AI Simulators

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bigattichouse/packed-twin-inference: PTI achieves ~2× throughput using a single quantized model (Q5_K_M or better) by running 4 generation streams in one batched decode call. The GPU loads model weights once per step and produces 4 predictions simultaneously. KV cache overhead is ~0.8 GiB total for all 4 streams. No draft model. No quality loss

 🧭LLM Alignment  Content type: Code
github.com··r/LocalLLaMA

Agentic AI vs Generative AI: Why one without the other hits a ceiling

 🤖AGI  Content type: Blog
udacity.com·

VISTA: A Versatile Interactive User Simulation Toolkit for Agent Evaluation

 🛡️AI Safety  Content type: Academic
arxiv.org·

Coverage-driven alignment - What ‘Teaching Claude Why’ can borrow from AV verification

 🤖AGI
lesswrong.com·

Bimal Roy’s ‘Do Bigha Zamin’ and the never-ending race against poverty

 📝Long-form Essays  Content type: News
scroll.in·

[Q&A] Mickey Barfield & Dan Davenport (Chronicles of the Stellar Kingdom)

 🧠Rationalism  Content type: Blog

miniReranker: Efficient Multimodal Reranking through Visual Cache Reuse and Interaction Sparsity

 🧭LLM Alignment  Content type: Academic
arxiv.org·

2x GH200 for LLM inference, Part 2: vLLM, DeepSeek V4 Flash, and MTP

 🧭LLM Alignment  Content type: Blog
dnhkng.github.io·

Deep mutational scanning reveals pharmacologically relevant insights into TYK2 signaling and disease

 🤖AGI  Content type: Academic
elifesciences.org·

Time Series as Language: A Universal Tokenizer for General-Purpose Time Series Foundation Models

 🧭LLM Alignment  Content type: Academic
arxiv.org·

“Canvas for a Banksy?” says commenter

 🧠Rationalism
dezeen.com·

Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency

 🧭LLM Alignment  Content type: News  Content type: Blog
blog.google··Hacker News

ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations

 🧭LLM Alignment  Content type: Academic
arxiv.org·

Silicon Valley’s new buyout playbook is hitting Wall Street

 🛡️AI Safety  Content type: News
cnbc.com·

FF-JEPA: Long-Horizon Planning in World Models with Latent Planners

 🧭LLM Alignment  Content type: Academic
arxiv.org·

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

 🧭LLM Alignment  Content type: Academic
arxiv.org·

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

 🧭LLM Alignment  Content type: News

Udacity Agentic AI review: what graduates actually built

 🛡️AI Safety  Content type: Blog
udacity.com·

Chromium chalcohalide Janus monolayer ferromagnets with perpendicular magnetic anisotropy and high Curie temperature

 🔲Are.na (https://www.are.na)  Content type: Academic
arxiv.org·

CLP: Collocation-Length Prediction for Zero-Loss Adaptive Multi-Token Inference

 🧭LLM Alignment  Content type: Academic
arxiv.org·
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