New6 min read
Kokoro: Local, CPU-Friendly TTS That Actually Sounds Good
An 82M parameter text-to-speech model that runs on CPU and produces high-quality speech across multiple languages - no cloud APIs or GPU required.
HACKER NEWS
64 articles
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GitLost: How Researchers Tricked GitHub's AI Agent Into Leaking Private Repos
Security researchers discovered a prompt injection vulnerability in GitHub's Agentic Workflows that allows attackers to extract private repository contents through public issues.
•7 min read
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New6 min read
Astro 7.0: Rust Compiler, Vite 8, and Up to 61% Faster Builds
Astro 7.0 rewrites core components in Rust, upgrades to Vite 8 with Rolldown, and delivers significant performance gains for content-heavy sites.
New5 min read
Better Auth Joins Vercel: What It Means for the Auth Ecosystem
Vercel acquires the open-source authentication framework that became the go-to Next.js auth solution. HN weighs in on open source sustainability and vendor lock-in concerns.
New7 min read
GLM 5.2 and the AI Margin Collapse Thesis
Martin Alderson's argument for why open-weights models like GLM 5.2 will compress frontier lab margins is sparking debate on HN. Here is what the thesis actually says, where HN agrees and disagrees, and why it matters for developers choosing models.
New7 min read
Ilya Sutskever's 30 Papers: The Reading List That Covers 90% of What Matters
A CS student built 30papers.com to make Ilya's legendary ML reading list more accessible. HN has thoughts on the source, the format, and why compression equals intelligence.
New6 min read
Small AI Models Are Finding Real Users Where Networks Fail
IEEE Spectrum reports on pharmaceutical AI running on handheld devices. HN debates emergency kits, domain-specific models, and whether AGI will emerge from scaling or specialization.
New6 min read
Ternlight: A 7 MB Embedding Model That Runs Entirely in the Browser
Ternlight ships a ternary-quantized sentence encoder at 7 MB that runs semantic search at 5ms per embedding - entirely client-side via WASM, no API calls required. Here is how it works, what HN thinks, and where browser-side embeddings make sense.
New8 min read
AI Tutor Shows 0.71-1.30 SD Effect Size in Dartmouth Statistics Course
A new study from Dartmouth measures the impact of an AI tutoring platform on introductory statistics performance. Full engagement with the system correlated with significant exam score improvements, though selection bias remains a key limitation.
New8 min read
Anthropic Discovers J-Space: A Global Workspace Inside Language Models
Anthropic's new research reveals LLMs have an internal 'workspace' for silent reasoning - and it could change how we build safer AI.
New7 min read
Clean Code Makes AI Agents 34% More Efficient - New Research
A controlled study of 660 Claude Code trials shows clean codebases reduce token usage by 7-8% and file revisitations by 34%, while pass rates stay the same. Traditional maintainability principles still matter in the age of AI coding.
New5 min read
Elm's Road to 1.0: Faster Builds and the Acadia Future
After years of quiet development, Evan Czaplicki outlines the path to Elm 1.0 - starting with 0.19.2's compiler performance gains and previewing equatable and hashable types from the Acadia project.
New5 min read
GPT-5.6 Sol Ultra Coming to Codex with Cooperative Subagents
OpenAI teases its most capable coding model yet - Sol Ultra uses trained subagents that communicate during tasks, reportedly hitting 91.9% on Terminal-Bench 2.1.
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