Today
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Scale to 4,000 neurons, add Poseidon DV-GEM + Project TETHER + Poincare/Lyapunov, and add 17x17/15x15 mega-arenas
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feat: neural graft training, verified connectome caches, CPU compute budget & contract repairs
Yesterday
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feat: frontier apex omnibus mode, 2000-neuron connectome scaling & complex environments
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feat: architectural advancement & technical review grounding
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feat: integrate frontier learning architectures, dormant lifecycle & 1000-neuron workbench
- Integrated Planning & Experience MPC: added bounded 1-5 step experience MPC with value-guided TD critic V(s) to eliminate horizon truncation myopia, interactive counterfactual plan inspector, and regression guardrails
- Restored Design & Execution Contracts: closed dormant expert lifecycle (dormant identity, fitted initialization, gradual activation, contribution test, native consolidation, slot recycling), 2-channel persistent evoked graph readout (m=O(r_null), d=O(r_actual)-O(r_null) with input-dependent gating alpha), and isolated frozen query evaluations
- Frontier Continual Plasticity & Deliberation: integrated Continual Backprop (Dohare et al. Nature 2024 utility-driven reinitialization), Universal Fast-Weight Memory (Titans / uTTT associative learning), and Continuous Latent Deliberation (Coconut recurrence)
- High-Capacity 1,000-Neuron Substrate: updated launch and CLI defaults to 1,000 neurons (334/333/333 across FlyWire, MANC, Optic Lobe) with real-time web visualization an… -
feat(connectomes): integrate 8 landmark Drosophila datasets, multi-connectome hub & high-capacity neuron scaling
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feat(deep-research): implement verifier-gated bounded RSI, world model v2, 9-arm connectome causal assay, coconut latent deliberation, diffusion repair, verifiable DPO & unified scorecard
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feat(sail): implement Sonapse Adaptive Intelligence Laboratory (SAIL) 6-upgrade suite & flagship continual learning milestone
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Sync Supermix Beyond & Archimedes v93 capabilities, CLI subcommands, and synchronized documentation
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feat: eliminate canvas warping, add 3D observatory & teleoperation, and ground experience-driven adaptation
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Upload improvements 21-50: genuine visual perception, object slots, hierarchical skills, active inference, spatial mapping, budgeted imagination, neuro-symbolic discovery, and adaptive compute
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feat: upload complete 20 frontier cognitive and neuromorphic systems
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Groundbreaking innovations: astrocytes, FEP predictive coding, Gromov-Wasserstein alignment, canvas fix
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Initial commit of SYNAPSE developmental connectome intelligence research lab
