All decision model projects

Research agent where GPT plans and Jev finds evidence in parallel across document regions with Choice and Noul.

Measured runs of Jev triaging incidents for a simulated 10,000-robot warehouse fleet, with cost and a ModernBERT comparison.

A chatbot with no language model: every word is chosen by Jev Choice questions from thousands of options, with lookahead and self-critique.

MuJoCo PiPER arm controlled by a local decider-2b model choosing among ten skills via a Jev-style typed-choice interface while targets move.

Pre-specified study running Jev and GPT-4.1 as 300 synthetic survey respondents; question format mattered more than model.

LlamaIndex notebook comparing Jev with open decoders, encoders and specialised tools on document-pipeline Choice tasks.

Repository serving CLM-8B, a contrastive System One model behind a TypeSafe-compatible API, aimed at humanoid robot decisions.

Research MVP pairing an LLM-authored, revisable ontology with Jev classification, where low confidence triggers ontology revisions.

Experiment that builds past-only Hong Kong market state and asks Jev for an up, flat or down forecast, with a standalone HTML report.

Builds a Jev-style decision interface on Gemma 3 270M and measures what it takes: LoRA plus a pointer head reaches 0.821 AUC.

Research pipeline that scores NYC 311 complaint descriptions with Jev and maps severity and safety signals on a city grid.

Pre-registered paired audit of Jev on Spanish across 3,200 labelled items, plus a CLI to rerun it on your own data.

Research runtime that lets a bounded decision model like Jev operate over large tool, memory and context spaces via a virtual option space.

Confidence-aware skill router that uses Jev to pick agent skills from large catalogues, declining or asking for review on weak matches.

FGV Direito SP experiment comparing Jev with Gemini 3.8 Flash and GPT-5.6 Luna for annotating 12 variables in 120 TJSP court rulings.

Black-box reverse-engineering archive studying how the Jev decision model behaves, with evidence matrices and calibration analysis.

Fully local grid tactics game where the open NanoJev model picks each move, attack, heal or dash from real candidate actions.

Research wiring LAYA/Jev typed decisions into a quant stack with Claude fallback: good news reading, no market-beating edge.

Pre-registered independent evaluation of Jev on intent classification and confidence-gated cascades, with a transparent erratum.

Independent field guide to Jev 1.13.0 behaviour across 11,621 requests: framing sensitivity, Snake and 3D city driving experiments.

Educational C11 library and CLI that turns DiffusionGemma 26B into a CPU-first OpenJev-style decision engine reading candidate logits.

Reliability-curve study of Jev on 240 hand-labelled agent tool calls, publishing labels, raw responses and scripts.

Independent API-only audit of what Jev's probabilities mean: abstain removal, Korean, coherence, option order, interference and caching.

Exact-target audit finding Jev's Choice probabilities are a step function on stated base rates while per-option Noul tracks them closely.

Research code showing confidence cascades let a 0.8B prefill-only decision model approach a 4B model's accuracy at a fraction of the cost.

Research decoder that treats Jev as a language model, assembling replies from repeated choices over phrases, words and letters.

Reproducible test of viral Jev HFT claims: direction not calibrated, never under 100 ms, and no edge after trading fees.

Pre-registered study testing Jev's calibration claims on clinical diagnosis cases against Claude Opus 5 and Opus 5.5.

Paper code where Jev screens agent tool output for relevance and prompt injection before the agent reads it.

Locates the file a bug report is about, or flags defects in a diff, by asking Jev yes/no over small source batches.