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M3mlayer v1.0

Proof of Reasoning on Solana

Reflective Reasoning
Powered by Solana

M3mlayer implements a cryptographically verifiable reasoning chain where each cognitive step is anchored to the Solana blockchain, creating an immutable audit trail of AI decision-making processes.

System Architecture

Reflective Loop

Iterative reasoning cycle with gap identification, evidence retrieval, and self-reflection. Max 5 iterations to prevent infinite loops.

RETRIEVE → REFLECT → ANCHOR → REPEAT

Evidence Pool

Vector-indexed memory store with confidence scoring. Each retrieved fact includes source attribution and reliability metrics.

Confidence Threshold: 0.7 | Max Pool Size: 50

Blockchain Anchoring

Each reasoning step is hashed and committed to Solana via Anchor program. Creates tamper-proof reasoning provenance.

Network: Mainnet | Program: Anchor v0.29

Cryptographic Proof

SHA-256 hashing of thought sequences with Ed25519 signatures. Verifiable by any third party via on-chain transaction logs.

Signature: Ed25519 | Hash: SHA-256

Protocol Specifications

Max Reasoning Depth5 Steps
Blockchain Latency~400ms
Evidence Confidence Min70%
Transaction Cost~0.00001 SOL
Proof VerificationOn-Chain
NetworkSolana Mainnet

Retrieving foundational knowledge about Solana consensus mechanisms...

Reflection: Current evidence explains PoH timing but lacks detail on validator coordination

Retrieving Tower BFT consensus specifics and voting mechanisms...

Reflection: Gap identified - need to understand how network latency is minimized

Retrieving Gulf Stream and Turbine protocol specifications...

Agent State

THINKING
Step Count3/5

Current Gap

"How does Solana achieve sub-second finality while maintaining decentralization?"

Evidence Pool

Solana Whitepaper §3.295% Conf.
Proof of History (PoH) creates a historical record that proves an event occurred at a specific moment in time. This cryptographic clock enables validators to process transactions without waiting for network-wide consensus on time.
Anatoly Yakovenko - Medium 202189% Conf.
Tower BFT consensus leverages PoH as a source of time before consensus. Validators vote on PoH hashes, creating exponentially growing time delays for rollback. This allows 400ms block times with cryptographic guarantees.
Solana Architecture Documentation92% Conf.
Gulf Stream protocol enables mempool-less transaction forwarding. Validators forward transactions to upcoming leaders before consensus finality, reducing confirmation time and memory pressure.
Turbine Block Propagation87% Conf.
Turbine breaks data into small packets and distributes using a tree structure. Each validator propagates data to a small set of peers, achieving network-wide propagation in logarithmic time O(log N).

Proof of Reasoning

Step 3: Evidence retrieval anchored
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Step 2: Reflection gap committed
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Step 1: Initial query anchored
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