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README.md

@@ -10,7 +10,7 @@ tags:
 - cross-architecture
 - taskset
 size_categories:
-- 1K<n<10K
+- 10K<n<100K
 pretty_name: binary-reasoning-v1
 ---
 
@@ -19,13 +19,15 @@ pretty_name: binary-reasoning-v1
 **Verified reverse-engineering tasks over real production binaries** — an RL / eval environment
 pack where every answer is derived from the artifact itself and machine-checked.
 
-- **3,079 items · 10 families · 7 ISAs** (x86-64, i686, AArch64, ARM32, RISC-V, MIPS o32/n64, PPC64LE)
-- Sources: Ubuntu system libraries (608 real .so), Debian production cross-toolchain glibc,
+- **10,242 items · 10 families · 7 ISAs** (x86-64, i686, AArch64, ARM32, RISC-V, MIPS o32/n64, PPC64LE)
+- Sources: ~1,200 real Ubuntu ELF files (system libs incl. libcrypto/zstd/sqlite3/libxml2, Mesa
+  DRI drivers, QEMU device models, systemd internals), Debian production cross-toolchain glibc,
   Android/Termux production aarch64 libs, curated Windows PEs, labeled cross-compiles
 - Provenance per item: binary name, sha256_16, address, arch
-- **Verification:** 3,000 deterministic items score 1.0 on gold / 0.0 on abstention; 0/3,079 answer
-  leaks; all tasks load against the real `verifiers` v1 framework; Harbor task packages for the
-  agentic family pass 14/14 reward-chain tests
+- **Verification:** independent REA audit (answers re-verified against the binaries); 10,163
+  deterministic items score 1.0 on gold / 0.0 on abstention; 0/10,242 answer leaks; all tasks load
+  against the real `verifiers` v1 framework; 20 agentic challenges ship Harbor-format task packages
+  with reward chain tested 20/20
 - **Baseline:** a frontier local reasoning model scores 22% on our deterministic subset — headroom
   is the feature
 
@@ -36,7 +38,10 @@ pack where every answer is derived from the artifact itself and machine-checked.
 | `sample_free.jsonl` | 9 items — one per family |
 | `EVAL_RESULTS.md` | baseline eval methodology + results |
 
-The **full pack** (3,079 items + runnable verifiers v1 environment + Harbor packages + agentic
+Also live on the Prime Intellect Environments Hub: `s3rl4/binary-reasoning-v1`
+(`prime env install s3rl4/binary-reasoning-v1`).
+
+The **full pack** (10,242 items + runnable verifiers v1 environment + Harbor packages + agentic
 binaries & sources) lives in the gated companion repo:
 [S3RL4/binary-reasoning-v1-full](https://huggingface.co/datasets/S3RL4/binary-reasoning-v1-full) —
 request access, approved same day. Commercial licensing and custom taskset builds: samueljanttila@gmail.com.