🏷️ RAG

LLM 51 offline labs to learn AI from neurons to agents 2026-10-14

Frameworks Fast Models, Slow Evidence: Auditing Decision Models for LLM Agent Harnesses 2026-10-05

Frameworks RAG on FRAMES: 18 pipelines beaten by an agent loop. Reranker under scrutiny 2026-10-01

Frameworks Sieve and Sage: separating noise from absence of evidence in RALMs 2026-09-30

Altro How to Add AI to Legacy Software Without Rebuilding It 2026-09-25

LLM Non-autoregressive architecture: the open-source precedent from March 2025 2026-09-17

LLM The Jev architecture was already open source a year earlier: the frustration of those who share 2026-09-17

Frameworks Qwen-3.8-Next-Flash: Hot-Swappable Ngram Knowledge Injection in llama.cpp 2026-09-03

LLM When silence is the right answer: training the evidence boundary 2026-09-03

LLM PRO-Step: Step-Level Rewards for More Reliable Multi-Hop RAG 2026-09-03

Frameworks llama.cpp speeds up Qwen3.8-Flash-Next: 55 tokens/s on four RTX 3090s 2026-08-28

LLM RENDER: Controlling Reader-Facing Evidence in LLM Memory Evaluation 2026-08-26

Frameworks ATHENA, SPE's Vertical Assistant: From Prototype to Member Portal 2026-08-21

LLM Qwen3.8-27B: offline knowledge recall regresses compared to Qwen3.6 2026-08-20

Altro Unsloth Desktop brings LLM training local: 2× faster, 70% less VRAM 2026-08-11

LLM NVIDIA Nemotron Parse 2.0 Brings Chart-Aware Document Parsing to Self-Hosted Pipelines 2026-08-06

Frameworks Xberg v1 is a Rust framework for truly local document intelligence 2026-08-02

Altro From a 5090 to a Mini Datacenter: The Parable of Trying to Escape API Fees 2026-07-30

Frameworks LLM Memory: A Wiki Pattern to Remember Dead Ends 2026-07-29

LLM Small LLMs: the real on-premise frontier — tech community digs into practical uses 2026-07-25

LLM Solar-Open2: A 15B-Active MoE Model Targeting Agentic Workloads On-Premise 2026-07-22

LLM RIMS: Soft Aggregation Makes Small LLMs More Precise in Noisy RAG 2026-07-21

Altro Microsoft to block screenshots of sensitive PDFs — but only in Edge 2026-07-20

LLM Byte-Exact KV Cache Grafting on Gemma 4 Turns Verified Knowledge into a Reusable State 2026-07-19

LLM Bonsai 27B on iPhone: 27B LLM in 3.9GB with 1-bit quantization 2026-07-17

Frameworks HG-RAG: Retrieval That Climbs Knowledge Trees for a Sharper LLM 2026-07-17

Hardware TSMC ramps up US fabs as Taiwan designers hesitate 2026-07-17

LLM France's Luciole-23B Lights an Open LLM Path for On-Premises AI 2026-07-16

LLM CANDI-QA Exposes LLM Limits in Critical Sectors: Symbolic Reasoning Needed 2026-07-15

Market Meta’s Adam Mosseri says AI token budgets could soon be capped per engineer 2026-07-14

LLM Bilibili’s Index-1.9B: A Small Open LLM That Challenges Much Larger Models 2026-07-14

Altro AuditWeave: A Tamper-Evident Ledger for AI Decision Tracking 2026-07-14

Market AI demand quadruples Taiwan memory revenue: a warning bell for on-premise deployments 2026-07-14

Altro Cloudflare’s AI crawler block: why on-premise AI deployments must rethink data costs 2026-07-13

Hardware Linux 7.2 Enables UltraRISC by Default: A Building Block for Open AI Hardware 2026-07-12

Frameworks The End of Reactive Agents: Context Graph Brings Enterprise AI That Speaks Before You Ask 2026-07-10

Altro If You Already Pay for Cloud LLM, Local Embeddings and Rerankers Outweigh Local Language Models 2026-07-09

Altro Perplexity is quietly building an AI coding tool to rival Cursor and Claude Code 2026-07-08

Altro Local LLMs, no accuracy without RAG: a developer's benchmark 2026-07-08

Altro Prompt injection: how mass-market AI tools become arsenals for botnets 2026-07-08

Market Longsys sees explosive profit growth in 1H26 fueled by AI memory demand 2026-07-06

Hardware Phison: AI demand could end NAND memory's boom-and-bust cycle 2026-07-06

LLM A 270 million parameter LLM built from scratch and designed for local inference 2026-07-05

LLM Local LLMs and agentic workloads: prefill is everything, KV heads beat parameters 2026-07-05

LLM Fine-tuned Gemma 4 31B for copywriting: +290 Elo and no more clichés 2026-07-02

Hardware Intel publishes initial GCC patches for AI Compute Extensions (ACE) 2026-07-02

Hardware SK Hynix bets $51bn on NAND plant to catch the AI memory wave 2026-07-02

Frameworks Memora: The Scalable Memory for AI Agents That Reduces Tokens by 98% 2026-06-29

Altro NASA tests local LLM inference for medical AI in deep space 2026-06-29

Altro Local NPC Engine with Lightweight LLMs: The On-Premise Bet for Future RPGs 2026-06-28

Altro The next AI won’t be powered by better models alone 2026-06-27

Altro On-prem LLMs: the workflow you wish you had discovered sooner 2026-06-26

Hardware When you don’t have a data center GPU: strategies for local LLMs without a supercomputer 2026-06-26

LLM Scaled Cognition raises $100M to build hallucination-free AI 2026-06-25

LLM Ornith-1.0: New LLM Family on Hugging Face, from 9B Dense to 397B MoE 2026-06-25

Hardware NAND shortage until 2027: Phison warns as orders are booked through Q2 2026-06-25

Altro Linux 7.2: MGLRU improvement pushes MongoDB throughput up to 100% higher 2026-06-24

Hardware AMD Exposes Gamma 2.4 and 2.6 Curves in Linux Driver, Boosting Color Precision 2026-06-24

Altro The web data layer: AI’s new infrastructure frontier 2026-06-24

Market Compri raises €3.2M for AI procurement, putting on-premise deployment in focus 2026-06-24