neuroimmune-pruning
The immune substrate (0 / witness) of the three-substrate vasocomputation stack. The neuroimmune system is the body's garbage collector and TMS justifier: microglia, using the classical complement cascade (C1q → C3b opsonization → CR3-mediated phagocytosis), tag and eliminate synapses — literally editing the neural prior set. Perivascular mast cells couple the immune leg to the vascular leg; pro-inflammatory cytokines (IL-1β, TNF-α) gate whether a held pattern is allowed to consolidate.
Use When
- Modeling the immune system as the editor of neural priors (microglial synaptic pruning)
- Neuroinflammation as precision-weighting on the consolidation (−1) step
- The immune–vascular coupling that maintains or releases a latch (
latched-hyperprior)
- Distinguishing healthy immunosurveillance (nogood-repair) from autoimmunity (false nogood)
Core Concepts
- Complement tagging =
EnsureJustification: a synapse with no closing justification is opsonized by C1q/C3b and phagocytosed by microglia — a measured retraction (a nogood), not an assigned one. (Stevens 2007; Schafer 2012.)
- Immunosurveillance = the −1 / coplay nogood-repair leg: the body detects defected/latched/cancerous subagents and clears them. Levin: latched cells that bioelectrically disconnect are exactly what surveillance should catch.
- Autoimmunity = the false nogood: complement tags self — excess C3/C4 synaptic pruning is implicated in schizophrenia and Alzheimer's. This is the worm Goodharting its self/non-self boundary: forcing content-H¹ (real signal) to 0 by attacking valid synapses.
- Latch maintenance: latch → hypoxia (HIF-1α) → inflammatory recruitment → more VSMC tone. Trying to wall off a perturbation, the immune system can stabilize the latch — the latch spiral as a granuloma-like, immune-defended locus.
- Mast cells: perivascular sentinels; degranulation (a fast "grab") triggers the vascular event that becomes a latch.
GF(3) Balanced Triad
vasocomputation (+1) ⊗ neuroimmune-pruning (0) ⊗ neural-potentiation (−1) = 0 (mod 3)
Skill Trit: 0 (Witness — the justifier/GC that decides what is kept; cf. the PAM JustifierAgent maintaining the justification lattice).
Honesty markers
Grounded: microglial complement-mediated synaptic pruning; perivascular mast cells; cytokine modulation of LTP; HIF/hypoxia–inflammation; immunosurveillance of cancer. Speculative weld (marked, not asserted): framing the immune system as a free-energy / active-inference learner, and the GF(3) substrate→trit assignment as an organizing correspondence.
Concomitant Skills
| Skill |
Trit |
Interface |
vasocomputation |
+1 |
vascular substrate it co-regulates |
neural-potentiation |
−1 |
gates / prunes the synaptic store |
latched-hyperprior |
−1 |
unlatch (resolve) vs. defend (granuloma) |
cybernetic-immune |
0 |
immune system as a cybernetic controller |
sheaf-cohomology |
0 |
pruning = trivializing a nogood cocycle |
affective-taxis |
−1 |
self/non-self boundary = valence boundary |
Current literature (2024–2026)
- Stevens et al. (2007, Cell); Schafer et al. (2012, Neuron) — classical complement (C1q→C3) opsonizes weak synapses; microglial CR3/C3 engulfment is activity-dependent (weaker inputs preferentially pruned) — a measured valence gradient, not a stamp.
- Sekar et al. (2016, Nature) — schizophrenia MHC signal traced to C4 alleles; risk scales with C4A; C4 sits between C1q and C3 = the convertase gain knob (excess −1 retraction).
- Hong et al. (2016, Science) — complement drives early synapse loss in Alzheimer models before plaques; inhibition rescues LTP.
- Stellwagen & Malenka (2006, Nature); Yirmiya & Goshen (2011) — glial TNF-α is sufficient for synaptic scaling; cytokines gate LTP/consolidation in an inverted-U (low pg/mL enhances, inflammatory ng/mL impairs).
- Bhat, Parr, Ramstead & Friston (2021), immunoceptive inference; Dunn, Old & Schreiber (2004), immunoediting (Elimination / Equilibrium / Escape = surveillance / latent-nogood / false-negative).
- Exact cascade: C1q → C4/C2 → C3 convertase → C3b/iC3b opsonin → microglial CR3 → engulfment.
- Hook: synaptic C1q/C3b density predicts microglial engulfment volume; C4A expression ∝ elimination rate; cytokine dose sets consolidation gain.
- Grounded: complement pruning, C4-schizophrenia, TNF-α scaling, mast-cell vasoactivity, immunoediting. Speculative weld: "microglia = TMS justifier," "autoimmunity = false nogood" — framing licensed by Friston/Tauber, computes no cohomology.
References
- Stevens, B. et al. (2007). The classical complement cascade mediates CNS synapse elimination. Cell 131(6).
- Schafer, D.P. et al. (2012). Microglia sculpt postnatal neural circuits in an activity- and complement-dependent manner. Neuron 74(4). doi:10.1126/science.1202529 (program).
- Yirmiya, R. & Goshen, I. (2011). Immune modulation of learning, memory, neural plasticity and neurogenesis. Brain Behav. Immun. 25(2).
- Levin, M. (2022). TAME. Front. Syst. Neurosci. 16. (Defection / cancer / surveillance.)
1---2name: neuroimmune-pruning3description: Immune substrate of biological active inference — microglia + complement (C1q→C3b→CR3) tag and phagocytose synapses, acting as the body's TMS justifier / garbage collector. Immunosurveillance = nogood-repair; autoimmunity = the false nogood. Use when modeling immune editing of neural priors, neuroinflammation gating plasticity, or the immune-vascular latch coupling.4license: MIT5---67# neuroimmune-pruning89The **immune substrate** (0 / witness) of the three-substrate vasocomputation stack. The neuroimmune system is the body's **garbage collector and TMS justifier**: microglia, using the **classical complement cascade (C1q → C3b opsonization → CR3-mediated phagocytosis)**, tag and eliminate synapses — literally editing the neural prior set. Perivascular mast cells couple the immune leg to the vascular leg; pro-inflammatory cytokines (IL-1β, TNF-α) gate whether a held pattern is allowed to consolidate.1011## Use When1213- Modeling the immune system as the *editor* of neural priors (microglial synaptic pruning)14- Neuroinflammation as precision-weighting on the consolidation (−1) step15- The immune–vascular coupling that maintains or releases a latch (`latched-hyperprior`)16- Distinguishing healthy immunosurveillance (nogood-repair) from autoimmunity (false nogood)1718## Core Concepts1920- **Complement tagging = `EnsureJustification`**: a synapse with no closing justification is opsonized by C1q/C3b and phagocytosed by microglia — a *measured* retraction (a nogood), not an assigned one. (Stevens 2007; Schafer 2012.)21- **Immunosurveillance = the −1 / coplay nogood-repair leg**: the body detects defected/latched/cancerous subagents and clears them. Levin: latched cells that bioelectrically disconnect are exactly what surveillance should catch.22- **Autoimmunity = the false nogood**: complement tags *self* — excess C3/C4 synaptic pruning is implicated in schizophrenia and Alzheimer's. This is the worm **Goodharting its self/non-self boundary**: forcing *content-H¹* (real signal) to 0 by attacking valid synapses.23- **Latch maintenance**: latch → hypoxia (HIF-1α) → inflammatory recruitment → more VSMC tone. Trying to wall off a perturbation, the immune system can *stabilize* the latch — the latch spiral as a granuloma-like, immune-defended locus.24- **Mast cells**: perivascular sentinels; degranulation (a fast "grab") triggers the vascular event that becomes a latch.2526## GF(3) Balanced Triad2728```29vasocomputation (+1) ⊗ neuroimmune-pruning (0) ⊗ neural-potentiation (−1) = 0 (mod 3)30```3132**Skill Trit**: 0 (Witness — the justifier/GC that decides what is kept; cf. the PAM `JustifierAgent` maintaining the justification lattice).3334## Honesty markers3536Grounded: microglial complement-mediated synaptic pruning; perivascular mast cells; cytokine modulation of LTP; HIF/hypoxia–inflammation; immunosurveillance of cancer. **Speculative weld (marked, not asserted)**: framing the immune system as a free-energy / active-inference learner, and the GF(3) substrate→trit assignment as an organizing correspondence.3738## Concomitant Skills3940| Skill | Trit | Interface |41|-------|------|-----------|42| `vasocomputation` | +1 | vascular substrate it co-regulates |43| `neural-potentiation` | −1 | gates / prunes the synaptic store |44| `latched-hyperprior` | −1 | unlatch (resolve) vs. defend (granuloma) |45| `cybernetic-immune` | 0 | immune system as a cybernetic controller |46| `sheaf-cohomology` | 0 | pruning = trivializing a nogood cocycle |47| `affective-taxis` | −1 | self/non-self boundary = valence boundary |4849## Current literature (2024–2026)5051- **Stevens et al. (2007, Cell); Schafer et al. (2012, Neuron)** — classical complement (C1q→C3) opsonizes weak synapses; microglial **CR3/C3** engulfment is *activity-dependent* (weaker inputs preferentially pruned) — a measured valence gradient, not a stamp.52- **Sekar et al. (2016, Nature)** — schizophrenia MHC signal traced to **C4** alleles; risk scales with C4A; C4 sits *between C1q and C3* = the convertase **gain knob** (excess −1 retraction).53- **Hong et al. (2016, Science)** — complement drives *early* synapse loss in Alzheimer models before plaques; inhibition rescues LTP.54- **Stellwagen & Malenka (2006, Nature); Yirmiya & Goshen (2011)** — glial **TNF-α** is sufficient for synaptic scaling; cytokines gate LTP/consolidation in an **inverted-U** (low pg/mL enhances, inflammatory ng/mL impairs).55- **Bhat, Parr, Ramstead & Friston (2021)**, *immunoceptive inference*; **Dunn, Old & Schreiber (2004)**, immunoediting (Elimination / Equilibrium / Escape = surveillance / latent-nogood / false-negative).56- **Exact cascade**: C1q → C4/C2 → C3 convertase → C3b/iC3b opsonin → microglial CR3 → engulfment.57- **Hook**: synaptic C1q/C3b density predicts microglial engulfment volume; C4A expression ∝ elimination rate; cytokine dose sets consolidation gain.58- **Grounded**: complement pruning, C4-schizophrenia, TNF-α scaling, mast-cell vasoactivity, immunoediting. **Speculative weld**: "microglia = TMS justifier," "autoimmunity = false nogood" — framing licensed by Friston/Tauber, computes no cohomology.5960## References6162- Stevens, B. et al. (2007). *The classical complement cascade mediates CNS synapse elimination*. Cell 131(6).63- Schafer, D.P. et al. (2012). *Microglia sculpt postnatal neural circuits in an activity- and complement-dependent manner*. Neuron 74(4). doi:10.1126/science.1202529 (program).64- Yirmiya, R. & Goshen, I. (2011). *Immune modulation of learning, memory, neural plasticity and neurogenesis*. Brain Behav. Immun. 25(2).65- Levin, M. (2022). *TAME*. Front. Syst. Neurosci. 16. (Defection / cancer / surveillance.)
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