Liron Shapira is starting in one hour and subscribers are invited to join.
  2. The event specifically invites people who think AI risks are overhyped to come and make their case.
  3. The Zoom link is behind a paywall to encourage subscriptions, but there are options for free access or assistance if you can’t afford to subscribe.

DeepSeek: what it means and what happens next

ChinaTalk • 622 implied HN points • 01 Feb 25
🕹 Technology AI
  1. DeepSeek is a unique AI research lab that has no pressure to make money. This allows them to focus on innovation and open-source work without the typical commercial constraints most tech companies face.
  2. They prioritize hiring young, talented engineers who are passionate about technology. This approach leads to fresh ideas and creativity, breaking from traditional hiring practices in other companies.
  3. DeepSeek's relationship with the Chinese government is evolving, with potential benefits and challenges. As they gain more attention, there are questions about how much freedom they'll have in their open-source projects.

✨😈 Is AI really a 'deal with the devil?'

Faster, Please! • 731 implied HN points • 02 Jan 25
🕹 Technology AI
  1. Science fiction often shows us two sides: one where technology helps us thrive and another where it brings doom. It's important to focus on the positive potential of technology, like AI, rather than just the fears.
  2. Many stories about artificial intelligence lean toward the negative, showing it as a threat to humanity. This comes from a long history of tales warning us about the dangers of seeking forbidden knowledge.
  3. The idea of trading something valuable for knowledge is age-old, like in the story of Faust. This shows that while there are risks in technology, curiosity and progress can lead to great benefits if approached wisely.

Import AI 346: Human-like meta-learning; a 3 trillion token dataset; spies VS AI

Import AI • 459 implied HN points • 30 Oct 23
🕹 Technology AI
  1. UK's intelligence services are slightly worried about the safety implications of generative AI technologies, particularly in amplifying existing risks like cyber-attacks and digital vulnerabilities
  2. Research shows that a basic Transformer neural net architecture can meta-learn and match human performance in inferring complex rules from small data, hinting at AI systems increasingly displaying human-like qualities
  3. Facebook's Habitat 3.0 software enables training and testing agents to collaborate with humans by simulating realistic 3D environments with humanoid avatars, human-in-the-loop interactions, and benchmark tasks for human-robot interaction

Decay Functions

Abstraction • 29 implied HN points • 09 Jan 26
🕹 Technology AI
  1. A single probability for a time window needs a decay model because where the probability mass sits across the window determines how much chance remains as time passes.
  2. Probability can follow different hazard patterns—constant (linear decay), increasing (back-loaded, like last‑minute negotiations), decreasing (front‑loaded, like ceasefires), or event‑driven—and each pattern changes how fast the cumulative probability is consumed over time.
  3. The forecasting bot classifies which hazard applies (defaulting to constant when unsure) and uses that to update remaining probability as time elapses, but this is a refinement that can be misclassified and matters most for long‑horizon questions.

Google TPU V6 Designs are Probably in China

AI Research & Strategy • 237 implied HN points • 07 Mar 24
🕹 Technology AI
  1. A Google engineer was arrested for leaking important AI designs, which could have serious effects on the company's competitive edge. It's alarming that such sensitive information can be accessed so easily.
  2. Once Google discovered the employee's suspicious activity, they didn't act quickly enough. Instead of launching a serious investigation, they let him continue working for a bit, which gave him a chance to escape.
  3. This situation raises concerns about how other companies might handle security. If a major firm like Google has weaknesses, it makes you wonder about the safety of information in smaller firms and universities.

Using AI: Queries, Conversations, and Projects

In My Tribe • 303 implied HN points • 11 Jun 25
🕹 Technology AI
  1. A conversation with AI is different from simply asking a question. You can explore topics more deeply and learn from the back-and-forth interaction.
  2. Using AI for projects is essential to becoming skilled with it. It’s like doing a group assignment, where you can create something together.
  3. Providing clear instructions and materials to AI helps it assist you better. Treating it like a partner, rather than just a tool, can lead to better results.

⤴⤵ Up Wing/Down Wing #33

Faster, Please! • 639 implied HN points • 01 Feb 25
🕹 Technology AI
  1. Boom Supersonic is working on a new jet that can fly really fast, like the Concorde. They aim to take people from London to Miami in under five hours, but they have some challenges to overcome.
  2. A new project by DARPA shows that one person can control many robots at once. This could change how we do things in the military and other industries by making robot teamwork easier.
  3. The Duane Arnold nuclear plant in Iowa might reopen by 2028. This is part of a trend to bring back nuclear energy as it can provide clean and reliable power, especially with rising energy needs.

AI Roundup 147: OpenAI's Code Red

Artificial Ignorance • 58 implied HN points • 05 Dec 25
🕹 Technology AI
  1. OpenAI is changing its focus back to improving ChatGPT, stepping away from other projects like ads and personal assistants due to rising competition with companies like Google.
  2. Anthropic is planning to go public and has made significant strides in revenue and product offerings despite facing substantial losses, aiming to challenge the big tech firms.
  3. Three years after the launch of ChatGPT, American opinions about AI are mixed, with some people excited and others fearful, even as AI continues to change industries like education and finance.

Import AI 340: Drone VS human (Drone wins); Adept's small but good AI model; "AI Succession"

Import AI • 499 implied HN points • 18 Sep 23
🕹 Technology AI
  1. Adept has released an impressive small AI model that performs exceptionally well and is optimized for accessibility on various devices.
  2. AI pioneer Richard Sutton suggests the idea of 'AI Succession', where machines could surpass humans in driving progress forward, emphasizing the need for careful navigation of AI development.
  3. A drone controlled by an autonomous AI system defeated human pilots in a challenging race, showcasing advancements in real-world reinforcement learning capabilities.

Classification and Method Selection

Abstraction • 29 implied HN points • 08 Jan 26
🕹 Technology AI
  1. Match the forecasting method to the question type: classify questions into base-rate, time-series, conditional-chain, or novel-event and route each to a specialized approach.
  2. Use the right technique for each class: use historical reference classes and adjustments for base rates, simulate trajectories for time-series questions, multiply conditional probabilities for conjunctive chains, and apply a Laplace-style prior for unprecedented events.
  3. Track and improve empirically: use an LLM classifier (defaulting to base rate when unsure), choose reference classes and decompositions carefully, and measure which methods are over- or under-confident as you scale.

453: Anthropic, Microsoft Athena AI Chip, Nvidia Strikes Back, Antitrust Catch-22, China vs Wind Power, Nobel Immigrants, EV, and JS Bach

Liberty’s Highlights • 491 implied HN points • 11 Oct 23
🕹 Technology AI
  1. Be skeptical of misinformation during times of tragedy and beware of those who use geopolitical excuses to dehumanize situations.
  2. Don't get attached to beliefs and welcome constructive criticism to identify and correct blind spots over time.
  3. Electric vehicles are more energy-efficient compared to internal combustion engine vehicles, and smart planning is key to meet the increasing electricity demand for transportation needs.

AI, or, Shifty Epistemics and Shaky Ontologies

Deep Fix • 491 implied HN points • 07 Jul 23
🕹 Technology AI
  1. AI technology can lead to a breakdown in how we know and understand information, potentially causing chaos and confusion.
  2. The use of AI in an era of eroding trust and extreme ideologies may worsen division and extremism in society.
  3. Concerns exist about the worldviews and intentions of individuals, especially men, behind AI technology, with fears of their impact on society and humanity.

449: Amazon + Anthropic, TSMC AZ, Costco, Xero Shoes, Microsoft + Activision, Bloomberg for Sale, AI Copyright, and The Bear

Liberty’s Highlights • 491 implied HN points • 25 Sep 23
🕹 Technology AI
  1. The author is incorporating strength training into their routine by researching equipment like dumbbells and a bench for a home gym setup.
  2. Obsessing over equipment can distract from the main goal of strength training, but having a convenient home setup may lead to more consistent workouts.
  3. Soap is a relatively recent invention in human history, dating back around five thousand years, significantly changing personal hygiene practices.

Issue #146: PayPal Gets a New CEO, Palmer Luckey's Bank Gets Its Charter, And Experian To Buy Own Up

Fintech Radar • 8 implied HN points • 09 Feb 26
💰 Finance AI
  1. Experian is buying an AI mortgage-shopping platform to move beyond credit reporting and directly steer consumers through mortgage origination, turning its data advantage into a distribution channel for lenders.
  2. A Palmer Luckey–backed neobank won a US national banking charter in under eight months, signaling that regulators are approving new charters much faster and opening a path for more fintechs to become banks.
  3. PayPal replaced its CEO amid board complaints about its pace of change, exposing a deeper identity problem where the company needs a clear strategic direction rather than just new leadership.

Recruiting Brainfood - Issue 336

Recruiting Brainfood • 491 implied HN points • 19 Mar 23
💼 Business AI
  1. AI innovations are rapidly changing knowledge worker productivity and recruiting processes.
  2. There is a shift towards smaller recruitment departments in software organizations.
  3. US banking sector faces hidden risks due to interest rate hikes and unrealized losses.

Will AI cause explosive economic growth?

Economic Growth Blog • 491 implied HN points • 11 Jul 23
🔬 Science AI
  1. AI generating explosive economic growth is unlikely due to competing feedback loops
  2. Increasing growth in ideas through AI doesn't guarantee the same increase in measured economic output
  3. Economic growth driven by AI ideas may not necessarily lead to overall productivity growth

Reflections in a Puddle

Fragmentary • 491 implied HN points • 14 Apr 23
🕹 Technology AI
  1. Interacting with ChatGPT highlights its limitations and lack of true artificial intelligence.
  2. The hype around large language models as AI may be misleading; they are more like well-executed information tools.
  3. Adding new technologies has societal consequences that should be considered and policies set accordingly.

The Year AI Broke

Dada Drummer Almanach • 57 implied HN points • 04 Dec 25
🎶 Music AI
  1. The music business is betting heavily on AI as the main future, with no new technology or artist-development plan to replace streaming.
  2. Relying on AI risks pushing music away from real human musicians and the fans who care about them, which is a short-term approach that undermines music's long-term health.
  3. Artists should lead the creative thinking and efforts to protect music's long-term viability, because healthy music ecosystems matter for communities and the economy.

Data Science Weekly - Issue 542

Data Science Weekly Newsletter • 139 implied HN points • 12 Apr 24
🕹 Technology AI
  1. This newsletter provides links and updates about data science, AI, and machine learning. It's a helpful resource for anyone wanting to stay informed in this field.
  2. One article teaches how to handle real questions using Python, which is great for people wanting practical coding skills. Another discusses techniques to make sure AI outputs stay on task.
  3. The newsletter also features resources and courses to help people learn and improve their skills in data science and related areas. It's a good place to find learning opportunities.

Week #1: Getting Started With Conformal Prediction For Classification

Mindful Modeler • 1018 implied HN points • 20 Dec 22
🕹 Technology AI
  1. Model predictions should consider uncertainty to make informed decisions. Decisions relying only on point predictions can be risky.
  2. Conformal prediction is a method that can provide rigorous uncertainty scores, giving probabilistic guarantees of covering the true outcome.
  3. Conformal prediction is simple to apply, often with just 3 lines of code. It is model-agnostic, distribution-free, and comes with coverage guarantees.

Grok 3 and an accelerating AI roadmap

Democratizing Automation • 554 implied HN points • 18 Feb 25
🕹 Technology AI
  1. Grok 3 is a new AI model that's designed to compete with existing top models. It aims to improve quickly, with updates happening daily.
  2. There's increasing competition in the AI field, which is pushing companies to release their models faster, leading to more powerful AI becoming available to users sooner.
  3. Current evaluations of AI models might not be very practical or useful for everyday life. It's important for companies to share more about their evaluation processes to help users understand AI advancements.

⤴⤵ Up Wing/Down Wing #26

Faster, Please! • 822 implied HN points • 23 Nov 24
🕹 Technology AI
  1. A robotics startup called Physical Intelligence is worth over $2 billion for creating AI-controlled robots that can do complex tasks like folding clothes. They use advanced technology that makes robots smarter and more capable.
  2. Trump is working with a startup called Anduril to improve the US military by adopting new technologies and cutting unnecessary costs. This shows a shift towards more innovative approaches in defense.
  3. Scientists have made tomatoes sweeter and bigger using a method called CRISPR. This could lead to tastier fruits in stores and lower production costs for things like tomato paste.

Methinks the chip-god doth protest too much

Alex's Personal Blog • 65 implied HN points • 26 Nov 25
🕹 Technology AI
  1. Nvidia is experiencing huge revenue growth, but market sentiment is turning negative despite their strong performance. People are questioning if they'll keep leading in AI technology.
  2. There is a growing need for more domestic shipbuilding in the U.S., and startup Valstad is aiming to significantly boost America's ship production capabilities.
  3. Bitcoin's value can sometimes move independently from traditional stocks, showing it can be a different type of investment, but it has recently been performing poorly compared to the Nasdaq.