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Скачать или смотреть 🧮📉 Entropy-Simple Equations vs Rising Randomness in 2025 and Beyond

  • Prity Khastgir Intellectual Property Strategy* Mediator Patent Attorney / Trademark Lawyer
  • 2025-11-17
  • 65
🧮📉 Entropy-Simple Equations vs Rising Randomness in 2025 and Beyond
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Описание к видео 🧮📉 Entropy-Simple Equations vs Rising Randomness in 2025 and Beyond

#EntropyMath #ChaosControl #MinimalEquations #PostTesla #SustainableScience #EMrevision
#OceanForecast #MarineData #ClimateModel #NewWorldOrder
⚡🚫 Dropping Tesla Laws for Sustainable Physics
0:00 – 0:15 Smart-contract orchestration layer that reacts to real-world events (oracle problem).
0:16 – 0:37 DAOs will use this layer to review & flag TRIPS-related trade-secret data.
0:38 – 0:56 A paper on the above is at the printer this month; link will be shared.
0:57 – 1:12 Licensing puzzle: “know-how” ≠ “technical know-how”; must be solved before contracts can be auto-licensed.
2:28 – 2:50 Patent taxonomy anchor: G06N 3/08 = “means for training neural networks”.
2:51 – 3:30 G06N 3/00 family covers DNA-inspired computing (ATGC → node add/delete/silence).
3:31 – 3:55 G06N 3/84 = back-prop with gradient descent; 3/086 = evolutionary / genetic algorithms.
3:56 – 4:25 G06N 3/88 = unsupervised competitive learning; 3/895 = weakly / self-supervised.
4:26 – 5:00 G06N 3/09 → 3/0985 = active, reinforcement, adversarial, transfer, federated, meta-learning (“learning to learn”).
5:01 – 5:30 Even tiny angular deviations in hydrology equations create non-linear forecast errors.
5:31 – 6:00 G01C 13/00 group = survey & motion measurement of open-water bodies (lakes, rivers, canals).
6:01 – 6:30 Sub-classes 13/004 (vertical motion) & 13/006 (horizontal motion) are the critical data feeds.

6:31 – 7:20 Old acoustic models fail; need new “entropy-aware” equations that stay simple enough to balance rising randomness.
7:21 – 8:00 Office time-log example: random human presence is a micro-model of the entropy problem.

8:01 – 8:40 Ocean-forecast minimal data set: temperature + salinity + pH sampled every 10 min (0–10 range).
8:41 – 9:10 Deliberately dropping “Tesla laws” (classical EM) from the model to force sustainability-centric physics.

9:11 – 9:40 Peer-reviewed papers (2–3 weeks old) already test the above; will be public soon.

10:00 – 10:30 Business must fund the research → need cash-flow taxonomy.
10:31 – 11:00 G06Q 40/02 = interest calculation (incl. floating rate) on-chain; 40/06 = financial planning; 40/00 = finance + insurance strategy.

11:01 – 11:40 “New world order” = blockchain removes banking mediator; interest math must be re-written in smart contracts.

12:00 – 12:40 SEA corridor picked: Malaysia, Singapore, Thailand, Indonesia.
12:41 – 13:10 GIS (geographical indication) count is the proxy for sustainable-business categories in each country.

13:11 – 14:00 Anomalies (climate, finance, supply-chain) are rising; stakeholders must negotiate how to negate them in the licensing layer.

14:01 – 14:40 Alliance finance 101: liquidity vs. leverage; royalty splits; joint-venture tokenomics.
14:41 – 15:10 Old problem “get people online” is solved; new problem “repercussions of being online” is unsolved—needs stakeholder audit.

Section 14 enshrines the applicant’s right to know the objections and to be heard before any adverse order is passed; failure to comply renders the subsequent order vulnerable on appeal.
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