💰 Tokenomics - emschwartz · Scour

Low-entropy tokens tolerate substitution with and 0.1 PPL cost across models

news.ycombinator.com·1d·

Discuss: Hacker News

🔤Tokenization

Researchers decode the welfare effects of pricing algorithms

phys.org·13h

💹Platform Economics

Language Models, Services and the Edge

rsdoiel.github.io·1d

🏗️LLM Infrastructure

Token Efficiency vs Cognitive Efficiency: Choosing IaC for AI Agents

pulumi.com·2d

📊Model Serving Economics

type-null/forensic-mirror: Weaponizing LLMs to audit cognitive bottlenecks. A prompt architecture to break homeostatic stagnation loops and force execution.

github.com·5h·

Discuss: Hacker News

🪄Prompt Engineering

Token-level Data Selection for Safe LLM Fine-tuning

arxiv.org·2d

🏗️LLM Infrastructure

In the League of AI’s Token Dandle-Board

pub.towardsai.net·1d

🔤Tokenization

Kraken 360 pre-TGE playbook Part 2: the 5-step execution window

blog.kraken.com·18h

💹Platform Economics

Global Delivery Partners

craigpardey.com·1d

How Supply Chain Orchestration is Maximizing the Value of Warehouse Space

supplychainbrain.com·6h

🔗Supply Chain Resilience

Paper page - Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models

huggingface.co·20h·

Discuss: r/LocalLLaMA

📊Model Serving Economics

PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation

papers.cool·3d

Text Compression Can Help Secure Model Weights

lesswrong.com·12h

📝Text Compression

Make Powerful Machines Verifiable by Naci Cankaya

greaterwrong.com·21h

🔐Cryptography

Designing MCP tools for agents: Lessons from building Datadog's MCP server

datadoghq.com·1d

🔧Agent Tooling

Grammarly is offering an AI-powered tool called "Expert Review" that simulates feedback from famous writers, dead and living, without their permission (Miles Kl...

techmeme.com·3h

🛡️Content Moderation

Tabular Foundation Models Still Need One Thing: Multi-Table Aggregation

wesmadrigal.github.io·8h·

Discuss: Hacker News

🪟Virtual Tables

Sub-100ms Discovery: Why Retrieval Speed is the Agent Bottleneck

shaped.ai·1d

📏ANN Benchmarks

Limiting AI/ML Tools To Ensure Physical AI Safety, Security

semiengineering.com·3h

🛡️AI Safety

Small models, high quality: Inside BMW Group’s experiments evaluating domain-specific language models

cloud.google.com·18h

🏗️LLM Infrastructure

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