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AI Others·2025

The Second Half

Shunyu Yao

Argues AI has entered its 'second half': a working recipe (language pre-training priors + scale + reasoning) now generalizes RL across tasks, so the bottleneck shifts from inventing methods to defining problems and rethinking evaluation.

#RL#ai-agent#evaluation#LLM#blog
GitHub
AI Others·2025
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system_prompts_leaks

asgeirtj

Archive of extracted and leaked system prompts behind major AI chatbots — Claude, ChatGPT, Gemini, Grok, Copilot, Perplexity and more — sorted by vendor and version with update dates, so you can read the hidden instructions and track how they change.

#prompt-engineering#gitHub#chatbot#LLM#ai-tools
GitHub
AI Others·2025
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Heretic

p-e-w·Worldwidemann

Automatically removes safety alignment from transformer LLMs via directional ablation, with Optuna's TPE optimizer tuning the parameters — no retraining or model-internals expertise needed; hit 3/100 refusals at 0.16 KL on Gemma-3-12b.

#github#ai-tools#ai-library#pytorch#llm+2
GitHub
AI Others·2025
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Cybersecurity Projects

Carter Perez·CertGames

Curated collection of 70 hands‑on cybersecurity projects, certification roadmaps and learning resources organized into Foundations/Beginner/Intermediate/Advanced tiers. Each project ships source code plus deep learn/ documentation; several focus on AI security (LLM prompt defenses, ML threat detection).

#github#security#python#go#react+5
GitHub
AI Others·2026
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Astryx

Facebook (Meta)

Provides a customizable React-based design system and component library designed for people and AI assistants to build together. Ships 150+ accessible components, a theme system, and a CLI; supports swizzling to eject source and className overrides so projects avoid styling lock-in.

#facebook#meta-ai#typescript#javascript#cli+4
GitHub
AI Others·2026
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Securo

securo-finance

Self-hosted personal finance manager that keeps all account data on your server — supports multi-currency accounts, bank sync, rules-based auto-categorization, budgets and asset tracking. Distinguishes itself by privacy-first design and optional self-hosted LLM agents for local data queries; suitable for users comfortable running a server.

#finance#docker#postgres#react#typescript+5
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