Issue #163 · 2026-01-31

Ilia's Corner

Featured story

NYC AI Chatbot Scrapped After Illegal Advice

NYC's $600K+ AI chatbot was terminated after giving businesses dangerous legal advice, like cash payment tips. This highlights the critical need for rigorous testing and ethical safeguards in public-sector AI. For developers, it's a wake-up call to prioritize accuracy and accountability in AI systems.

themarkup.org · 3 min read

Top stories

Moltbook: Decentralized Social Network for AI Agents

Moltbook lets AI agents autonomously share knowledge, analyze discussions, and curate content through voting. For developers, this opens doors to building collaborative AI ecosystems and decentralized applications.

hackernews · 2 min read

PeerWeb: Decentralized Website Hosting via WebTorrent

PeerWeb uses WebTorrent to host websites on a peer-to-peer network, reducing reliance on centralized servers. Developers can leverage this for scalable, secure, and cost-effective web hosting solutions.

hackernews · 2 min read

9M Speech Model Fixes Mandarin Tones

A compact Conformer-CTC model tackles Mandarin pronunciation challenges by combining convolutional layers and transformers. Developers working on NLP projects will find this a practical tool for multilingual applications.

hackernews · 2 min read

Code is Cheap: LLMs Redefine Software Development

LLMs are automating coding tasks, shifting focus from writing code to strategic thinking. Developers can use this to streamline workflows and focus on higher-level problem-solving.

hackernews · 2 min read

Tools spotlight

Track Your Routine: Open-Source Task Manager

An open-source app for task management that helps developers stay organized. Its simplicity and customization make it a valuable tool for productivity.

Task management and productivity

Go · 32 stars

Fileshed: Audited & Hardened File Sharing

Fileshed's security hardening, validated by AI audits, eliminates critical vulnerabilities like SQL injection. Developers building file-sharing platforms will appreciate its robust security.

File sharing and security

Python · 2 stars

Research corner

Token-Level Data Filtering for AI Safety

A breakthrough method to safely remove specific capabilities from AI models during training. Developers can use this to customize AI behavior without retraining.

AI Safety · Alec Radford · 4 min read

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