From “just data” to “declared state with policy, timing, and proof.”
What changes after SSMDE
Every message carries its own meaning and accountability.
Instead of shipping numbers that others must interpret, you ship declared state with the rulebook and evidence attached.
One record; five essentials:
{
"value": { ... }, # the untouched classical magnitude
"align": <(-1,+1)>, # bounded stability/stress dial
"band": "<label>", # human stance (A++, A0, CRITICAL) with action window
"manifest_id": "<id>", # the frozen policy that defined 'safe'
"stamp": "SSMCLOCK1|...|sha256=<hex>|prev=<hash-or-NONE>" # timing + integrity chain
}
What the receiver no longer has to guess
Baseline, safety, and timing are already encoded.
No emails, no screenshots, no private vendor logic.
# No guessing "what the number means"
phi((m,a)) = m # collapse parity: original value remains readable
# No guessing "how close to danger"
-1 < align < +1 # bounded dial, safe to pool/rank/compare
# No guessing "whose rulebook"
manifest_id # points to the exact policy active at that moment
# No guessing "when it was said" or "if it was edited"
stamp # time anchor + digest + prev link for chain replay
The math that keeps the dial honest (recap)
Order-invariant, replayable, and bounded.
Any party can recompute the same dial from the same inputs.
a_c := clamp(a_raw, -1+eps_a, +1-eps_a)
u := atanh(a_c)
U += w * u
W += w
a_out := tanh( U / max(W, eps_w) )
Why this matters
# bounded: never explodes
-1 < a_out < +1
# replayable: independent verification
a_out == recompute(a_raw timeline, weights, eps_a, eps_w)
# order-invariant: fair to streams, batches, merged shards
a_out(batch) == a_out(stream) == a_out(merged)
How two independent teams align instantly
Before: “We thought it was OK.”
After: “The record shows band="A0" under manifest_id="M1" at <timestamp> with align≈0.03; chain verified.”
Minimal contract to exchange today:
# sender emits
{ "value": { "reading": 36.9, "unit": "C" },
"align": 0.03, "band": "A0",
"manifest_id": "M1",
"stamp": "SSMCLOCK1|2025-11-04T13:20:55Z|theta=127.4|sha256=9f...21|prev=7b...c3" }
# receiver stores + verifies
verify_stamp_chain() # timing + prev link integrity
recompute_align() # math parity check
apply_band_policy() # action window per manifest
In one line
SSMDE turns data into defendable declarations: value (untouched), align (bounded truth of stability), band (human action stance), manifest_id (frozen policy), and stamp (time-and-chain evidence).
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SSMDE – Table of Contents