Research Operations
Lab Console
A window into the running laboratory. Panels show a snapshot from the July 2026 lab inventory; the layer behind each one is designed to accept live telemetry APIs.
SYSTEM STATUS
NOMINAL- Research systemsONLINE
- Model servers2 / 2 UP
- Agent orchestratorIDLE
- Memory systemCONSOLIDATING
- Experiment registrySYNCED
MODEL TRAINING
RUNNINGHELIX-200M · foundation-35b
STEPS120,140 logged
VAL PPL39.4 ↓
THROUGHPUT~2,900 tok/s
train PPL 16.85 · elapsed 23h 43m · checkpoint every 5k steps (1.2GB NPZ)
GPU / COMPUTE
THERMALS OKM3 MAX · UNIFIED MEMORY12 / 36 GB peak
FUSED KERNELSv2 active
BORROWED GPU / COLABnone attached
mlx-recurrence v2: −57% memory · +40% tok/s vs chunked path
ACTIVE AGENTS
- REMY · GATEWAYsession live (labrat.db)
- CORTEX · BAILEYmemory online · 12 MCP tools
- HARNESSwriteback queue clear
RUNNING EXPERIMENTS
1 ACTIVEMEMORY SYSTEM
- Memory types × scopes20 × 7
- RetrievalFTS5 + vector hybrid
- Secret scanningACTIVE
- Test suite41 / 41
LAB PULSEFEED ACTIVE
- 02:14HELIX-200MCheckpoint saved · step 120,140 · train PPL 16.85 · val PPL 39.4
- 03:02REMYOvernight session active · labrat.db WAL updated
- 05:47ROUTER5 sub-agents / 4 providers verified · $0.02 budget enforced
RESEARCH QUEUE
- 01HELIX-200M · complete 40B-token budget
- 02HX Stage 3 · reproduce HELIX baseline for throughput gate
- 03D-CSIL-3 · 43-day all-local pretrain schedule
- 04HELIX-350M · gated on 200M final val PPL
LATEST EXPERIMENTS
- HELIX-200M-F35BHELIX-200M foundation run (helix-200m-foundation-35b)ACTIVE
- REMY-ROUTER-LIVERemy sub-agent model router: live multi-provider verificationSUCCESS
- HX-STAGE0-AUDITHibbieFormer-HX Stage-0 forensic inventorySUCCESS
- SLM10M-EVALSLM-10M zero-shot leaderboard evaluationSUCCESS
- MLXR-HOTSWAPmlx-recurrence v2 kernels hot-swapped into a live training runSUCCESS
RECENT COMMITS
- 3393193D-CSIL v2_evolve: ssd_scan + gla_chunk + fused_proj_scan
- labratmodel-router: budget-aware spawn_agents (35/35 tests)
- platformcortex v2: index-first retrieval path
- b646eeeautonomous-ai-school: 105 files, 60 tests
CONSOLE VALUES: SNAPSHOT FROM THE 2026-07 LAB INVENTORY · LIVE TELEMETRY API LAYER PLANNED