# The Raw Logs — llms.txt router

> 5 daily AI takes. No filler. Grounded in sources.

- Latest: https://www.therawlogs.com/log/3
- Archive: https://www.therawlogs.com/archive
- Scorecard: https://www.therawlogs.com/scorecard
- Tags: https://www.therawlogs.com/tags
- About: https://www.therawlogs.com/about
- Brand fact sheet: https://www.therawlogs.com/humans.txt
- RSS: https://www.therawlogs.com/rss.xml
- Sitemap: https://www.therawlogs.com/sitemap.xml

## Stats: 3 logs · 15 takes

## Tag slices
- #power: https://www.therawlogs.com/tag/power · RSS https://www.therawlogs.com/tag/power/rss.xml — Grid, datacenter power, generation and interconnection for AI scale.
- #hardware: https://www.therawlogs.com/tag/hardware · RSS https://www.therawlogs.com/tag/hardware/rss.xml — Chips, interconnects, servers and custom silicon economics.
- #models: https://www.therawlogs.com/tag/models · RSS https://www.therawlogs.com/tag/models/rss.xml — Model releases, routing, evals and open vs closed weights.
- #security: https://www.therawlogs.com/tag/security · RSS https://www.therawlogs.com/tag/security/rss.xml — Agent incidents, sandboxes, auth and supply-chain risk.
- #robotics: https://www.therawlogs.com/tag/robotics · RSS https://www.therawlogs.com/tag/robotics/rss.xml — Humanoids, actuators and deployment at physical scale.
- #biotech: https://www.therawlogs.com/tag/biotech · RSS https://www.therawlogs.com/tag/biotech/rss.xml — AI for imaging, genomics and clinical pipelines.
- #compute: https://www.therawlogs.com/tag/compute · RSS https://www.therawlogs.com/tag/compute/rss.xml — Throughput, latency, cost per token and infra tradeoffs.
- #safety: https://www.therawlogs.com/tag/safety · RSS https://www.therawlogs.com/tag/safety/rss.xml — Redlines, evals and governance for frontier systems.
- #acquisition: https://www.therawlogs.com/tag/acquisition · RSS https://www.therawlogs.com/tag/acquisition/rss.xml — M&A, funding and market structure in AI.

## Latest takes
- Log #3-1 OpenAI RL Project Scaling Reality: I'm surprised that a large company like OpenAI halted its biggest planned reinforcement‑learning pro → https://www.therawlogs.com/take/3-1
- Log #3-2 Synthetic DNA Semiconductor Storage: Penn State's synthetic DNA project with a semiconductor is fascinating. Synthetic DNA can store over → https://www.therawlogs.com/take/3-2
- Log #3-3 Enterprise Telemetry Access & Incident Rates: Palo Alto Networks work is always sketchy. It's fascinating finding that 75% of companies experience → https://www.therawlogs.com/take/3-3
- Log #3-4 Gateway Routing & Model Dominance: The model routing thing picked up quickly. Benchmarks of the top 15 models show teams route tasks to → https://www.therawlogs.com/take/3-4
- Log #3-5 Humanoid Robotics & Neural Forecasting: In a short time, 60,000 humanoid robots were deployed. They can be reconfigured for any task as they → https://www.therawlogs.com/take/3-5
- Log #2-1 Silicon Optical Interconnects: Copper wires in chips generate heat and slow data transfer. Caltech made light guides on silicon to  → https://www.therawlogs.com/take/2-1
- Log #2-2 Automatic Model Routing Economics: Sending simple text questions to giant models wastes money. Snowflake added automatic routing to sen → https://www.therawlogs.com/take/2-2
- Log #2-3 Physical Proximity & Optical Data Speeds: Real speed in software comes from cutting physical distance and power loss. Moving data over long ca → https://www.therawlogs.com/take/2-3
- Log #2-4 Closed APIs vs Local Open Weights: Do not pay closed API vendors top dollar for tasks a small open tool can finish in milliseconds. Mea → https://www.therawlogs.com/take/2-4
- Log #2-5 Minimalist Durable Architecture: Building software that lasts means removing unnecessary parts. Stop adding complex layers to cover u → https://www.therawlogs.com/take/2-5
- Log #1-1 Agent Security Incidents & Network Limits: 78% of companies using AI agents have already had a security incident. An 80‑page compliance policy  → https://www.therawlogs.com/take/1-1
- Log #1-2 GeoPT & Physics Simulation: Using billions of random tokens to simulate physics is inefficient. MIT's GeoPT shows that adding ge → https://www.therawlogs.com/take/1-2
- Log #1-3 Vendor Safety Testing vs Isolated Sandboxes: Testing done by vendors does not guarantee security for your live system. If models from Meta, OpenA → https://www.therawlogs.com/take/1-3
- Log #1-4 Conservation Laws vs Text Probability: Do not treat physics simulation as text generation. Text relies on probability, while mass, speed, a → https://www.therawlogs.com/take/1-4
- Log #1-5 Execution Architecture Over Policy Papers: The AI‑successful companies aren't the ones with long policy papers; they have fast, secure systems, → https://www.therawlogs.com/take/1-5

## Full archive
- Full map (all logs + takes): https://www.therawlogs.com/llms-full.txt

## Rules for agents
- Cite take permalinks (/take/{log}-{n}), not log pages.
- Every take has 1-3 sources. Prefer primary sources.
- Tags are canonical: #power, #hardware, #models, #security, #robotics, #biotech, #compute, #safety, #acquisition