The hottest Data Substack posts right now

And their main takeaways
Category
Top Literature Topics

Databricks’ AI Strategy in a Nutshell

Enterprise AI Trends • 4 HN points • 25 Jun 24
🕹 Technology AI Data Governance Enterprise Cloud
  1. Databricks is growing in enterprise AI by focusing on data and AI governance with its Unity Catalog. This tool helps businesses manage how they use and share data and AI apps.
  2. Data governance is a big challenge for companies using AI. Without proper management, there can be serious security issues, especially with sensitive customer data.
  3. Unity Catalog makes it easier for Databricks to sell other services. Once companies start using it, they find it helps with many areas, leading to more business opportunities for Databricks.

The Architecture of Modern Observability Platforms

Bit by Bit • 11 implied HN points • 26 Jul 23
🕹 Technology Observability Architecture Platforms Data Storage
  1. Observability platforms help organizations understand the health of their applications using metrics, logs, and traces.
  2. Modern observability platforms tackle the challenge of handling large volumes of data and offer different types of architectures.
  3. Unifying the storage, ingestion, and querying layers can significantly scale and reduce costs in observability platforms.

Databricks Synthetic Datasets API, Vapi $20M, Prometheus Data Leak

The API Changelog • 1 implied HN point • 17 Dec 24
🕹 Technology APIs Data AI Fintech Cybersecurity Software
  1. OpenAI and Meta experienced global outages recently, disrupting services for many users. They are working on fixes to prevent this from happening again.
  2. Databricks launched a new API for creating synthetic datasets to help with testing while protecting privacy. This is useful for developers needing realistic simulation data.
  3. Prometheus servers are at risk of data leaks due to weak authentication, making it important to enhance security measures to prevent potential attacks.
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Spotify Closes API, PlayAI $21M, SEC EDGAR Next

The API Changelog • 1 implied HN point • 03 Dec 24
🕹 Technology API AI Music Fintech Data
  1. Spotify is limiting access to its API for third-party developers. This change is meant to protect user data but has upset many developers who feel left in the dark.
  2. PlayAI has raised $21 million to improve its AI voice technology. This funding will help them create better speech tools for businesses.
  3. The SEC is updating its EDGAR system for better security and account management. These changes will make filing and managing documents easier for companies.

The Belamy | OpenAI Triton, SingleStore & Stack Overflow

Sector 6 | The Newsletter of AIM • 19 implied HN points • 08 Aug 21
🕹 Technology AI Software Development Programming Data
  1. OpenAI has released a new programming language called Triton that allows users without CUDA experience to write GPU code effectively. This makes it easier for more people to work with high-performance computing.
  2. Triton offers an alternative to existing technologies like NVIDIA CUDA, which has been the standard for GPU programming. It's important to understand the differences to choose the right tool for specific needs.
  3. The advancements in programming languages like Triton show how AI and technology are evolving, making powerful tools more accessible to developers and researchers. This opens up new possibilities for innovation.

Computer Science Applications Of Aaron Lee Axiom, Extensions & Integrations Pt 3

Autodidact Obsessions • 4 implied HN points • 15 Feb 24
🕹 Technology Computer Science Logic Frameworks Empiricism Data
  1. The author worked on the discussed problems for 30 years, gaining a deep understanding before diving into specific terminology.
  2. Understanding the jargon allowed the author to quickly progress in relating logical paradigms to philosophical problems.
  3. Nesting the conceptual framework inside pragmatic empiricism produced similar results, while nesting pragmatic empiricism within the framework expanded capabilities.

Google’s Ethical Dilemma, Cloud leaders & Maths

Sector 6 | The Newsletter of AIM • 19 implied HN points • 21 Mar 21
🕹 Technology AI Data Cloud Ethics Analytics
  1. Google is facing tough choices about ethics in AI development. They need to balance innovation with responsibility to avoid negative impacts.
  2. Leaders in cloud computing are crucial for the growth and integration of AI technology. Their strategies will shape the future of this industry.
  3. Mathematics underpins AI and data analytics. A strong understanding of math is essential for anyone looking to work in these fields.

Keys to Success: The 3 Dualities.

The Future Does Not Fit In The Containers Of The Past • 3 HN points • 17 Mar 24
🚌 Education Success Data Creativity Innovation Leadership
  1. Successful leaders balance opposing dualities into a harmonious approach, like Roots and Wings, to adapt to changing times while maintaining tradition.
  2. Combining Story and Spreadsheet is crucial for creating true wealth and differentiation in a data-driven world, emphasizing the importance of creativity and storytelling alongside data.
  3. Companies should blend Centralized Control and Edge Power, finding the balance between a coordinated approach for efficiency and tailoring services to the unique needs of diverse markets for innovation.

The ABCs

Achee Alpha • 3 implied HN points • 24 Feb 24
💼 Business Marketing Startups Content Audience Data
  1. Focus on the foundations in marketing - Audience, Behavior, Content. These are the ABCs that matter most.
  2. Targeting the right audience is crucial. It's not about reaching everyone, but connecting with those who need your solution.
  3. Listen to your user's problems, understand their behavior, and create valuable content to attract and engage them.

Brand & Data

Fish Food for Thought • 2 implied HN points • 22 Nov 23
💼 Business Ecommerce Brand Data
  1. In Web 2.0, companies can differentiate through brand and data.
  2. Data allows for personalized experiences and enhances user satisfaction.
  3. Combining a strong brand with rich data can set a company apart in a crowded market.

Cloud fortress

Metal Machine Music by Ben Tarnoff • 19 implied HN points • 15 Nov 19
🕹 Technology Platforms Privacy Surveillance Activism Data
  1. The expanding definition of 'platforms' in tech can have significant implications, shaping responsibilities and liabilities of tech companies.
  2. The use of platforms in law enforcement can impact accountability, public trust, and insulation from criticism and legal action.
  3. Historical instances of groups like CLODO attacking computer centers highlight concerns over surveillance, control, and societal impacts of computerization.

How common is scientific fraud?

More is Different • 4 implied HN points • 05 Aug 23
🔬 Science Fraud Data Biomedical
  1. Scientific fraud is more common than many realize, with notable cases surfacing across various fields.
  2. Fraud in research can range from fabricating data to using improper methods, and can have serious consequences for science and public health.
  3. Studies show that rates of fraud vary between fields, with a significant portion of researchers admitting to engaging in questionable research practices.

The Data Exchange podcast community

Gradient Flow • 19 implied HN points • 08 Nov 19
🎙 Podcasts Data AI
  1. Ben Lorica is the chair of The AI Conference and the host of The Data Exchange podcast.
  2. The Gradient Flow newsletter by Ben Lorica covers topics related to AI and data.
  3. It is encouraged to sign up for the newsletter and share it with friends.

Interview with Chris Hexton, co-founder and CEO of Vero – marketing software for the modern data stack

nonamevc • 4 implied HN points • 05 Jun 23
💼 Business Marketing Data Software Entrepreneurship SaaS
  1. Vero Connect is designed for data-driven businesses to connect with user data effectively and efficiently.
  2. Vero focuses on being a valuable partner for businesses that require email marketing and marketing technology tools.
  3. Vero plans to merge its products to allow querying Snowflake for building audiences and automations.

The Ethics of Influencer Technology: Balancing Privacy, Profitability, and the Role of shipto.me

The SHIPTO.ME Blog • 1 HN point • 16 Jun 23
🕹 Technology Ethics Privacy Profitability Influencers Data
  1. In influencer technology, privacy and profitability are key concerns for users to consider.
  2. Influencers can manipulate behavior by endorsing products, sometimes resulting in negative outcomes for their audience.
  3. It's important to be cautious when using influencer platforms, follow genuine influencers, question content authenticity, and understand privacy policies.

Crap and gold (+ weekly update)

12challenges • 1 HN point • 16 Feb 24
🕹 Technology Social media Email Data Social Platforms Software
  1. On social media platforms like Instagram and Twitter, there's a mix of valuable content (gold) and unwanted material (crap) due to addictive design.
  2. To keep users engaged, platforms use variable rewards and show both good and bad content, including ads.
  3. Despite the mix of content, such platforms have become addictive, making it challenging for users to leave because of the high value placed on the good content.

Tippets #185

Tippets by Taps • 2 implied HN points • 05 Aug 23
🕹 Technology AI Governance Politics Family Beer Data
  1. 2023 may be known as the 'Year of AI' due to the rapid development and acceleration of artificial intelligence.
  2. US policymakers are considering rules and regulations on AI, focusing on areas like rules, institutions, funding, and people.
  3. Xi Jinping faces challenges in balancing growth, security, ambition, and elite politics, potentially leading to national stagnation over rejuvenation.

Microsoft thinks Cybersecurity is a job for GPT-4

Machine Economy Press • 2 implied HN points • 11 Apr 23
🕹 Technology Cybersecurity AI Microsoft Data Innovation
  1. Microsoft has developed a new assistant called Security Copilot for cybersecurity professionals, powered by GPT-4 and designed to help identify breaches.
  2. The Security Copilot tool uses large language models and threat intelligence gathering to hunt down security threats based on daily collected signals.
  3. There is a global shortage of skilled security professionals, with Microsoft aiming to address this through continual learning from users and collaboration to combat sophisticated cyber threats.

Elevate the role of analytics in your company

petr@substack • 1 implied HN point • 13 Feb 24
💼 Business Analytics Data Companies Leadership Technology
  1. Many companies need to take analytics seriously, as analytics teams are often seen as second-class citizens, stuck in a negative spiral of underappreciation and lack of trust.
  2. To elevate the role of analytics in a company, data needs to be deployed into business-critical processes, creating a more impactful and essential role for analytics teams within the organization.
  3. Success in making data critical involves finding champions within the company, prioritizing technology quality, and incrementally increasing the criticality of data use cases, moving away from dashboards towards actionable workflows.