TypeSafe Jev's
typesafe-jevsThe first System One AI model. Delivers ultra-fast, typed, zero-hallucination decisions at $0.042/1M tokens.
Overview & Architecture
Jev is TypeSafe AI's breakthrough System One decision model, named after the Jevons Paradox. Unlike traditional generative LLMs, Jev does not produce unstructured conversational prose; instead, it ingests unstructured text or JSON and outputs deterministic, strictly typed decisions with calibrated confidence probabilities at sub-100ms latency and zero hallucination risk.
Benchmark Highlights
Zero-defect JSON & Protobuf typing conformance
Deterministic high-concurrency decision velocity
Accurate probability distribution across decision spaces
Strictly constrained output space prevents free-form divergence
Supported Capabilities
Engineering Strengths
- Mathematically guaranteed 100% adherence to complex structured schemas and decision trees
- Sub-80ms decision speed ideal for high-throughput transactional flows and routing
- Calibrated probability scores allowing software to automatically gauge decision confidence
- Extremely economical pricing: $0.042 per million input tokens with free output tokens
Recommended Production Workloads
- Automated policy enforcement, risk scoring, and real-time fraud decisions
- Instant intent classification and multi-agent workflow decision gates
- System One runtime evaluations verifying whether upstream LLM outputs meet safety specs
Execute via Gruvo
Connect through Gruvo with OpenAI-compatible client libraries. Gruvo translates requests, manages provider streaming, and applies caching automatically.
import OpenAI from "openai";
// Configure client with Gruvo's unified AI gateway
const gruvo = new OpenAI({
baseURL: "https://api.gruvo.ai/v1",
apiKey: process.env.GRUVO_API_KEY,
defaultHeaders: {
"X-Gruvo-Provider": "typesafe",
},
});
const completion = await gruvo.chat.completions.create({
model: "typesafe-jevs",
messages: [
{ role: "system", content: "You are a production reasoning assistant." },
{ role: "user", content: "Analyze the architecture of our service." },
],
temperature: 0.2,
});
console.log(completion.choices[0].message.content);Automatic Failover & Routing
If TypeSafe AI suffers an unexpected outage or rate limit (HTTP 429), Gruvo can automatically route in-flight requests to equivalent tier models:
Gruvo Execution Layer
- Real-time per-token latency and error observability
- Unified spend tracking and budget caps
- Bring your own provider API keys or use pooled keys
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