@pmarca famously said 'software is eating the world.' Now, Software 3.0 is eating software itself. Software 1.0 and 2.0 are being absorbed into something more powerful. What happens next?
LLMS
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Software 3.0: English as Code, AI as Electricity
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I'M BLOWN AWAY. Andrej Karpathy just explained Software 3.0 at YC. BIG IDEAS: English is coding. AI is electricity. And, build for LLMs, not just people. Key takeaways:
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AI Reasoning: Understanding the Shift in Reasoning Models
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AI reasoning is becoming an AI buzz word, but there’s more to it than just hype. What is AI reasoning and how does it shift how reasoning models work? We dive in: https://
cohere.com/blog/ai-reason
ing
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LLMs Excel in Structured Workflows Today
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People still underestimate what LLMs can do with structured workflows. This thread makes it very clear. It’s not the future, it’s right now.
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Combining Market Data with LLM Analysis in 2025
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If you are not combining market data with LLM analysis in 2025, you're behind. Grok 3 isn’t perfect, but it’s good enough to augment decision making in real time.
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ChatGPT Ideation and Selection Process
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I ask ChatGPT to ideate 30-50 and then choose or sort of direct it to what i need
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Codex Averages 10k Pull Requests Daily Over 35 Days
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Codex has averaged 10k pull requests per day over the past 35 days:
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LLMs in Education: RCT Study Shows Answer-Giving Lowers Test Scores
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This is not a blanket defense of using LLMs in education, they have to be used properly. We know from this well-powered RCT that just having the AI give you answers lowers test scores. https://
papers.ssrn.com/sol3/papers.cf
m?abstract_id=4895486
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LLM Users Show Cognitive Decline Study Methodology Questioned
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This line from the abstract is very misleading: “Over four months, LLM users consistently underperformed at neural, linguistic, and behavioral levels.” It does not test LLM users over 4 months, it tests people who had an LLM help write an essay about that essay 4 months later.
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LLM Use in Education: Engagement and Learning, Not Brain Rot
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This study is being massively misinterpreted. College students who wrote an essay with LLM help engaged less with the essay & thus were less engaged when (a total of 9 people) were asked to do similar work weeks later. LLMs do not rot your brain. Being lazy & not learning does.