OPERATOR LOG · OP009
Systems that compound.
2026-04-28
MARKET INTELLIGENCE
DATA GRID
FIELD REPORT
PHYSICAL LAYER
Samsung moves 1,000 staff to Taylor, Texas fab. Campus spans 4.85M m², operational late 2026. Part of US semiconductor reshoring push accelerated by CHIPS Act.
After NuScale/UAMPS collapse, Utah pivots to Holtec SMR-300. Target: up to 10 reactors, 4 GW across the Mountain West. Positions Utah as nuclear energy hub.
5 MW reactor airlifted to San Rafael Energy Lab, Utah. Small enough for a military cargo plane. First power target: July 4, 2026.
MODEL LAYER
An AI harness is a wrapper around a model. Input goes in. Rules enforced. Output comes out. The simplest harness is a system prompt + an API call — about 20 lines of Python.
BERT (Google, 2018) reads text in both directions simultaneously. It masks words and predicts them from surrounding context. Example: "My [MASK] is cute, he's playing." → BERT predicts "dog." This is what powers Google Search's semantic understanding layer.
Simple build: pip install transformers → load bert-base-uncased → .encode() → classify. Complex build: fine-tune on domain data, multi-head attention layers, hardware-optimized inference. The difference is 20 lines of code vs. 200,000.
EVALUATION
| Model | HumanEval | Params | Runs where |
|---|---|---|---|
| Claude Sonnet 4.6 | 97.6% | API | Cursor / Perplexity |
| DeepSeek R1 | 97.4% | API | Cloud |
| Qwen 3 480B | 92.7% | API | Cloud |
| Qwen 3.5 9B | 91.0% | 9B | Ollama / Local |
| Qwen Coder 14B | ~50% | 14B | Ollama / LM Studio |
Running Qwen 14B locally through Cline against a repo with our full test stack — ruff, pytest, Playwright, real Postgres — exposes context limits fast. Sonnet in Cursor has full repo awareness. Local models don't. SpaceX chose Cursor. That's the answer.
SHIP LOG
PRODUCT LOG
SIGNAL STRENGTH
Highest-profile enterprise validation of AI-assisted coding. Sonnet-powered Cursor adopted across SpaceX engineering. The local vs. cloud debate is over for elite teams.
Samsung, Holtec, and Valar Atomics represent a $100B+ hardware migration to the Mountain West and Texas. CHIPS Act + tariff policy accelerating timeline.
Perplexity shipped 5 major features in 60 days: Personal Computer, CFO with Plaid, Deep Research deliverables, Comet iOS, Model Council. Speed compounds.
9 shipped features, 3 in progress. CodeRabbit AI reviews, nightly auto-deploy, Grafana + Loki logging, Sentry tracking, Playwright E2E. Infrastructure as product.
INTELLIGENCE SOURCES