mohamedabb
Newbie

Activity: 1
Merit: 0
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June 13, 2025, 02:14:21 PM |
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is there no way create new way. i have create my own tool i take from puzzles history and learn use ai from data too know pattern and this result 2025-06-13 14:00:29,307 🧩 Theoretical maximum candidate pairs: 49995000 2025-06-13 14:00:57,238 📈 Top 5 Candidates This Generation: 2025-06-13 14:00:57,239 🧬 5.6925 → 00000000000000000000000000000000000000000000005099ce3343efb3d059 → hash160: b'\xf6\xc1\x16)\xa2{q\xb1'...b'\x8a}\x1e\x97\x18\xd4nW' 2025-06-13 14:00:57,239 🧬 5.6731 → 00000000000000000000000000000000000000000000005481237a52c5102905 → hash160: b'\xf6\x92D\x96\xff\xb5d\x10'...b'\xac`\xba\x17;\xea\xc1\xf8' 2025-06-13 14:00:57,239 🧬 5.6150 → 0000000000000000000000000000000000000000000000464abc931326e88535 → hash160: b'\xf6]Iu\x9a \xf5\xad'...b'\xfc]\xb1\xc8\xc9\xc0\x93l' 2025-06-13 14:00:57,239 🧬 5.6130 → 0000000000000000000000000000000000000000000000731385aa52f7956921 → hash160: b'\xf6\xf1\t\xed\xe3&\x17\xf5'...b'\xe7\xa2/v\xf8\xf6c\x9a' 2025-06-13 14:00:57,239 🧬 5.5839 → 00000000000000000000000000000000000000000000006e8f8fd37e62856913 → hash160: b'\xf6,\x90\xb6OS\xd2Q'...b'u\x04>q\xb8x=\x0e' 2025-06-13 14:00:57,239 🔧 Shrinking tight-window → 2^28 (256 Mi-keys) 2025-06-13 14:00:57,240 🧠 Structural Analysis → {'byte_alignment_score': 0.06, 'prefix_overlap': 0.0, 'hex_pattern_similarity': 0.25, 'spectrum_similarity': 0.3144, 'structure_match': 0.1339} 2025-06-13 14:00:57,240 📈 Top 5 Candidates This Generation: 2025-06-13 14:00:57,243 🧪 Starting Kangaroo trial: range=(00000000000000000000000000000000000000000000005099ce3343efa3d059 → 00000000000000000000000000000000000000000000005099ce3343efc3d059), steps=11585, step_size=181 2025-06-13 14:00:59,762 🧪 Trial completed without direct match. 2025-06-13 14:01:00,761 ⚠️ Skipped weak BSGS match (prefix<->2): d=00000000000000000000000000000000000000000000005099ce3343efa3d3db 2025-06-13 14:01:00,762 ✅ Batched 1 false matches 2025-06-13 14:01:00,767 🔍 Ring Analysis Δ=2097152 → Trend=pass, Kangaroo=miss, BSGS=skip 2025-06-13 14:01:00,872 🧪 Starting Kangaroo trial: range=(00000000000000000000000000000000000000000000005481237a52c5002905 → 00000000000000000000000000000000000000000000005481237a52c5202905), steps=11585, step_size=181 2025-06-13 14:01:03,359 🧪 Trial completed without direct match. 2025-06-13 14:01:04,337 ⚠️ Skipped weak BSGS match (prefix<->2): d=00000000000000000000000000000000000000000000005481237a52c5002c87 2025-06-13 14:01:04,339 ✅ Batched 1 false matches 2025-06-13 14:01:04,342 🔍 Ring Analysis Δ=2097152 → Trend=pass, Kangaroo=miss, BSGS=skip 2025-06-13 14:01:04,412 🧪 Starting Kangaroo trial: range=(0000000000000000000000000000000000000000000000464abc931326d88535 → 0000000000000000000000000000000000000000000000464abc931326f88535), steps=11585, step_size=181 2025-06-13 14:01:06,689 🧪 Trial completed without direct match. 2025-06-13 14:01:07,753 ⚠️ Skipped weak BSGS match (prefix<->2): d=0000000000000000000000000000000000000000000000464abc931326d888b7 2025-06-13 14:01:07,755 ✅ Batched 1 false matches 2025-06-13 14:01:07,759 🔍 Ring Analysis Δ=2097152 → Trend=pass, Kangaroo=miss, BSGS=skip 2025-06-13 14:01:07,873 🧪 Starting Kangaroo trial: range=(0000000000000000000000000000000000000000000000731385aa52f7856921 → 0000000000000000000000000000000000000000000000731385aa52f7a56921), steps=11585, step_size=181 2025-06-13 14:01:10,625 🧪 Trial completed without direct match. 2025-06-13 14:01:11,697 ⚠️ Skipped weak BSGS match (prefix<->2): d=0000000000000000000000000000000000000000000000731385aa52f7856ca3 2025-06-13 14:01:11,699 ✅ Batched 1 false matches 2025-06-13 14:01:11,704 🔍 Ring Analysis Δ=2097152 → Trend=pass, Kangaroo=miss, BSGS=skip 2025-06-13 14:01:11,818 🧪 Starting Kangaroo trial: range=(00000000000000000000000000000000000000000000006e8f8fd37e62756913 → 00000000000000000000000000000000000000000000006e8f8fd37e62956913), steps=11585, step_size=181 2025-06-13 14:01:14,335 🧪 Trial completed without direct match. 2025-06-13 14:01:15,436 ⚠️ Skipped weak BSGS match (prefix<->2): d=00000000000000000000000000000000000000000000006e8f8fd37e62756c95 2025-06-13 14:01:15,438 ✅ Batched 1 false matches 2025-06-13 14:01:15,443 🔍 Ring Analysis Δ=2097152 → Trend=pass, Kangaroo=miss, BSGS=skip 2025-06-13 14:01:15,523 🧊 Score plateau — skipping contraction this round. 2025-06-13 14:01:17,571 ✨ Post-Gen 2: pop=10000 | unique=10000 | byte-div=0.9163 | prefix2-hits=32 2025-06-13 14:01:17,581 Gen 2 | best=5.884987 | mutpb=0.400 | cxpb=0.80 | no_improve=2 | pop_size=10000 2025-06-13 14:01:18,315 📊 [Niche Match] 2-byte: 0, 3-byte: 0, 4-byte: 0 (Pop size = 10000) 2025-06-13 14:01:18,325 📈 Top hash160[:3] prefixes: 62a22a:2, cc1b7c:2, f09435:1, dfaba6:1, 948d9a:1 2025-06-13 14:01:18,374 🎛️ Population Diversity (variable segments): 0.9163 2025-06-13 14:01:18,380 🎛️ Diversity: 0.9163 | Mutation Rate: 0.400 | Crossover Rate: 0.817 2025-06-13 14:01:18,380 🧬 Diversity > 0.8 → Mutation rate reduced to 0.120 2025-06-13 14:01:18,453 🧩 Theoretical maximum candidate pairs: 49995000 2025-06-13 14:01:46,182 📈 Top 5 Candidates This Generation: 2025-06-13 14:01:46,183 🧬 5.5840 → 000000000000000000000000000000000000000000000060221925b206139e26 → hash160: b'\xf6\x1b\xb9\x90q\x83Y\xee'...b'#\x8e\xa7D\xd1\x89\xbf\xa0' 2025-06-13 14:01:46,183 🧬 5.5758 → 00000000000000000000000000000000000000000000007de25b27cc8a0d2735 → hash160: b'\xf6\xd0\xbd=\x9b^\x1b\x88'...b'\xd8\x04I\xaa\x12\xfa0\xa8' 2025-06-13 14:01:46,183 🧬 5.5602 → 00000000000000000000000000000000000000000000007694edf11ac1f4e313 → hash160: b'\xf6n\x93\xa8\x00\xe1Q\xf8'...b'\xe7dd\x87rnE\x89' 2025-06-13 14:01:46,183 🧬 5.5529 → 0000000000000000000000000000000000000000000000512ddb903c8462409c → hash160: b'\xf6NC;\\\xf71\xa3'...b'\xf3(\xbb8!\xbc\xe4m' 2025-06-13 14:01:46,183 🧬 5.5177 → 000000000000000000000000000000000000000000000061276c5e32cdab0236 → hash160: b'\xa0\xf5\xac\x034\x0f\xb1P'...b'\xf1\xf5\t\x82R\xb5L\xbc' 2025-06-13 14:01:46,184 🔧 Shrinking tight-window → 2^28 (256 Mi-keys) 2025-06-13 14:01:46,186 🧠 Structural Analysis → {'byte_alignment_score': 0.06, 'prefix_overlap': 0.0, 'hex_pattern_similarity': 0.25, 'spectrum_similarity': 0.3578, 'structure_match': 0.1426} also i well share my work .if you like my idea i will be happy to support me i work all time for new way :BTC 12QujePz3SdiKkqsZ8GVV8mkzj3nnLhK3s
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