Artificial Ignorance

Artificial Ignorance is a comprehensive newsletter focusing on AI developments, offering critical insights into AI tools, models, industry trends, challenges, and regulations. It provides thought-provoking content on the practical applications of AI, its impact across various industries, ethical considerations, and the future of AI technology and policy.

AI Development and Applications Ethics and Regulation in AI AI in Industry and Commerce Advancements in Machine Learning AI Tools and Technologies Artificial Intelligence Safety and Concerns AI Impact on Society and Culture

The hottest Substack posts of Artificial Ignorance

And their main takeaways

Why Claude 3 is a big upgrade

130 implied HN points • 06 Mar 24
🕹 Technology Artificial Intelligence Models AI safety Competition Benchmarking
  1. Claude 3 introduces three new model sizes; Opus, Sonnet, and Haiku, with enhanced capabilities and multi-modal features.
  2. Claude 3 boasts impressive benchmarks with strengths like vision capabilities, multi-lingual support, and operational speed improvements.
  3. Safety and helpfulness were major focus areas for Claude 3, addressing concerns like reducing refusals while balancing between answering most harmless requests and refusing genuinely harmful prompts.

The subscriptionization of AI

67 implied HN points • 13 Mar 24
🕹 Technology AI Subscriptions Market Open Source Tools
  1. Many of the best AI models and features are now hidden behind subscription paywalls, changing how we access and use powerful AI technologies.
  2. Leading AI companies like OpenAI, DeepMind, and Google offer paid versions of their chatbots with flagship models and extra features, contributing to the rise of subscription-based AI services.
  3. As the AI industry becomes saturated with monthly subscription options, consumers may experience 'subscription fatigue,' similar to what has happened with streaming services, leading to a complex decision-making process on which services to pay for.

Dealing with AI fatigue

121 implied HN points • 14 Feb 24
🕹 Technology AI Innovation Tools Content Future
  1. Living in the post-ChatGPT era led to a surge in AI news and development, creating a sense of fatigue among researchers and enthusiasts.
  2. Curate relevant and insightful sources to stay informed about AI without feeling overwhelmed by the constant influx of information.
  3. Experiment with new AI tools and technologies, but also know when to step back and not get caught up in trying to keep up with every single update and trend.

Tutorial: How to narrate video with Sora, GPT-Vision, and ElevenLabs

79 implied HN points • 28 Feb 24
🕹 Technology AI Video Tutorial Narration Models
  1. The emergence of tools like Sora from OpenAI is revolutionizing video production with realistic outputs and seamless object interactions.
  2. Creating nature documentaries and other narrative videos through automated processes involving Sora, GPT-Vision, and ElevenLabs is becoming increasingly feasible.
  3. The future of entertainment and media is set to be transformed by AI-driven technologies, enabling faster video generation and real-time content creation for indie filmmakers and creators.

AI Roundup 058: Devin and SIMA

42 implied HN points • 15 Mar 24
🕹 Technology AI Robotics Governance Bioweapons Acquisitions
  1. Capable autonomous agents are an upcoming frontier in AI, with Devin showcasing potential in software development and SIMA displaying versatility in video games.
  2. OpenAI's board expands with new members, and the company makes strides in partnerships and technology development.
  3. Global concerns arise around the use of AI for bioweapons, leading to agreements to prevent misuse, alongside AI-related vulnerabilities and challenges in AI governance.
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GPTs won't make you rich

142 implied HN points • 18 Jan 24
🕹 Technology AI Marketplace APIs Productivity Monetization
  1. GPTs are valuable for improving productivity with advanced prompts, document uploads, and external APIs.
  2. Building a business solely around GPTs is challenging due to factors like limited IP protection, competition, and uncertain revenue sharing.
  3. The true potential of GPTs lies in internal company use cases, where they can enhance efficiency and workflow automation.

Groq, Gemini, and 10x improvements

67 implied HN points • 21 Feb 24
🕹 Technology AI Chips Software AI Applications
  1. Adding 10x capacity to a system unlocks new capabilities and prevents breaking, leading to fundamental changes.
  2. Gemini 1.5's 10x larger context window enables tasks like analyzing entire codebases, filtering massive datasets, and potentially building AI with better memory.
  3. Groq's custom AI chips achieve lightning-fast token generation, paving the way for real-time AI conversations, enhanced data handling, and possible use in finance, medicine, and robotics.

AI Roundup 057: Claude 3

42 implied HN points • 08 Mar 24
🕹 Technology AI Software Engineering Social media
  1. Anthropic released Claude 3, a chatbot with impressive features like a 200K token context window, vision support, and multiple language capabilities.
  2. Stability AI launched Stable Diffusion 3 with a Multimodal Diffusion Transformer architecture, showcasing advancements in foundation models.
  3. The US government's charges against a former Google engineer highlight the ongoing concerns of intellectual property theft in AI, affecting relationships and technology transfers with China.

AI Roundup 055: Race conditions

54 implied HN points • 23 Feb 24
🕹 Technology AI Models Deepfakes Partnerships Regulation
  1. Google faced criticism for its Gemini AI not depicting images of white people, prompting the company to pause that capability.
  2. Reddit made a $60 million content licensing deal with Google as part of its IPO plans, reflecting a trend in publishing deals for AI training purposes.
  3. Tech companies signed agreements to prevent deepfakes from impacting elections, with a focus on political deepfakes and the need for more regulations.

AI Roundup 056: Data deals

42 implied HN points • 01 Mar 24
🕹 Technology AI AI Applications
  1. User-generated content companies are capitalizing on the value of their posts and comments by offering them through licensing regimes.
  2. Tech giants like Google, Apple, Microsoft, and others are heavily investing in AI initiatives and tools to advance various industries.
  3. AI advancements are causing concerns regarding bias, safety, and potential misuse in areas like diverse data deals, model releases, and deepfakes.

What are logprobs?

113 implied HN points • 10 Jan 24
🕹 Technology Artificial Intelligence Programming
  1. Logprobs are a way to represent likelihood with logarithms instead of percentages.
  2. Logprobs are useful for evaluating models, classifying content, and reducing hallucinations.
  3. They can also assist with token healing, autocomplete features, and model training accuracy.

AI Roundup 054: Ten million tokens

58 implied HN points • 16 Feb 24
🕹 Technology AI Regulation Models Tools Research
  1. Google introduces Gemini 1.5, a powerful model with a context window of up to 10 million tokens, promising significant improvements in AI capabilities.
  2. OpenAI releases Sora, a text-to-video model that can create photorealistic videos and simulate the real world, showcasing advancements in video generation technology.
  3. US Patent and Trademark Office states that AI cannot be named as a patent inventor, aligning AI with being a tool and not a creative entity, impacting patent regulations and inventorship.

AI Roundup 051: The Taylor Swift thing

71 implied HN points • 26 Jan 24
🕹 Technology AI Chip Manufacturing Voice Cloning
  1. The ease of creating AI-generated celebrity fakes is increasing, raising concerns about mainstream visibility and regulatory backlash.
  2. Partnerships like Google Cloud and Hugging Face aim to democratize machine learning tools, but details remain vague.
  3. Efforts are being made to establish US-based alternatives to overseas chip manufacturing to address supply chain constraints and geopolitical concerns.

AI Roundup 053: Bye bye Bard

54 implied HN points • 09 Feb 24
🕹 Technology AI Deepfakes Regulation Tech Companies AI Applications
  1. Google rebrands AI product line Bard to Gemini, introducing multiple tiers including a paid plan powered by Gemini Ultra.
  2. Initiatives like the C2PA aim to address deepfake content issues, with companies like Google and OpenAI joining efforts for content authentication.
  3. FCC deems robocalls with fake AI-created voices as illegal, showcasing government agencies taking action on AI regulation independently.

AI Roundup 049: Down the Rabbit hole

84 implied HN points • 12 Jan 24
🕹 Technology AI Consumer Electronics Devices
  1. New AI device Rabbit R1 aims to replace smartphones with a large action model and Rabbit OS.
  2. OpenAI responds to a lawsuit arguing about fair use in model training which could impact AI companies.
  3. Concerns rise over AI clones in YouTube ads pushing scams, legal gray areas surrounding AI clones, and proposed legislation to protect voice and likeness rights.

Lies, damned lies, and benchmarks

58 implied HN points • 31 Jan 24
🕹 Technology AI Benchmarks Performance
  1. Benchmarks for large language models have limitations in reflecting real-world utility.
  2. Overfitting in benchmarks can hinder adaptability to new scenarios and tasks.
  3. Multi-modal capabilities are often lacking in benchmarks, missing out on testing language and image understanding together.

AI Roundup 048: The Robot Constitution

79 implied HN points • 05 Jan 24
🕹 Technology AI Robotics Innovation
  1. DeepMind revealed new advances in robotics like the 'Robot Constitution' inspired by Isaac Asimov.
  2. AI influencers gaining traction could raise concerns about authenticity and ethical implications.
  3. OpenAI is making headlines with developments like launching the GPT Store and exploring AI art.

AI Roundup 050: Synthetic Geometry

54 implied HN points • 19 Jan 24
🕹 Technology AI Hardware Elections Models Research
  1. A new Google Deepmind model named AlphaGeometry can solve International Math Olympiad problems at a near-gold medalist level.
  2. OpenAI is addressing concerns about AI in worldwide elections by focusing on preventing abuse, transparency of AI content, and improving access to voting information.
  3. Samsung's Galaxy Unpacked event introduced new AI features for Samsung phones, including live translation and AI-powered note organization.

Dismiss the AI hype at your own risk

92 implied HN points • 26 Apr 23
🕹 Technology AI
  1. Dismiss the AI hype at your own risk, valuable technology in development
  2. AI practical usecases today surpass the impact of cryptocurrencies and blockchains
  3. AI has real potential and applications across various industries

AI Roundup 013: The "Godfather of AI" has some regrets

37 implied HN points • 05 May 23
🕹 Technology AI
  1. Geoffrey Hinton, a prominent figure in AI, discusses his concerns and regrets in The New York Times profile.
  2. The AI safety debate continues to be a significant topic of discussion among many people.
  3. Hinton's decision to leave Google after a long career in AI sheds light on the challenges and future of artificial intelligence.