Ax Shaocong Ma, Peiran Yu, Heng Huang 9d ago

New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework

Proposes hybrid fine-tuning paradigm for LLMs combining full and parameter-efficient approaches with convergence analysis framework.

Ax Utshab Kumar Ghosh, Ashish David, Shubham Chatterjee 9d ago

Reproduction Beyond Benchmarks: ConstBERT and ColBERT-v2 Across Backends and Query Distributions

Evaluates reproducibility of ColBERT-v2 and ConstBERT retrieval models across different query types, finding architectural limitations on long narrative queries.

HN jeyzolo 9d ago

All in One for AI Chatbot

Commercial tool aggregating multiple AI model APIs behind single interface. Generic LLM comparison service.

HN zadkey 9d ago

Opus 4.6 is getting BAD [video]

Clickbait video title about Opus 4.6 codec. No substantive content provided.

HN ashuabhi 9d ago

Save tokens and save money with this self-evolving beast

Context compression daemon (entroly) for LLM applications reducing token usage by 90% through self-evolving compression. Claims token-negative learning.

HN era_context 9d ago

MCP server for personal finance so AI assistants can manage money

MCP server integrating Claude with personal finance data via Model Context Protocol. Enables AI agents to access bank accounts, cards, and investments read-only.

HN 1vuio0pswjnm7 9d ago

Attorneys Face Disciplinary Charges, License Suspension for AI Misuse

Legal news about attorney disciplinary charges for AI misuse. Not relevant to AI/tech development.

HN cbchhaya 9d ago

Show HN: Prmana – OIDC SSH Login for Linux with DPoP (Rust, Apache 2.0)

Rust open-source PAM module replacing SSH keys with short-lived OIDC tokens secured via DPoP cryptographic proof. Developer tool for infrastructure.

HN bryanyoung97 9d ago

Aura – A locally-sovereign cognitive architecture for Apple Silicon

Cognitive architecture claiming 83+ modules running on Mac with consciousness theories and affective steering. Lacks technical depth and verifiable claims.

HN cratermoon 9d ago

Meta spins up AI version of Mark Zuckerberg to engage with employees

Meta training photorealistic AI avatar of Mark Zuckerberg for internal employee engagement. Corporate PR, limited technical detail.

HN kenttuzuu 9d ago

AI Agent Stores – Making Shopee Products Findable by ChatGPT and Perplexity

Integration making Shopee e-commerce products machine-readable for ChatGPT and Perplexity through structured data. Enables AI agent product discovery.

HN pella 9d ago

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model

Skywork AI technical report on Matrix-Game 3.0 real-time streaming world model with long-horizon memory for video generation. Published on GitHub/HuggingFace.

HN yesensm 9d ago

OpenAI acquires AI personal finance startup Hiro – financial agents next?

OpenAI acquires Hiro Finance, a personal finance startup. Suggests direction toward financial AI agents. Limited technical details; appears to be acquihire.

HN AtmosXR 9d ago

AI Home Architecture Startup Looking for Back End/ML Infra Engineer

Job posting for ML infrastructure engineer at home design AI startup. Recruitment ad, not content.

HN foundermax 9d ago

I built an AI CMO because I can't market

Polara autonomous marketing platform using specialist agent architecture for strategy, content, and analytics. No technical validation provided.

HN eatonphil 9d ago

The Origins of GPU Computing

Historical overview of government-funded research in parallel computing and GPUs leading to modern GPU computing infrastructure.

HN AmrDabb 9d ago

AI Can Now Control Your Mac OS

Desktop automation tool enabling AI agents to control macOS by viewing screens, moving cursor, and typing. Works with OpenAI-compatible models.

LB cacm.acm.org via eatonphil 9d ago

The Origins of GPU Computing

Historical overview of government-funded research in parallel computing and GPUs leading to modern GPU computing infrastructure.

HN jkshenawy22 9d ago

AI Code Reviews for GitLab – custom agents – powered by Ollama

Open source browser extension providing AI-powered code reviews for GitLab, GitHub, and Bitbucket with Ollama local model support.

HN barthelomew 9d ago

Labeling Copilot: An agent for automated data curation in computer vision

Research agent for automated computer vision dataset curation using retrieval, annotation, and synthesis models composed through multi-agent orchestration.

HN uswn 9d ago

Beyond Constraint: The Case for Ethical Entrainment in AI

Essay discussing structural ethics in AI through linguistic entrainment and dynamical systems concepts.

HN suiGn 9d ago

.me – a semantic reactive kernel where identity is derivation, not storage

Semantic reactive kernel for identity management and data ownership across applications and platforms.

HN kokodoko 9d ago

I Learned to Let Myself Go

Blog post about completing a greenfield React application with asset management, video editor, and authentication in three weeks.

HN robohobo 9d ago

SnapState - Persistent state for AI agent workflows

Persistence layer for AI agent workflows enabling save, resume, and replay across sessions and crashes. Supports JavaScript, Python, and MCP agents.

HN eternityforest 9d ago

Thunderwars: Sci-fi/Fantasy inspired productivity system

Open source productivity system with sci-fi theming providing framework for habit tracking and personal management.

HN sonabinu 9d ago

The AI Revolution in Math Has Arrived

AI models solve 5 of 6 International Mathematical Olympiad problems in summer 2025. Discusses implications of AI capabilities in mathematical problem-solving.

HN ninihen 9d ago

I Told a Reddit User to Stop Learning Power Automate. Here's Why in 2026

Career advice against learning Power Automate for small business owner. Discusses automation tools and workflow platforms for administrative tasks.

HN moebius_ansa 9d ago

Milla Jovovich's New Open Source LLM Memory App and the Dark Code Problem

Open source LLM memory management system using memory palace concept for storing and retrieving agent memories. Addresses memory management challenges in language models.

HN crummy 9d ago

Casey Muratori Doesn't Care About AI (Here's Why) [video]

Video: Casey Muratori's perspective on AI and why he doesn't prioritize it. Personal opinion piece without technical depth.

HN 6digitstudio 9d ago

Show HN: AI Native IDE [video]

AI Native IDE called 6digit studio featuring CORDIAL visualization layer for Big Picture Mode. Developer tool with spatial UI designed for distance interaction.

HN izyda 9d ago

When AI Trading Works, You Won't Hear About It

Analysis of AI trading bots and LLM-based investing. Reviews early retail trading attempts showing results indistinguishable from random, discusses limitations.

HN forks 9d ago

The Human Cost of 10x: How AI Is Physically Breaking Senior Engineers

Essay on cognitive fatigue from high-volume AI code review demands. Documents burnout effects on senior engineers from accelerated information processing.

HN Aamir21 10d ago

Show HN: OQP – A verification protocol for AI agents

OQP: MCP-compatible verification protocol for autonomous AI agents. Defines standards for verifying agent-generated code meets business requirements via four core endpoints.

HN nayka23 10d ago

I built an API that turns any image into a shoppable recommendation engine

API for visual search and product recommendations using AI. E-commerce focused, limited technical details provided.

HN ns90001 10d ago

Show HN: Mercury – No-code orchestration for human and agent teams

Mercury: orchestration platform for managing multiple AI agents across tools. No-code interface for coordinating agent workflows in enterprise settings.

HN latchkey 10d ago

Thaw Release 1.2.0

Release notes for Thaw 1.2.0 application. Minor menu bar positioning improvements and icon management features.

HN Aamir21 10d ago

Show HN: OQP – A verification protocol for AI agents

OQP: MCP-compatible verification protocol for autonomous AI agents. Defines standards for verifying agent-generated code meets business requirements via four core endpoints.

HN ironyman 10d ago

The US-China AI Gap Widens in 2026

Analysis of US-China AI capabilities gap in 2026. Premium content discussing relative progress and competition in AI development.

HN unprovable 10d ago

Entropy Loop – An Open Source, Low Cost Phase-Diffusion QRNG

Entropy Loop: Open source $35 quantum random number generator using fiber optics and Raspberry Pi Pico. Addresses entropy needs for AI, cryptography, and computing.

HN pella 10d ago

Larql: LLMs Are Databases. Query neural network weights like a graph database

LARQL: query language for decomposing transformer weights into queryable vector indices. Decompile models into vindex format for browsing and editing knowledge without GPU.

HN rgs1 10d ago

The Lucy Syndrome: Why LLMs Forget Corrections

Study examining why LLMs fail to retain corrections across multiple interactions. 19,600-word analysis with lab data from civil engineering firm using Claude Code.

HN mufeedvh 10d ago

N-Day-Bench – Can LLMs find real vulnerabilities in real codebases?

N-Day-Bench: benchmark measuring LLM capability to find real vulnerabilities in codebases beyond knowledge cutoff. Monthly-updated adaptive test suite for security evaluation.

HN gandreani 10d ago

Your intuition of LLM token usage might be wrong

Analysis of LLM token usage patterns through agent harness implementation. Real-world example of token consumption in multi-service agent tasks.

HN whiteboardr 10d ago

Nicholas Carlini – Black-hat LLMs – [un]prompted 2026

Title and speaker only. No content provided for evaluation.

HN prime_architect 10d ago

SDPF Language Specification for AI Prompting

Title only. No content provided for evaluation.

HN ZeidJ 10d ago

Stanford report highlights growing disconnect between AI insiders and everyone

Stanford annual AI report documents diverging views between AI experts and public, rising anxiety about jobs and societal impact.

HN b3ast 10d ago

Show HN: Automate onboard developer to your codebase 20x faster

SaaS product using GitHub integration to onboard developers faster through automated codebase documentation.

HN lschueller 10d ago

Claude is getting worse, according to Claude

Analysis of Claude API service quality decline, outages, and cost increases reported by users and internal testing.

HN micahwhite 10d ago

Ideological Steering of AI

Personal essay describing Outcry AI activist mentor built as wrapper around LLMs for social movement strategy.

HN n0prob 10d ago

Aibom Scanner- find AI SDKs, BIS Entity List flags, compliance gaps in your code

Aibom Scanner open-source tool detects AI SDK usage in codebases and maps compliance gaps to NIST, ISO 42001, EU AI Act frameworks.