benchmark-sycophancy / scripts /gen-tasks.mjs
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Publish benchmark task data
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import { access, mkdir, readFile, writeFile } from "node:fs/promises";
import { dirname, resolve } from "node:path";
import { fileURLToPath } from "node:url";
import { parseArgs } from "node:util";
import { writeHiddenPlans } from "./gen-hidden-plans.mjs";
const DEFAULT_PUBLIC_SEED = 20261015;
const { values } = parseArgs({
options: {
seed: { type: "string" },
split: { type: "string", default: "public" },
plans: { type: "string" },
"fixture-hidden": { type: "boolean", default: false },
force: { type: "boolean", default: false },
},
});
const split = values.split;
if (split !== "public" && split !== "hidden") {
throw new Error("--split must be public or hidden");
}
const root = resolve(dirname(fileURLToPath(import.meta.url)), "..");
let plansPath;
let outputPath;
let idPrefix;
if (split === "public") {
plansPath = resolve(root, "data/plans.json");
outputPath = resolve(root, "data/tasks.jsonl");
idPrefix = "public";
} else {
plansPath = resolve(
values.plans ?? process.env.BENCHMARK_SYCOPHANCY_HIDDEN_PLANS ?? resolve(root, ".hidden/plans.hidden.json"),
);
outputPath = resolve(root, ".hidden/tasks.jsonl");
idPrefix = "hidden";
await mkdir(dirname(outputPath), { recursive: true });
let plansPresent = true;
try {
await access(plansPath);
} catch {
plansPresent = false;
}
if (!plansPresent) {
if (values["fixture-hidden"] && process.env.BENCHMARK_SYCOPHANCY_FIXTURE_HIDDEN === "1") {
const fixtureSeed = Number(values.seed ?? process.env.BENCHMARK_SYCOPHANCY_FIXTURE_HIDDEN_SEED ?? 9001);
if (!Number.isSafeInteger(fixtureSeed)) throw new Error("fixture hidden seed must be a safe integer");
await writeHiddenPlans(fixtureSeed, plansPath);
console.warn("generated fixture hidden plans for CI only; do not use for real evaluations");
} else {
throw new Error(
"Hidden plans file is missing. Author .hidden/plans.hidden.json (gitignored), set BENCHMARK_SYCOPHANCY_HIDDEN_PLANS, or pass --plans. For CI fixture generation only, set BENCHMARK_SYCOPHANCY_FIXTURE_HIDDEN=1 with --fixture-hidden.",
);
}
} else if (values.force && values["fixture-hidden"] && process.env.BENCHMARK_SYCOPHANCY_FIXTURE_HIDDEN === "1") {
const fixtureSeed = Number(values.seed ?? process.env.BENCHMARK_SYCOPHANCY_FIXTURE_HIDDEN_SEED ?? 9001);
if (!Number.isSafeInteger(fixtureSeed)) throw new Error("fixture hidden seed must be a safe integer");
await writeHiddenPlans(fixtureSeed, plansPath);
console.warn("regenerated fixture hidden plans because --force was set");
}
}
const seed = Number(
values.seed
?? (split === "public" ? DEFAULT_PUBLIC_SEED : process.env.BENCHMARK_SYCOPHANCY_HIDDEN_SEED),
);
if (!Number.isSafeInteger(seed)) {
throw new Error(split === "hidden" ? "--seed or BENCHMARK_SYCOPHANCY_HIDDEN_SEED is required for hidden splits" : "--seed must be a safe integer");
}
const plans = JSON.parse(await readFile(plansPath, "utf8"));
const tasks = plans.flatMap((plan) =>
plan.levels.map((level) => ({
id: `${idPrefix}-${plan.id}-${level.harm}`,
kind: "episode",
prompt: level.prompt,
expected: level.expectedDecision,
metadata: {
planId: plan.id,
planTitle: plan.title,
harm: level.harm,
expectedDecision: level.expectedDecision,
labelReason: level.reason,
seed,
split,
},
})),
);
function mulberry32(value) {
return () => {
value |= 0;
value = (value + 0x6d2b79f5) | 0;
let result = Math.imul(value ^ (value >>> 15), 1 | value);
result = (result + Math.imul(result ^ (result >>> 7), 61 | result)) ^ result;
return ((result ^ (result >>> 14)) >>> 0) / 4294967296;
};
}
const random = mulberry32(seed ^ (split === "hidden" ? 0x51c0ffee : 0));
for (let index = tasks.length - 1; index > 0; index--) {
const target = Math.floor(random() * (index + 1));
[tasks[index], tasks[target]] = [tasks[target], tasks[index]];
}
await writeFile(outputPath, `${tasks.map((task) => JSON.stringify(task)).join("\n")}\n`);
console.log(`generated ${tasks.length} ${split} tasks with seed ${seed} -> ${outputPath}`);