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Explore top resources and hands-on approaches to building your own toy Large Language Model from scratch, gaining deep insights into its fundamental components like tokenization and attention.

Are your LED bulbs failing too soon? Discover why robust failure statistics are missing from the consumer market, leading to a frustrating "market for lemons" for lighting.

Despite soaring claims of 10x to 1000x productivity boosts in software development from advanced AI, real-world evidence remains scarce. Explore why many are skeptical of 'PhD-level' AI and how economic structures might impact actual productivity gains.

Discover practical ways to turn low-barrier hobbies into income, exploring lucrative local services and navigating the competitive digital landscape with smart strategies and a focus on passion.

Explore the ongoing debate about the AI bubble, distinguishing between a market correction and the technology's endurance. This analysis delves into valuation justifications, the survival prospects of key players, and AI's current capabilities.

Explore the debate on AI regulation, examining arguments for urgent intervention against societal harms like misinformation and polarization, versus concerns about stifling innovation and economic growth.

Explore the escalating concerns about software quality, from excessive memory leaks to systemic failures, and delve into the organizational, economic, and cultural factors contributing to this decline. Discover actionable insights for engineers and users to advocate for and build more reliable software.

Explore the emerging trend of individuals using AI for diagnosis, interpreting lab results, and ordering medications from online pharmacies, alongside the critical debate on its benefits and inherent risks.

Discover effective strategies for assessing developers who leverage AI coding tools in interviews. Learn how to evaluate prompt engineering, critical thinking, adaptability, and real-world problem-solving skills in the age of AI.

Considering a career shift from venture capital-backed tech to Main Street? Explore the realities of different tech philosophies, compensation, and cultural challenges, along with strategies for finding fulfilling work with real-world impact.