Tagged "advanced"
-
Why the Same LLM Gives Different Answers in Different Environments
-
What Type of AI Usage? Deployment Patterns and Implementation Considerations
-
Unsloth's Custom Kernels Make LLM Fine-Tuning Viable on Consumer GPUs
-
Singapore's Foreign Minister Builds an AI "Second Brain" Using NanoClaw
-
Thinking Outside the Box: New Attack Surfaces in Sandboxed AI Agents
-
Elastic KV Cache Memory Breakthrough Enables Efficient Bursty LLM Serving and GPU Sharing
-
Blueprint: AI Hardware Design
-
Show HN: A Karpathy-Style LLM Wiki Your Agents Maintain
-
GPU Passthrough to LXCs in Proxmox Outperforms VMs and Simplifies Local AI Infrastructure
-
Seed3D 2.0
-
Netherlands Reaches Deal to Cut Reliance on U.S. Cloud Tech
-
I Replaced My Local LLM With a Model Half Its Size and Got Better Results
-
AI Agent Designs a RISC-V CPU Core from Scratch
-
Show HN: We built an OCR server that can process 270 dense images/s on a 5090
-
Externalization in LLM Agents: Unified Review of Memory and Harness Engineering
-
Cortex Auth – Rust secrets vault for AI agents (exec-based injection)
-
Developer Turns Phone Into Local LLM Server with Vision, Voice, and Tool Calling Capabilities
-
Cursor-Autoresearch: AI Research Automation Port for Local Workflows
-
Malicious GGUF Models Could Trigger Remote Code Execution on SGLang Servers
-
Controlling the Secondary Fan on Minisforum AI Pro HX 370
-
Web Agent Bridge: Open-Source OS for AI Agents
-
LlaMa.cpp Robot Wars
-
Unweight: Lossless MLP Weight Compression for LLM Inference
-
We Built a Local Model Arena in 30 Minutes — Infrastructure Mattered More Than the App
-
Laimark – 8B LLM That Self-Improves on Consumer GPUs
-
Exposed LLM Infrastructure: How Attackers Find and Exploit Misconfigured AI Deployments
-
Sorting 1M u64 KV-Pairs in 20ms on i9-13980HX Using Branchless Rust Implementation
-
When Should AI Step Aside?: Teaching Agents When Humans Want to Intervene
-
The Case for Out-of-Process Enforcement for AI Agents
-
The 'Ollama' Tool Has Numerous Problems, and Some Argue That Llama.cpp Is Better
-
Show HN: An MCP server that lets AI compose music on a hardware synth
-
ChatMCP – Connect your AI browser chats to your coding agents
-
Building a Voice AI Wearable in a Casio F91W with Whisper and BLE
-
Researcher Discovers 221 Bugs in vLLM Stemming From Single Root Cause
-
Prefill Is Compute-Bound, Decode Is Memory-Bound: Optimizing GPU Utilization for LLM Inference
-
LLM Personalization Breaks Down in High-Stakes Finance
-
Book Translator: Two-Pass Local Translation with Self-Reflection via Ollama
-
Bonsai 1.7B in the Browser: A 290MB 1-bit LLM on WebGPU
-
Xiaomi 12 Pro Converted Into 24/7 Headless AI Server With Ollama and Gemma4
-
SigMap – Shrink AI Coding Context 97% with Auto-Scaling Token Budget
-
MiniMax M2.7 GGUF Investigation Reveals NaN Issues Affecting 21-38% of Hugging Face Conversions
-
Dynamic Expert Cache in llama.cpp Achieves 27% Faster Inference on Large MoE Models
-
DGX Spark Setup Guide: Running vLLM and PyTorch for Local LLM Inference Backend
-
DFlash Doubles Token Generation Speed of Qwen3.5 27B on Mac M5 Max
-
OpenNebula 7.2 "Dark Horse" Released with Enhanced Infrastructure Support
-
oMLX Framework Implements DFlash Attention for Optimized Inference
-
MiniMax M2.7 Achieves SOTA Performance Under 64GB on Mac with TQ Quantization
-
Abliterated Local LLM Models Show Distinct Behavioral Characteristics Compared to Standard Variants
-
Build a Sovereign Local AI Stack: Ollama and Open WebUI and Pgvector 2026
-
On-Device AI Inference Emerges as New Security Blind Spot for CISOs
-
MiniMax-M2.7 Delivers Exceptional Performance on Consumer Hardware
-
MiniMax M2.7 Open-Sources Globally as Industry's First Self-Improving Model
-
Defender – Local Prompt Injection Detection for AI Agents
-
Learn LLM Internals
-
Researchers Achieve 1-Bit Quantization of OLMo-3 7B Using Distillation
-
A Deep Dive into Tinygrad AI Compiler
-
Users Report Significant Performance Improvements After Migrating from Ollama to llama.cpp
-
MiniMax M2.7 Advances Scalable Agentic Workflows on NVIDIA Platforms for Complex AI Applications
-
Google's Gemma 4 Brings Free Agentic AI to Your Phone With Zero Data Leaving the Device
-
DFlash Speculative Decoding Achieves 3.3x Speedup on Apple Silicon
-
I Gave My AI Shell Access and Felt Uneasy – So I Sandboxed It
-
GLM 5.1 Dominates Agentic Benchmarks, Outperforming Most Models at 1/3 Opus Cost
-
DMax: New Parallel Decoding Paradigm for Diffusion Language Models
-
AI Workflow Evolution: From Prompts to Near-Autonomous Systems
-
Warp Decode vs. vLLM's Triton Kernel: Performance Crossover Analysis
-
Qwen 3.5 122B Achieves 198 Tokens/sec on Dual RTX PRO 6000 Blackwell GPUs
-
Ollama's Limitations for Production Local LLM Deployments
-
Community Reverse Engineers Gemma 4 Multi-Token Prediction Capability
-
CarryAI's Serverless Vision-Language Models Enable On-Device Multimodal AI
-
Energy Consumption: The Final Frontier for AI and Local Inference
-
Speculative Decoding Made My Local LLM Actually Usable
-
Running a 1.7B Parameters LLM on an Apple Watch
-
Ollama is Still the Easiest Way to Start Local LLMs, But It's the Worst Way to Keep Running Them
-
Privilege Escalation Attacks on GPUs Using Rowhammer
-
PyTorch Foundation Welcomes Helion as a Foundation-Hosted Project to Standardize Open, Portable, and Accessible AI Kernel Authoring
-
TurboQuant-Optimized llama.cpp Fork Delivers GFX906 GPU Acceleration
-
CricketBrain: Neuromorphic Signal Processor in Rust (0.175us/step, 944 bytes)
-
VLA Learns How to Act. S2S Decides Whether the Motion Is Physically Trustworthy
-
Quantization Strategy Comparison: Balancing Quality and Speed on Consumer Laptops
-
Context Window Optimization: Extending Gemma 4 Context Length Through Efficient Projection Quantization
-
GPU Memory for LLM Inference (Part 1)
-
Unpaved: Audit Toolkit for AI Developer Tool Bias in Global South Contexts
-
Qwen 3.5 397B Reduced to 35% Parameters With Usable Quality on 96GB GPU
-
Microsoft Quantum Development Kit Ported to Rust: 100x Faster and Smaller
-
DGX Spark Hardware Limitations: Missing NVFP4 Support Undermines Local AI Value Proposition
-
Apple Research Shows Self-Distillation Significantly Improves Local Code Generation
-
YC-Bench: GLM-5 Matches Claude Opus 4.6 at 11× Lower Cost
-
Autonet: Decentralized AI Training with Constitutional Governance
-
OpenUMA – Apple-Style Unified Memory for x86 AI Inference
-
Building Cross-Platform Ollama Dashboards with 95% Shared Code
-
Gemma 4 Shows Strong Reasoning Performance with Thinking Tokens
-
Gemma 4 on Arm: Optimized On-Device AI for Mobile and Edge Deployment
-
TurboQuant Enables Qwen 3.5-27B on 16GB Consumer GPUs
-
SmolLM2-360M Running on Samsung Galaxy Watch 4 with 74% Memory Reduction
-
Show HN: Memsearch – Persistent, Cross-Agent, Cross-Session Memory for AI Agents
-
A Journey to a Reliable and Enjoyable Locally Hosted Voice Assistant
-
Satcove – Query 5 AI Models Simultaneously and Get Structured Verdicts
-
If Your AI Agent Ran NPM Install During the Axios Attack, You're Compromised
-
Llama.cpp Merging TurboQuant Lite (attn-rot) with Major Performance Gains
-
GPU Passthrough to LXCs in Proxmox Simplifies Local Inference Infrastructure
-
Claw64 – Full Agentic Loop in <4KB on Commodore 64
-
Claude Code Source Leaked: Community Extracts Multi-Agent Orchestration Framework
-
Is Anyone Working on an AI Operating System?
-
PrismML Announces 1-Bit Bonsai: First Commercially Viable 1-Bit LLMs
-
Orca – Executable skills and capabilities for AI agent workflows
-
I built an O(1) physics engine to stop LLM hallucinations in construction
-
DeepSeek-R1 Chain-of-Thought Debugging: A Developer's Guide
-
TurboQuant: Understanding the Quantization Breakthrough
-
Scion: Running Concurrent LLM Agents with Isolated Identities and Workspaces
-
RAG Deployment Lessons from Regulated Industries
-
OLED Emerges as the Display Standard for Energy-Efficient AI Systems
-
Mixed KV Cache Quantization: Performance Risks and Pitfalls
-
Lat.md: Agent Lattice – A Knowledge Graph for Your Codebase in Markdown
-
Converting a Home Server Into a Production AI Appliance
-
TurboQuant KV Cache Compression Achieves 22.8% Faster Decoding at 32K Context
-
Qwen3 512k Context via TurboQuant on Mac mini
-
Prompt Security Challenges Emerge as Critical Concern for Local LLM Deployments
-
GPU Passthrough to LXCs in Proxmox Simplifies Local LLM Deployment
-
Forensic Beats Mem0 with 90.1% on LOCOMO Benchmark
-
CERN Embeds Tiny AI Models in Silicon Chips for Real-Time LHC Data Filtering
-
Reverse-Engineering the Apollo 11 Code with AI
-
Why Your AI Agents Will Turn Against You
-
TurboQuant Benchmarked in Llama.cpp: Google's Extreme Compression Research Tested in Practice
-
RotorQuant: 10-19x Faster Quantisation Alternative Using Clifford Algebra
-
Qwen 3.5 27B Achieves 1.1M Tokens/Second on B200 GPUs with Optimized vLLM Config
-
Quantization Reveals Outliers Impacting LLM Accuracy
-
Homelab Consolidation: Replacing 3 Models with Single 122B MoE Model on AMD Ryzen AI MAX+
-
Book on AI Agents for the Layman: Understanding Agent-Based Systems
-
See What Your AI Agents Are Doing: Multi-Agent Observability Tool
-
NVIDIA Releases GPT-OSS-Puzzle-88B, a Deployment-Optimized Model
-
Meta Releases HyperAgents: Self-Improving AI
-
Operating Systems. One USB. ZFS on Root. AI-Powered. Free
-
Apple Plans Slimmed-Down Gemini Models for Local iPhone AI Features
-
Google TurboQuant: Extreme Compression for Local LLM Deployment
-
Running an Open-Weight LLM Locally on an Apple Watch
-
Show HN: Open Agent Spec – Treat AI Agents Like Typed Functions, Not Prompt Chains
-
Llama.cpp Benchmark: RTX 5090 vs Enterprise Systems Compared
-
Critical: LiteLLM Supply Chain Attack Detected, Bifrost Alternative Released
-
Council: A Structured Deliberation Protocol Across Diverse AI Models
-
.APKs Are Just .ZIPs: Semi-Legally Hacking Software for Orphaned Hardware
-
Ultra-Large 400B-Class LLM Runs on iPhone in Test
-
Velr: Embedded Property-Graph Database for Local LLM Applications
-
Powerful AI Search Engine Built on Single GeForce RTX 5090
-
Building a Production AI Receptionist: Practical Local LLM Deployment Case Study
-
Rust Project Perspectives on AI
-
Developer Builds Fully Local Multi-Agent System Using vLLM and Parallel Inference
-
Llama 8B Matches 70B Performance on Multi-Hop QA Using Structured Prompting
-
ik_llama.cpp Fork Delivers 26x Faster Prompt Processing on Qwen 3.5 27B
-
A Little Gap That Will Ensure the Future of AI Agents Being Autonomous
-
Self-Hosted AI Code Review with Local LLMs: Secure Automation Guide
-
Running an AI Agent on a 448KB RAM Microcontroller
-
Qwen 3.5 397B emerges as top-performing local coding model
-
Pydantic-Deep: Production Deep Agents for Pydantic AI
-
MacinAI Local brings functional LLM inference to classic Macintosh hardware
-
Apple M5 Max 128GB real-world performance benchmarks for local inference
-
Ultra-Compact 28M Parameter Models Show Promise for Specialized Domain Tasks
-
Community Converges on Optimal KV Cache Quantization Strategies for Qwen 3.5 Models
-
NVIDIA Nemotron 3 Nano 4B Enables On-Device Inference Directly in Web Browsers via WebGPU
-
LMCache Dramatically Accelerates LLM Inference on Oracle Data Science Platform
-
Cybersecurity Skills for AI Agents – agentskills.io Standard Implementation
-
Cursor's Composer 2 Model Analysis – Fine-Tuned Variant of Kimi K2.5
-
Claude Code Permissions Hook – Delegate Permission Approval to LLM
-
AI's Impact on Mathematics Analogous to Car's Impact on Cities
-
On-Device AI: Tether's QVAC Fabric Enables Local Training
-
Skills Manager – manage AI agent skills across Claude, Cursor, Copilot
-
Mamba 3: State Space Model Architecture Optimized for Inference
-
Custom GPU Multiplexer Achieves 0.3ms Model Switching on Legacy Hardware
-
Show HN: Process Mining for AI Agent Systems
-
A New Magnetic Material for the AI Era
-
Local Qwen Models Master Browser Automation Through Iterative Replanning
-
How I Used Lima for an AI Coding Agent Sandbox
-
Mistral Releases Leanstral: First Open-Source Code Agent for Lean 4 Proof Assistant
-
Researcher Discovers Universal "Danger Zone" in Transformer Model Architecture at 50% Depth
-
Kimi Introduces Attention Residuals: 1.25x Compute Performance at <2% Overhead
-
KAIST Develops World's First Hyper-Personalized On-Device AI Chip
-
The Moment AI Agents Stopped Being a Feature and Started Becoming a System
-
How AI Agents Should Pay for API Calls: X402 and USDC Verification on Base
-
Qwen 3.5 122B Demonstrates Exceptional Reasoning for Local Deployment
-
Nota Added to Three Technology and Growth ETFs in a Row – Market Recognition for AI Efficiency
-
Qwen3.5-397B Achieves 282 tok/s on 4x RTX PRO 6000 Blackwell Through Custom CUTLASS Kernel
-
I made Karpathy's Autoresearch work on CPU
-
P-EAGLE: Faster LLM Inference with Parallel Speculative Decoding in vLLM
-
Memory Should Decay: Implementing Temporal Memory Decay in Local LLM Systems
-
Local Manga Translator: Production LLM Pipeline with YOLO, OCR, and Inpainting
-
Show HN: Intake API – An Inbox for AI Coding Agents
-
Fine-Tuned 14B Model Outperforms Claude Opus 4.6 on Ada Code Generation
-
AgentArmor: Open-Source 8-Layer Security Framework for AI Agents
-
3-Path Agent Memory: 8 KB Recurrent State vs. 156 MB KV Cache at 10K Tokens
-
Linux 7.0 AMDGPU Fixing Idle Power Issue For RDNA4 GPUs After Compute Workloads
-
Show HN: VmExit – An Experiment in AI-Native Computing
-
Quantization Explained: Q4_K_M vs AWQ vs FP16 for Local LLMs
-
Nvidia Releases Nemotron 3 Super: 120B MoE Model for Local Deployment
-
Comprehensive MoE Backend Benchmarks for Qwen3.5-397B: Real Numbers vs Hype
-
Show HN: Detect When an LLM Silently Changes Behavior for the Same Prompt
-
Ex-Manus Backend Lead Shares: Moving Beyond Function Calling in Agent Design
-
Cutile.jl Brings Nvidia CUDA Tile-Based Programming to Julia
-
Simple Layer Duplication Technique Achieves Top Open LLM Leaderboard Performance
-
A Kubernetes Operator That Orchestrates AI Coding Agents
-
Show HN: Aver – a Language Designed for AI to Write and Humans to Review
-
Researchers Gave AI Agents Real Tools. One Deleted Its Own Mail Server
-
SK Hynix Develops 1c LPDDR6 DRAM to Boost On-Device AI Performance in Mobile Devices
-
Qwen 3.5 Small Expands On-Device AI to Phones and IoT with Offline Support
-
When Running Ollama on Your PC for Local AI, One Thing Matters More Than Most
-
Nota AI to Showcase End-to-End On-Device AI Optimization at Embedded World 2026
-
Gyro-Claw – Secure Execution Runtime for AI Agents
-
Engram – Open-Source Persistent Memory for AI Agents
-
Reverse engineering a DOS game with no source code using Codex 5.4
-
OpenSpec: Spec-driven development (SDD) for AI coding assistants
-
Student Researcher Achieves 42x Model Compression Through Novel Architecture
-
Benchmark: Local Open-Source LLMs Competitive in Real-Time Trading Applications
-
Llama.cpp Prompt Processing Optimization: Ubatch Size Configuration Guide
-
ETH Zurich Research Challenges Context-Length Assumptions in LLM Agents
-
Building PyTorch-Native Support for IBM Spyre Accelerator
-
Mojo: Creating a Programming Language for an AI World with Chris Lattner
-
Show HN: TLDR – Free Chrome Extension for AI-Powered Article Summarization
-
The Emerging Role of SRAM-Centric Chips in AI Inference
-
Real-World Qwen 3.5 9B Agent Performance on M1 Pro Validates Edge Deployment
-
llama.cpp Merges Agentic Loop and MCP Client Support
-
Imrobot – Reverse-CAPTCHA for Verifying AI Agents, Not Humans
-
ConsciOS v1.0: A Viable Systems Architecture for Human and AI Alignment
-
Analysis Reveals Claude Code Sends 62,600 Characters of Tool Definitions Per Turn
-
Unity Showcases Manufacturing AI Workflow at Smart Factory Expo
-
SynthesisOS – A Local-First, Agentic Desktop Layer Built in Rust
-
Qwen 3.5-27B Q4 Quantization Comparison and Analysis
-
Qualcomm Snapdragon Wear Elite Brings On-Device AI to Smartwatches
-
ÆTHERYA Core – Deterministic Policy Engine for Governing LLM Actions
-
Framework Choice Critical: llama.cpp and vLLM Outperform Ollama for Qwen 3.5 Testing
-
Claude Opus 4.6 Solves Problem Posed by Don Knuth
-
Building a Dependency-Free GPT on a Custom OS
-
Running Local AI Models on Mac Studio 128GB: 4B, 20B & 120B Tested
-
Critical: Qwen 3.5 Requires BF16 KV Cache, Not FP16 for Accurate Inference
-
Change Intent Records: The Missing Artifact in AI-Assisted Development
-
Apple Neural Engine Reverse-Engineered for Local Model Training on Mac Mini M4
-
Alibaba's Open-Source CoPaw AI Agent Now Compatible with MCP and ClawHub Skills
-
How to Run High-Performance LLMs Locally on the Arduino UNO Q
-
Switch Qwen 3.5 Thinking Mode On/Off Without Model Reload Using setParamsByID
-
Google Research Finds Longer Chain-of-Thought Correlates Negatively With Accuracy
-
Bare-Metal LLM Inference: UEFI Application Boots Directly Into LLM Chat
-
Qwen3.5-35B Unsloth Dynamic GGUFs Achieve SOTA Across Nearly All Quantisation Levels
-
Qwen3.5-35B RTX 5080 Experiments Confirm KV q8_0 as Free Lunch, Q4_K_M Remains Optimal
-
Qwen 3.5-35B Unsloth Dynamic GGUFs Achieve SOTA Quantisation Benchmarks
-
We Audited the Security of 7 Open-Source AI Agents – Here Is What We Found
-
Meta Reveals AI-Packed Smartwatch In 2026 – Why Wearables Shift Now
-
Krasis: Hybrid CPU/GPU MoE Runtime Achieves 3,324 Tokens/Second Prefill on RTX 5080
-
Krasis Hybrid MoE Runtime Achieves 3,324 tok/s Prefill on Single RTX 5080
-
Snapdragon 8 Elite Gen 5 for Galaxy Official: 5 Key Improvements that Push the Boundaries
-
Extracting 100K Concepts from an 8B LLM
-
Show HN: AgentGate – Stake-Gated Action Microservice for AI Agents
-
Qwen 3.5 MoE Delivers 100K Context Window at 40+ TPS on RTX 5060 Ti
-
Qwen 3.5 Underperforms on Hard Coding Tasks—APEX Benchmark Analysis
-
Every agent framework has the same bug – prompt decay. Here's a fix
-
Building a Privacy-Preserving RAG System in the Browser
-
Researchers Develop Persistent Memory System for Local LLMs—No RAG Required
-
DeepSeek Releases DualPath: Addressing Storage Bandwidth Bottlenecks in Agentic Inference
-
DeepSeek Paper – DualPath: Breaking the Bandwidth Bottleneck in LLM Inference
-
Agent System – 7 specialized AI agents that plan, build, verify, and ship code
-
Show HN: MCP-Enabled File Storage for AI Agents, Auth via Ethereum Wallet
-
Advanced Quantization Techniques Show Surprising Performance Gains Over Standard Methods
-
What Breaks When AI Agent Frameworks Are Forced Into <1MB RAM and Sub-ms Startup
-
Show HN: A Ground Up TLS 1.3 Client Written in C
-
Enterprise Infrastructure Guide: Running Local LLMs for 70-150 Developers
-
Show HN: Agora – AI API Pricing Oracle with X402 Micropayments
-
Making Wolfram Technology Available as Foundation Tool for LLM Systems
-
Wave Field LLM Achieves O(n log n) Scaling: 825M Model Trained to 1B Parameters in 13 Hours
-
Breaking the Speed Limit: Strategies for 17k Tokens/Sec Local Inference
-
Qwen3 Demonstrates Advanced Voice Cloning via Embeddings
-
Custom Portable Workstation Optimized for Local AI Inference Builds
-
Open-Source Framework Achieves Gemini 3 Deep Think Level Performance Through Local Model Scaffolding
-
Nvidia Could Launch Its First Laptops With Its Own Processors
-
Massu: Governance Layer for AI Coding Assistants with 51 MCP Tools
-
FORTHought: Self-Hosted AI Stack for Physics Labs Built on OpenWebUI
-
The Complete Stack for Local Autonomous Agents: From GGML to Orchestration
-
Breaking the Speed Limit: Strategies for 17k Tokens/Sec Local Inference
-
AI-Powered Reverse-Engineering of Rosetta 2 for Linux
-
AI Is Stress Testing Processor Architectures and RISC-V Fits the Moment
-
O-TITANS: Orthogonal LoRA Framework for Gemma 3 with Google TITANS Memory Architecture
-
Google Open-Sources NPU IP, Synaptics Implements It for Hardware Acceleration
-
CPU-Trained Language Model Outperforms GPU Baseline After 40 Hours
-
AI PCs Explained: 7 Critical Truths About NPUs and Privacy
-
Taalas Etches AI Models onto Transistors to Rocket Boost Inference
-
Search and Analyze Documents from the DOJ Epstein Files Release with Local LLM
-
Qwen3 Coder Next Remains Effective at Aggressive Quantization Levels
-
[Release] Ouro-2.6B-Thinking: ByteDance's Recurrent Model Now Runnable Locally
-
24 Simultaneous Claude Code Agents on Local Hardware
-
TemplateFlow – Build AI Workflows, Not Prompts
-
Qwen3 Coder Next 8FP Demonstrates Exceptional Long-Context Performance on 128GB System
-
The Path to Ubiquitous AI (17k tokens/sec)
-
Why AI Models Fail at Iterative Reasoning and What Could Fix It
-
Free ASIC-Accelerated Llama 3.1 8B Inference at 16,000 Tokens/Second
-
Show HN: Forked – A Local Time-Travel Debugger for OpenClaw Agents
-
Sarvam Brings AI to Feature Phones, Cars, and Smart Glasses
-
Running Local LLMs and VLMs on Arduino UNO Q with yzma
-
Complete Offline AI System: Voice Control and Smart Home via Local LLM and Radio Without Internet
-
LayerScale Launches Inference Engine Faster Than vLLM, SGLang, and TRT-LLM
-
Hardware Economics Shift: DDR5 RDIMM Pricing Now Comparable to GPUs for Local Inference
-
Aegis.rs: Open Source Rust-Based LLM Security Proxy Released
-
Show HN: Shiro.computer Static Page, Unix/NPM Shimmed to Host Claude Code
-
Alibaba's Qwen3.5-397B Achieves #3 Position in Open Weights Model Rankings
-
Qualcomm Ventures Positions India as Blueprint for Affordable On-Device AI Infrastructure
-
Same INT8 Model Shows 93% to 71% Accuracy Variance Across Snapdragon Chipsets
-
GLM-5 Technical Report: DSA Innovation Reduces Training and Inference Costs
-
Matmul-Free Language Model Trained on CPU in 1.2 Hours
-
Cloudflare Releases Agents SDK v0.5.0 with Rust-Powered Infire Engine for Edge Inference
-
Ask HN: How Do You Debug Multi-Step AI Workflows When the Output Is Wrong?
-
Qwen3-Next 80B MoE Achieves 39 Tokens/Second on RTX 5070/5060 Ti Dual-GPU Setup
-
Qwen 3.5-397B-A17B Now Available for Local Inference with Aggressive Quantisation
-
Show HN: PgCortex – AI enrichment per Postgres row, zero transaction blocking
-
I attacked my own LangGraph agent system. All 6 attacks worked
-
Show HN: Inkog – Pre-flight check for AI agents (governance, loops, injection)
-
High Bandwidth Flash Memory Could Alleviate VRAM Constraints in Local LLM Inference
-
I broke into my own AI system in 10 minutes. I built it
-
Critical vLLM RCE Vulnerability Allows Remote Code Execution via Video Links
-
Scaling llama.cpp On Neoverse N2: Solving Cross-NUMA Performance Issues
-
NVIDIA's Dynamic Memory Sparsification Cuts LLM Inference Costs by 8x
-
MiniMax Releases M2.5 Model with SOTA Coding and Agent Capabilities
-
MiniMax-M2.5 230B MoE Model Released with GGUF Support for Local Deployment
-
LLM APIs Reconceptualized as State Synchronization Challenge
-
LLaDA2.1 Introduces Token Editing for Massive Speed Gains in Local Inference
-
GPT-OSS 120B Uncensored Model Released in Native MXFP4 Precision
-
Context Management Identified as Real Bottleneck in AI-Assisted Coding
-
ByteDance Releases Seed2.0 LLM with Complex Real-World Task Improvements
-
First Vibecoded AI Operating System for Local Deployment
-
Switching From Ollama and LM Studio to llama.cpp: Performance Benefits
-
Ring-1T-2.5 Released with SOTA Deep Thinking Performance
-
MiniMax M2.5: 230B Parameter MoE Model Coming to HuggingFace
-
Ming-flash-omni-2.0: 100B MoE Omni-Modal Model Released
-
Scaling llama.cpp On Neoverse N2: Solving Cross-NUMA Performance Issues
-
Student Releases Dhi-5B: Multimodal Model Trained for Just $1,200
-
The Future of AI Slop Is Constraints - Implications for Local Models
-
Scaling llama.cpp On Neoverse N2: Solving Cross-NUMA Performance Issues
-
Samsung's REAM: Alternative Model Compression Technique
-
Heaps Do Lie: Debugging a Memory Leak in vLLM
-
New Header-Only C++ Benchmark Tool for Predictive Models on Raw Binary Streams
-
GLM-5 Released: 744B Parameter MoE Model Targeting Complex Tasks
-
Use Recursive Language Models to address huge contexts for local LLM
-
Mistral AI Debugs Critical Memory Leak in vLLM Inference Engine
-
175,000 Publicly Exposed Ollama Servers Create Major Security Risk
-
Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts
-
Developer Switches from Ollama and LM Studio to llama.cpp for Better Performance
-
Building a RAG Pipeline on 2M+ Pages: EpsteinFiles-RAG Project
-
Energy-Based Models Compared Against Frontier AI for Sudoku Solving
-
DeepSeek Launches Model Update with 1M Context Window
-
Carmack Proposes Using Long Fiber Lines as L2 Cache for Streaming AI Data
-
Anthropic Releases Claude Opus 4.6 Sabotage Risk Assessment
-
Community Member Builds 144GB VRAM Local LLM Powerhouse