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Must Learn AI Security Compendium 2: Generative AI vs. Machine Learning

Rod’s Blog • 59 implied HN points • 11 Sep 23
🕹 Technology Generative AI AI Machine Learning Ethics Applications
  1. Machine learning empowers computers to learn from data without explicit programming, helping them make predictions and decisions.
  2. Generative AI focuses on creating new data based on training data, emphasizing creativity and innovation.
  3. Both machine learning and generative AI have unique applications - from fraud detection and image recognition in machine learning to image generation and music composition in generative AI.

Address Not Found (Part 2)

Cybernetic Forests • 59 implied HN points • 18 Jun 23
🕹 Technology AI Data Analysis Media Communication
  1. Communication technologies historically categorized into one-to-one, one-to-many, and many-to-many transmission systems.
  2. Artificial Intelligence operates in a unique structure called many-to-one-to-one, where data from multiple sources shapes responses for individual users.
  3. AI systems, despite the appearance of one-to-one engagement, actually function asynchronously and as a blend of many-to-one transmission, controlled by the operators and designers.

Repairable Devices Shift Focus To Software Support

Fight to Repair • 59 implied HN points • 02 Jun 23
🕹 Technology Repairability Electronic Devices Software updates Right-to-repair
  1. Repairable devices need software support to last longer, not just physical repairs.
  2. Software plays a crucial role in the obsolescence of devices, like limiting the lifespan of smartphones with discontinued software updates.
  3. Right to repair laws address physical repairs, but not the need for updated software as devices age, highlighting the importance of focusing on software longevity.

My Current Thoughts on Using AI with a Modern SIEM

Rod’s Blog • 59 implied HN points • 06 Sep 23
🕹 Technology Artificial Intelligence Cybersecurity Compliance Challenges Innovation
  1. As technology advances, organizations need to integrate AI with SIEM to enhance cybersecurity defenses against sophisticated cyber threats.
  2. AI-driven SIEM solutions offer advantages like advanced threat detection, real-time monitoring, automated incident response, and predictive analytics, empowering organizations to stay ahead of cyber threats.
  3. Challenges in AI-driven SIEM include the need for skilled personnel, potential for false positives, and ethical considerations around AI-powered decision-making in cybersecurity.

Doug MacDowell: Lean Mean Computing Machine (LMCM)

Do Not Research • 59 implied HN points • 07 Sep 23
🕹 Technology Customization Cooking Specifications
  1. A unique personal computer, the Lean Mean Computing Machine (LMCM), is created using a George Foreman 360 Grill and various components, offering multi-functionality.
  2. The LMCM allows for cooking while computing, with adjustable temperature control and a nonstick design for healthier cooking.
  3. Specifications of the LMCM include an Intel Core i7-3770 CPU, 16GB RAM, 240GB SSD, and 1500 watt cooking power, making it a versatile and convenient option.
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Google Cloud's Core Principles of System Design [System Design sundays]

Technology Made Simple • 59 implied HN points • 04 Sep 23
🕹 Technology System Design Cloud Computing Documentation Architecture
  1. A robust system design should be secure, reliable, scalable, and independent, allowing for iterative changes without disruption.
  2. Document everything to help visualize deployments, collaborate effectively, and guide future design decisions.
  3. Simplify system design, use fully managed services, decouple architecture, and strive for a stateless architecture to improve reliability and scalability.

Should Car Safety Features Have A Paywall?

Fight to Repair • 59 implied HN points • 14 Jul 23
🕹 Technology Consumer Rights Regulations Tech Policy Automotive
  1. Consumer Reports campaign seeks to make safety features like Automatic Crash Notifications (ACN) standard rather than paid subscriptions by car companies.
  2. The trend of companies turning safety features like Apple's Emergency SOS into subscription services raises concerns about access to potentially life-saving features.
  3. Regulators like the FTC are taking steps against companies like Tesla and John Deere for using software controls to enforce subscriptions and deny access to users, highlighting the need for government intervention to protect consumer rights.

The Tech Buffet #2: How To Use LangChain to Perform Question Answering Over Documents

The Tech Buffet • 59 implied HN points • 06 Sep 23
🕹 Technology Artificial Intelligence Machine Learning Programming Software Development Data science
  1. You can use LangChain to build a question-answering system that works with documents. It helps you fetch answers from documents effortlessly.
  2. The process involves loading a document, splitting it into manageable chunks, and then using these chunks to find answers. This way, you have context to support the answers generated.
  3. It's important to keep experimenting and refining your system for better answers. Check out more details in the LangChain documentation for tips and improvements.

Tip: Reset Your Wrecked Web App from the Azure OpenAI Chat Playground

Rod’s Blog • 59 implied HN points • 30 Jun 23
🕹 Technology AI Azure Chatbot
  1. You can reset your web app using Azure OpenAI Studio, which is helpful when you mess something up and need to start fresh.
  2. This feature is typically used to update apps with new models, but it can also be handy for reverting back to a clean slate to try again.
  3. By deploying your existing web app through the 'Deploy to' button, you can effectively reset it to its initial state.

Reliance on legal advice

The Jolly Contrarian • 59 implied HN points • 06 Jul 23
💼 Business
  1. It is important for agents to not disclaim their liability to customers; instead, they should sue their own lawyers if they receive bad advice.
  2. Customers should not be held responsible for the consequences of an agent relying on incorrect legal advice.
  3. Having a clause that dissolves all liability for agents could lead to poor behavior, damages client relationships, and ultimately benefits the lawyers more than anyone else.

Permissions Required to Migrate to the New Simplified Pricing Model in Microsoft Sentinel

Rod’s Blog • 59 implied HN points • 07 Aug 23
🕹 Technology Software Microsoft Sentinel Pricing Security
  1. To migrate to the new simplified pricing model in Microsoft Sentinel, you need specific permissions like "Microsoft.OperationsManagement/solutions/write" on the "SecurityInsights(<workspace name>)" solution resource.
  2. Support is considering updating documentation or the built-in role for easier migration to the new pricing model.
  3. Stay updated on resolving the permission issue by following the provided links to Microsoft Security Insights show and joining the MSI Show Discord Server.

Must Learn AI Security Part 8: Model Stealing Attacks Against AI

Rod’s Blog • 59 implied HN points • 05 Sep 23
🕹 Technology Data Management AI Security
  1. A Model Stealing attack against AI involves an adversary attempting to steal the machine learning model from a target AI system, potentially leading to security and privacy issues.
  2. Different types of Model Stealing attacks include Query-based attacks, Membership inference attacks, Model inversion attacks, and Trojan attacks.
  3. Model Stealing attacks can result in loss of intellectual property, security and privacy risks, reputation damage, and financial losses for organizations. Mitigation strategies include secure data management, regular system updates, model obfuscation techniques, monitoring for suspicious activity, and implementing multi-factor authentication.

How To Lose Customers & Alienate People

Build To Scale • 59 implied HN points • 26 Sep 23
💼 Business Customer Relations Management Leadership Investment Corporate culture
  1. Talk to customers and employees, but don't bother listening. Just talk about your vision and plans without engaging in meaningful conversations.
  2. Don't shy away from bad news and blame it on employees. Overreact publicly, especially to junior staff, to discourage them from sharing any negative news.
  3. Focus on competitors, raise money, surround yourself with yes-men, disregard customer needs, and prioritize optics over actual performance if you want to lose touch with your business and alienate people.

The Bull Case for Alternative Data

The Data Score • 59 implied HN points • 11 Apr 23
💰 Finance Financial Markets Investing Data Analysis ROI Network Effects
  1. The Alternative Data industry is currently facing challenges but has the potential for long-term success by emphasizing clear client outcomes and building network effects.
  2. Understanding the value clients gain from data insights is crucial, as insights drive decisions and financial outcomes.
  3. Creating network effects and aligning data teams with critical client outcomes are key factors for the Alternative Data industry to move towards sustained growth and productivity.

More than six billion smartphones on Earth, but who will fix them? Week in Repair

Fight to Repair • 59 implied HN points • 02 Mar 23
🕹 Technology Right-to-repair Repair E-Waste Legislation
  1. Over 6.92 billion people own smartphones worldwide, making up 86.34% of the population. These devices typically last 2-3 years before adding to the growing e-waste crisis.
  2. Apprenticeships for device repair are crucial to address the demand for repair professionals. Establishing industry standards and training programs can create sustainable careers in tech.
  3. State legislatures are advancing Right to Repair bills for agricultural equipment and electronics, aiming to provide consumers and independent repair shops with parts, tools, and information to fix their devices.

An Integral Perspective, Part 1

Weekly Wisdom • 59 implied HN points • 06 Jul 23
📖 Philosophy Types States
  1. Integral theory aims to synthesize all human disciplines into a meta-theory bridging spirituality and science, developed by Ken Wilber.
  2. Key elements of integral theory include Quadrants, Levels, Lines, States, and Types, each addressing different dimensions of human experience and development.
  3. The Quadrants component of integral theory encourages openness to diverse perspectives, contributing to increased empathy and understanding through analyzing human disciplines by various viewpoints.

jacking themselves off in outer space, forever

Banana Peel Pirouette • 59 implied HN points • 13 Sep 23
📖 Philosophy Existentialism Science Ethics Metaphysics
  1. Both mystical and technological prophecies of salvation cater to common human desires for happiness, beauty, health, and self-improvement.
  2. Futurists present a secularized version of salvation through technological advancements, citing historical progress and scientific advancements as evidence for a utopian future.
  3. The idea of eternal bliss and immortality is being reimagined in futurism as a vision of humanity evolving into advanced beings existing in a digital, self-indulgent form in outer space.

Listen More

Build To Scale • 59 implied HN points • 15 Aug 23
💼 Business Leadership Customer Feedback Product Development
  1. Executives, especially founders and CEOs, need to prioritize listening to customers over talking to ensure they understand market needs and priorities.
  2. Encouraging a culture of customer-centricity within a company can lead to product success and advantages in the marketplace.
  3. Listening to customers can help reorient engineering efforts towards solving the problems that truly matter to customers, preventing product failures.

A Quick Way to Verify the Connection Between Microsoft Defender External Attack Surface and Microsoft Sentinel

Rod’s Blog • 59 implied HN points • 13 Jun 23
🕹 Technology Data Management Cybersecurity Software
  1. Check for custom tables starting with 'EASM' to verify connection between Microsoft Defender External Attack Surface and Microsoft Sentinel.
  2. In Microsoft Sentinel, tables will show up in the Custom Logs Solutions area.
  3. Connecting EASM to Microsoft Sentinel involves three steps: setting up EASM, configuring permissions, and enabling the connection.

The Jargonator T-800 Newsletter Entry

The Data Score • 59 implied HN points • 02 Oct 23
💼 Business Market research Data Finance Investing Technology
  1. The newsletter offers insights into data-driven decision-making for a range of professionals.
  2. The newsletter includes a section where jargon related to finance, data, and technology is defined in simpler terms.
  3. Top 5 most viewed articles from the Data Score Newsletter offer valuable insights on revenue estimates, alternative data, evaluating data partners, and more.

Track Major New Features for Microsoft Security Products Using RSS Feeds

Rod’s Blog • 59 implied HN points • 12 Jun 23
🕹 Technology Software Updates
  1. Keeping up with changes in Microsoft products can be challenging, especially with frequent updates to security products.
  2. Rod Trent provides weekly newsletters covering major announcements and important enhancements in Sentinel, Defender, and Azure OpenAI.
  3. Microsoft now offers RSS feeds for their security products, making it easier to stay updated on new features.

Any Cables Monthly #13

AnyCable Broadcasts • 59 implied HN points • 08 Sep 23
🕹 Technology Software Development Websockets Programming Web Development Ruby on Rails
  1. AnyCable now supports Server-Sent Events (SSE), allowing easy connection for updates without client libraries
  2. Consider the memory and server load implications when managing subscriptions and streams in Action Cable or AnyCable
  3. Creating multiple subscriptions at once can lead to server overload, especially during high traffic situations like server restarts

Must Learn AI Security Part 9: Hyperparameter Attacks Against AI

Rod’s Blog • 59 implied HN points • 07 Sep 23
🕹 Technology Data Machine Learning Security AI Cybersecurity
  1. A hyperparameter attack against AI manipulates crucial adjustable settings of an algorithm to influence the machine learning model's performance and behavior
  2. Different types of hyperparameter attacks can target aspects like performance, biases, vulnerability to adversarial examples, transferability, and resource consumption
  3. Mitigating hyperparameter attacks involves securing data access, monitoring hyperparameter changes, testing robustness, updating models, and following responsible AI practices

✅ Wadds Inc. back to school

Wadds Inc. newsletter • 59 implied HN points • 04 Sep 23
💼 Business Ethics Public Relations Artificial Intelligence Economy Media
  1. Management often does public relations work but doesn't call it that. They typically seek help from PR experts only when absolutely needed.
  2. PR practitioners lack the qualifications and standards that management recognizes. If both sides can address this, PR can be more effective.
  3. The rise of AI tools is changing the PR landscape. PR agencies need guidelines to use these tools ethically and effectively.

Common Techniques For Periodically Extracting Data From Relational Databases

Practical Data Engineering Substack • 59 implied HN points • 18 Sep 23
🕹 Technology Data Engineering Data Warehousing Data Extraction
  1. Data extraction from relational databases is important for building data pipelines. It's key to choose the right method based on factors like the type and size of the data.
  2. There are several techniques to detect changes in the data, including using timestamps and database triggers. These help identify what new or changed records need to be extracted.
  3. Different data extraction patterns exist, like periodic full reloads or incremental updates. Each method has its pros and cons, and the choice depends on the specific data needs and conditions.

What the demise of Sears teaches us about strategy

Ruben Ugarte's Growth Needle™ • 59 implied HN points • 20 Sep 23
💼 Business Identity History Strategy Retail Marketing
  1. Knowing who you are as a business is really important. Sears changed its identity multiple times, which helped it grow in the beginning, but not knowing who they were later on hurt them.
  2. Sears' shift from a catalog seller to a retail store showed that businesses should adapt to changes in the world. They had to think ahead about where their stores should be to meet customer needs as habits shifted.
  3. When businesses don't have a clear identity, they can make confusing decisions that lead to failure. A strong identity helps guide choices and keeps companies focused on what they do best.

California Legislature Passes Electronics Right To Repair

Fight to Repair • 59 implied HN points • 15 Sep 23
🕹 Technology Electronics Design Sustainability Renewable Energy
  1. California Legislature passed a Right to Repair Act, a big win for consumers, small repair shops, and the environment, following years of lobbying resistance from tech firms.
  2. Designer Ollee Means breathes new life into old chairs by restoring and revitalizing them, highlighting the importance of repair and sustainability in modern design.
  3. Google agrees to 10 years of Chromebook support and sustainability measures like adaptive charging, saving costs, reducing waste, and promoting longer-lasting devices.

🕵️🗺️ Where do I deploy Llama-2? 🦙🦙

LLMs for Engineers • 59 implied HN points • 22 Aug 23
🕹 Technology Cost Analysis Machine Learning Cloud Computing Artificial Intelligence Data Privacy
  1. There are many options for hosting Llama-2, including big names like AWS, GCP, and Azure, as well as newer providers like Lambda Labs and CoreWeave. Each has its own pricing and GPU options.
  2. Understanding how much you plan to use Llama-2 is important. This helps you decide whether to use a cloud service provider or a function-based option like Replicate.
  3. Cost-effectiveness varies with different providers. For low usage, function providers can be cheaper, but for higher usage, CSPs might save you money in the long run.

Is ChatGPT Getting worse? A Case Study on Confirmation Bias

The Data Score • 59 implied HN points • 20 Jul 23
🕹 Technology Machine Learning AI Data Analysis
  1. Testing and improving AI models, like ChatGPT, is crucial as our reliance on AI grows. Ensuring model performance and explainability is key for professionals in the field.
  2. Machine learning and AI models face challenges with explainability, especially in the context of large language models like ChatGPT. Specific wording and temperature settings can greatly impact model outputs.
  3. Confirmation bias is a common human tendency to search for and interpret information that aligns with existing beliefs. It's important to recognize and manage biases when assessing AI model performance.

From Farms to Pharmaceuticals: It’s the Monopoly, Stupid!

Fight to Repair • 59 implied HN points • 07 Jul 23
💼 Business Consumer Advocacy Right-to-repair Monopoly
  1. Market concentration, driven by monopolies, is increasing costs in various sectors from farms to pharmacies.
  2. Design patents on standard vehicle parts contribute to higher repair costs and insurance premiums for car owners.
  3. Addressing market concentration through smarter laws and better enforcement of anti-trust policies can help create fairer market conditions for consumers.

Death to Revenue Multiples: Long Live the DCF!

Equal Ventures • 59 implied HN points • 14 Jun 23
💰 Finance Investing Competition Technology Industry Cash Flow Valuation
  1. Revenue multiples have been traditionally used for valuations in the tech world, but they are proving to be ineffective in determining the true long-term value of businesses.
  2. Companies shifting focus from forecasting future cash flow to revenue growth have faced challenges, as revenue multiples don't necessarily reflect future profitability, leading to discrepancies in valuation.
  3. As competition accelerates in the tech industry, companies with strong market captivity and efficient growth strategies are prioritizing developing competitive advantages and generating long-term free cash flow over chasing revenue multiples.

Part 3: How to drive alignment and thrive when business, technology, and data converge

The Data Score • 59 implied HN points • 23 Aug 23
💼 Business Culture Leadership Collaboration Communication Innovation
  1. Original silos and problems need to be addressed collectively since problem complexity is increasing.
  2. To bridge the gap between business, finance, data, and tech, empathy, proactive rituals, and a top-down culture are essential.
  3. Cultural paradigms like psychological safety, treating everyone as a client, and fostering an agile approach help dissolve silos.

Payroll is Big Business

Equal Ventures • 59 implied HN points • 20 Apr 23
💼 Business Market Analysis Payroll Entrepreneurship Financial Services
  1. Verticalized payroll offerings can provide industry-specific features and better service than horizontal players, creating additional monetizable opportunities.
  2. Industries with complex compensation structures, like real estate and insurance, are potential fits for vertical payroll models due to the unique payment systems.
  3. Traits that make a market ripe for a vertical payroll business vary, but complexity in payment structures and workforce dynamics are often attractive qualities.

Writing as synthesis

imperfect offerings • 59 implied HN points • 01 Oct 23
🕹 Technology AI Generative AI Writing Education
  1. Generative AI is being regulated in industries like Hollywood to ensure human writers receive proper credit and compensation even when AI-generated content is used in the development process.
  2. The future of AI in education presents opportunities for collaborative efforts to create public sector language models, potentially shifting costs to governments for developing foundational models for various languages.
  3. Vygotsky's perspective emphasizes how generative AI tools should engage humans in advanced thought processes and interpersonal activities, rather than just producing text, sparking questions about learners' interactions and collective knowledge production.

Properly Setting Up the New MDTI Solution for Microsoft Sentinel

Rod’s Blog • 59 implied HN points • 30 Mar 23
🕹 Technology Software Security Microsoft
  1. The Microsoft Defender Threat Intelligence solution requires careful setup, even though the process may seem straightforward at first.
  2. Proper RBAC (Role-Based Access Control) settings are crucial for successful configuration of the solution within Microsoft Sentinel.
  3. Follow a particular order of installation and configuration steps to ensure the Microsoft Defender Threat Intelligence Solution works smoothly.

The Financial System is in a Death Spiral

Anxiety Addiction & Ascension • 59 implied HN points • 09 May 23
💰 Finance Inflation Monetary Policy Central Banks Financial system Economy
  1. The financial system is facing a crisis with inflation rates far exceeding official figures, leading to a significant decrease in purchasing power for individuals.
  2. Central banks are struggling to control inflation through traditional methods like interest rate hikes due to the risk of causing economic turmoil and further financial instability.
  3. There are no easy solutions to the current financial crisis - whether governments keep printing money or raise interest rates, both options have significant downsides that can lead to widespread poverty.