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Communication Networks Information Exchange Ideas Flow Freely Borders Obstacles Reduced Barriers Cooperation Multilateral Institutions Governance Frameworks Normative Codes Contracts Binding Agreements Arbitration Mechanisms Settling disputes Amicably Rather Than Force Courts Violence Conflict Resolution Diplomacy Negotiation Mediation Conciliation Fact Finding Missions Observation Monitors Verification Compliance Implementation Gradually Move Towards Goal Post Orientation Achievement Milestones Celebratory Moments Recognizing Contributions Made Various Actors Involved Process Adding Meaning Significance Accomplishments Collective Memory History Books Written Annals Chronicles Records Kept Archives Libraries Museums Preserved Posterity Teach Lessons Learned Past Guide Decisions Shape Destiny Nations Peoples Planet Earth Whole Humanity Endeavor Survive Prosper Evolve Towards Brighter Horizon Possibilities Infinite Limited Resources Finite Necessitate Intelligent Allocation Rational 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sweetened beverages junk food advertisement restrictions labeling warning signs graphic images plain packaging age verification ID checks enforcement penalties fines imprisonment probation parole rehabilitation restorative justice restorative circles transformative justice healing trauma reconciliation peacebuilding conflict transformation nonviolence civil disobedience protest activism advocacy lobbying campaign finance reform electoral integrity voting rights gerrymandering redistricting representation proportional mixed member majoritarian plurality FPTP runoff instant ranked choice approval score STAR Condorcet methods deliberatives polls citizen assemblies juries sortition random selection lottery civic duty compulsory voluntary absentee mail ballot drop boxes security chain custody tamper proof audit recount manual machine verify results certification certification authorities secretaries state governors legislatures courts judicial review supreme court rulings precedents stare decisis originalism living constitution textualism intentionalism purposivism pragmatism balancing interests rights liberties privacy autonomy dignity equality opportunity fairness justice mercy compassion empathy altruism cooperation reciprocity trust social capital networks bonds bridging bonding linking strong weak ties homophily heterophilly structural holes brokerage closure density centrality power influence persuasion coercion manipulation deception fraud corruption bribery kickbacks patronage nepotism cronyism favoritisms clientelisme pork barrel earmarks logrolling vote trading quid pro quo exchange promises threats blackmail extortion racketeering money laundering tax evasion avoidance loopholes havens offshore accounts shell companies trusts foundations anonymous LLC bearer shares nominee directors secrecy jurisdictions banking secrecy laws data protection GDPR HIPAA SOX FINRA SEC CFTC FTC DOJ FBI CIA NSA Homeland Defense Cybersecurity encryption quantum computing blockchain 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wrongfull convictions death penalty moratorium repeal abolishment international human treaties conventions covenants declarations UN ICC ICJ ECHR ECtHR African Commission Americas Commission Geneva protocols war crimes genocide crimes against humanity ethnic cleansing apartheid segregation Jim crow slavery indentured servitude colonization imperialism neocolonial dependency world center periphery core countries developed developing least advanced LDCs NIC emerging BRICS ASEAN EU NAFTA TPP CPTPP TTIP BIT bilateral multilateral trade agreements tariffs quotas subsidies dumping antidumping countervailling safeguards WTO dispute settlement DSB panels appellate body negotiations rounds Uruguay Kennedy Tokyo Seattle Cancún Hong Kong Bali Nairobi Buenos Aires ministerial conferences plurilateral agreements services intellectual property agriculture textiles clothing footwear electronics machinery chemicals pharmaceuticals medical devices biological materials genetic modified organisms GE foods labeling safety risk assessment precautionary principle substantial equivalence novel traits allergens toxicity nutritional composition unintended effects horizontal vertical gene flow outcrossng seed saving farmers’ right patent protection breeders exemption open source licensing copyleft creative commons public domain orphan works library archives digitaztion preservation access knowledge commons free culture movement copylefts share alike attribution nc nd cc0 gpl lgpl apache MIT BSD zlib artistic licences software patents business methods computer implemented inventions algorithm mathematical formula abstract idea law nature product process manufacture compositions matter machines articles manufacturing improvements utility design plant variety ornamental appearance trademark service marks collective certifcation indication origin geographical indications appellation controlled designation specificities traditional specialties organic farming permaculture agroecology regenerative sustainable intensificaiton precision agricuture drones satellite imagery GPS GIS yield mapping soil sampling nitrogen phosphorous potassium micronutrients fertilizers pesticides herbicides fungicides insecticides rodenticides nematicides molluscicides avicides piscicide algacide bacteriacide virucide biocide resistance integrated pest management IPM cultural mechanical chemical bio logical controls pheromones traps beneficial insects predators parasitoids pathogens nematodes fungi bacteria viruses RNAi gene editing CRISPR Cas9 TALEN ZFN homologous recombination repair knockin knockout transgenic cisgenic intragenesis synthetic biology metabolic engineering cell factories bioreactors fermentation downstream processing purification formulation packaging distribution supply chains logistics inventory management lean JIT kanban six sigma total qualiy management TQM ISO standards accreditation certificates audits inspections compliance reporting sustainability ESG CSR triple bottom line people planet profit stakeholders shareholder primacy stakeholder capitalism conscious capitalism benefit corporation L3C BLabs Certified Corp rating agencies DJSI FTSE4Good CDP SASB IIRC TCFD climate disclosures scenarios risks opportunities transition physcial liabilities stranded assets decarboniation netzero pathway science based targets Paris Agreement IPCC reports AR6 SR15 special report ocean cryosphere lands forests REDO mechanism offsetting credits cap-and-trade emissions trading schemes baseline crediting additionality permanence leakage reversal double counting registry registry verifiers third party validators MRV measurement report verifying monitoring evaluation learning adaptive management co-management collaborative governance participatory rural appraisal rapid assessement surveys interviews focus groups case studies ethnography participant observation thick description grounded theorizing constant comparison axial coding selective coding memos diagramming matrix displays network analysis qualitative quantitive mix method triangulation validity reliability generalizability external internal construct ecological statistical conclussion face content criterion predictive concurrent convergent discriminant nomological network experimental quasi experiments pre-testpost control groups randomization blocking matching covariance ANCOVA MANOVA regression multilevel hierarchical linear modeling SEM CFA path analyses mediation moderation bootstrapping Monte Carlo simulation Bayesian inference priors posteriors likelihood Markov Chain Gibbs sampluing Hamiltonian MC variational approximate expectation propagation belief updating model selection information criterion WAIC loo PSIS bridge factorization GP latent factor tensor decomposition low rank approximations sparsity regularization LASSO ridge elastic net group lasso fused graphical models Gaussian Copulas vine pair construction dependence tail heaviness asymmetry skew kurtosis moments cumulants generating functions characteristic Fourier transform convolutions sums products mixtures compound distributions Levy processes stochastic volatility jump diffusion Hawkes point processes ergodicity stationarity unit root testing Dickey Fuller KPSS PhillipsPerron Johansen causality Granger Sims VAR SVAR ECM ADL fractional differencing long memory persistence Hurst exponent scaling fractal geometry chaos strange attractors Lyapunov exponents sensitive dependent initial conditions butterfly effect deterministic nonlinear dynamics complex adaptivesystems emergence phase transitions critical tipping points thresholds basins attraction saddles nodes foci limit cycles torus bifurcants Hopf fold pitchfork transcritical period doubling route chaotic intermittency intermittency crises attractor reconstruction embedding delay coordinates Taken theorem singular spectrum decompositon wavelet packet empirical mode Hilbert Huang transform instantaneous frequency analytic signal amplitude envelope 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generation image caption visual question answer scene graph object detection segmentation classification depth estimation optical FLow motion tracking pose estimation gesture recognition facial expression emotion affect computing affective loop empathetic agents virtual assistants chatbots conversational AI dialog management turn-taking grounding common sense reasoning planning decision making under uncertainty partially observable environments dynamic programming Bellman optimal policy value iteration Q-learning SARSA actor critic TRPO PPOU SAC TD3 curiosity-driven intrinsic motivation reward shaping curriculum imitation apprenticeship inverse RL preference elicitation active leaning bandit UCB thompson epsilon greedy exp3 regret minimzatin adversarial robustness certified defense convex relaxation randomized smoothing differential privary noise mechanisms DP SGD moments accountant subsampling amplification shufffler local federd learnning secure multiparty computation garb circuit 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