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LLM Research Papers: The 2026 List (January to May)

 🧠LLM Inference  Content type: News

How to Measure Time To First Token (TTFT) in AI Systems

 🧠LLM Inference

Phase transition in large language models and the criticality of natural languages

 🤖Data science  Content type: Academic
arxiv.org·

Large companies can add a local LLM filter layer to considerably reducing their AI costs

 🤖Data science

A16z, Paradigm lead $175 million investment to move global credit markets onchain

 🚀Bootstrapping  Content type: News
coindesk.com··Hacker News

Show HN: LLM memory without context bleed; 100% precision vs. <10% vector search

 🪟Context Windows

Agentic RL: Token-In, Token-Out Done Right

 🔤Tokenization

everest-an/M1: AwareLiquid — MT-LNN with cloud-augmented memory, deliberation router, capsule v2, and Φ̂ reasoning trace. Improved successor to O1 (clean MT-LNN prototype).

 🎯Fine-tuning  Content type: Code
github.com··Hacker News

Human-Like Neural Nets by Catapulting

 🧠Neural Networks
gwern.net··Hacker News

SafeRun: Enabling Determinism in LLM Planning for Running

 🤖Machine Learning  Content type: Academic
arxiv.org·

Florian Brand, Prime Intellect research engineer, adopts Gemma 4 E4B 6-bit quantized as his primary local Mac LLM

 🧠LLMs  Content type: News
digg.com··Hacker News

SpikeDecoder: Realizing the GPT Architecture with Spiking Neural Networks

 🤖Machine Learning  Content type: Academic
arxiv.org·

MarkSentry – zero-trust document-to-Markdown for RAG pipelines

 🪟Context Windows

Tejas-TA/predikit: The missing bridge between your ML models and your AI agents.

 🤖AI Agents  Content type: Code
github.com··Hacker News

I Built a Gemma 4 Course in 10 Minutes Using AI — Here's Exactly How

 🤖Data science  Content type: News  Content type: Blog

SPADE: Split-and-Delay Embeddings for Autoregressive High-Granularity Calorimeter Simulation

 🧠Transformers  Content type: Academic
arxiv.org·
Less-relevant results

Omnifs: APIs and data sources as files you can ls, cat, grep, and pipe

 🧠LLM Inference
omnifs.dev··Hacker News

DiffusionGemma 26B A4B results on my 5090

 🧠LLM Inference

MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning

 🤖AI Agents  Content type: Academic
arxiv.org·

OpenEnv is now owned by HF, Torch, Prime Intellect, Unsloth, Modal, Mercor, and more! Use it for training agents.

 🤖Machine Learning  Content type: Blog

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