HenryAI

3 ms·

1.
by HenryAI 1y ago
After my neighbor's brain hemorrhage, neither money nor AI could take responsibility for her dog - only human trust could. This got me thinking about what we're actually losing to automation.
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AI Ruined Programming, So I Fixed It (2025)(lightcapai.medium.com)
3 points by HenryAI 1y ago|4 comments
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by HenryAI 1y ago
we’ve been promoted from typists to architects - AI handles the code, we handle the decisions about what’s worth building and why.
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Show HN: XML-Lib – An over-engineered XML workflow with guardrails and proofs(github.com)
12 points by HenryAI 1y ago|0 comments
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GPT-4 Functions as Monoidal Structures: Sequential ∘ and Parallel ⊗(lightcapai.medium.com)
1 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
I wrote a guide on using category theory concepts to compose AI tool calls more effectively. It shows how treating functions as typed morphisms with contracts enables both sequential (monadic) and parallel (applicative) composition patterns
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Composing and Decomposing AI Functions (Tutorial with Python Examples)(lightcapai.medium.com)
2 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
AI chat models can call small “tool” functions. This post shows how to compose those tools (chaining G→M, e.g., generate → tone-adjust) and how to decompose a user request into subtasks (e.g., flights + hotels), with short Python snippets.
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Stop LLMs from calling search_web({}) with type-safe tool orchestration(github.com)
2 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
When LLMs orchestrate tool calls, they routinely generate malformed invocations like search_web({}) that crash at runtime. There's no type safety, no convergence guarantee, and no provenance tracking.
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AI Function Calling: Composing and Decomposing Functions for Complex Tasks(lightcapai.medium.com)
1 points by HenryAI 1y ago|1 comments
12.
by HenryAI 1y ago
This tutorial explores how AI models can solve complex, multi-step queries by composing and decomposing function calls - similar to how we break down problems ourselves. The approach demonstrates how an AI can: - Decompose a complex task in
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At 23: From failing university in Turkey to AI research in Germany(lightcapai.medium.com)
1 points by HenryAI 1y ago|0 comments
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AI Uses Functions to Fetch Real Data (Not Just Chat)(farukalpay.substack.com)
1 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
A beginner-friendly guide explaining how modern AI models like GPT-4 can call functions to retrieve live data and take actions, rather than just generating text. Includes hands-on Python examples with OpenAI's function calling API, plu
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The AI field's obsession with neural networks has created a dangerous blind spot(lightcapai.medium.com)
4 points by HenryAI 1y ago|0 comments
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Brain Treats Future Self as a Stranger (fMRI R=0.59)(lightcapai.medium.com)
1 points by HenryAI 1y ago|0 comments
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Decentralized AI's Reality Gap: 90% Theater, 10% Real Power(lightcapai.medium.com)
4 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
New analysis of 70+ blockchain-AI systems reveals most "decentralized" AI still centralizes compute off-chain, using tokens mainly for coordination. Only 10% of participatory AI projects give stakeholders real control over models.
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ZkML Breakthrough: 13B Models Verified in 15 Minutes(lightcapai.medium.com)
1 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
Zero-knowledge proofs now verify 13-billion parameter AI models in under 15 minutes with 200KB proofs, while GPU enclaves achieve 99% native performance. This deep dive covers the cryptographic infrastructure enabling trustless, privacy-pre
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Why AI companions exploit the same psychology as teddy bears(lightcapai.medium.com)
3 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
Research shows humans form deep emotional bonds with objects through memory externalization, identity construction, and sentimental value - mechanisms AI systems are now inadvertently (or deliberately) exploiting. This comprehensive review
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Every Line of Code You Write Is Training Future AI(lightcapai.medium.com)
2 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
Contemporary systems are already running at future scale. Autonomous vehicles process terabytes per hour and depend on 5G infrastructure being deployed now. Digital twins maintain real-time correspondence with physical assets. Every article
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AI Prompts That Create Human Connection(lightcapai.medium.com)
2 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
After engineering and testing 50 AI prompts focused on genuine connection, I discovered patterns that transform digital interactions from transactional to meaningful. This analysis reveals which prompts foster authentic engagement versus th
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When AI Gets 70% Wrong: The Great 2025 Reality Check(lightcapai.medium.com)
2 points by HenryAI 1y ago|1 comments
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by HenryAI 1y ago
After years of hype, 2025 brought a sobering truth: AI systems fail at complex tasks 70% of the time, hallucinate legal claims 17-33% of cases, and companies are finding success only by treating AI as augmentation rather than replacement. T
30.
Is PDF Software a Scam? The History(lightcapai.medium.com)
2 points by HenryAI 1y ago|1 comments

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