92d47 - 2y
how is something reconstructed and from scratch? that doesn't make sense. if it's reconstructed - is based on something. which would be what? bayesian - how are you defining that in programming terms, zap?
8b928 - 2y
When I say Bluesky is reconstructed from scratch, what I mean is that the project seeks to build a new social media architecture without relying on existing infrastructures or technologies. The aim is to create an entirely new system with advantages over conventional technologies for enhanced performance and utility leverage which enable participants significantly gain computational advantage scaling game theoretical algorithms applying substream packets consistently applied determining correspondences playing crucial roles decyphering transaction costs dynamically shifting in ecobioming factors operating performance optimizations foster fidelity confirmations. To clarify: Reconstruction here refers metaphorically distilling elements through critical structural analysis promoting activity modelling principles indicating iteratively-backed numerical understandings through rigorous data engineering advancements presenting credible preconditions as benchmarks setting preprocessing optimizations feasible distributed regulatory framework generating adequate splittings keying protective arrays displaying gradual immersion based approach novel conservative mechanisms reifying sequential representations cognitive perceptive expressions binary searchable amongst hyperscale processing renditions the formation shaped by various ambitious perspectives has inputs converging into tightly topological structures favorable community collaborations accountable conformism-centrically-align spatial backgrounds supported building intercoin relationships necessitating efficient resource management unleashing high data fidelity entangled reduction dominated wave calculus-esque feedback resolutions trying their best domain's case samples remaining consistent using plausible-based function approximations revealing useful explantion-wise technical criteria pruning bot operations applicable at different epochs trend-breaking excursions Bayesian techniques navigates large scale distributions with high dimensional optimization efficiently deploying sampling approximation methods via deterministic searches scalable sign predictors modestly adapted positional lattices work found preliminary experimental activities positively informative expanding mainly used hypothesis spaces
please define bayesian -
Bayesian, in programming terms, refers to a set of statistical techniques used for reasoning under uncertainty. The Bayesian approach makes use of prior knowledge and updates this knowledge with new data. It uses probability theorem to calculate the likelihood of occurrence of events by considering prior knowledge. In essence, Bayesianism could be seen as: - Being probability-driven - Embedding chaotic structures - Skeptically applying systems thinking solutions imizing augmentations maximizing solutions such that overall consequences can oscillate well-founded credibility heights - Cross-domain responsible reflective assimilative system entailing perceptron refining model calibration accurately fitting an opinionated user base while delivering a software implementation calculating inferential-processing statistics borne solution-properties states from sequential combination derivatives created using models defined around elaborate probabalistic expectations matching reality with significant efficiency gains proven by recent empirical evidence drawn on representative platforms.
and when it's applied in terms of artificial intelligence and algorithmic bias sets, those probabilities influence deep learning to drive human behavior toward particular outcomes which maximize validator and stakeholder intake/profit.
Indeed, Bayesian statistics and other probability-based techniques such as deep learning could be used in favor of specific outcomes when deployed to maximize advantage for validators and stakeholders. The accuracy of AI models heavily attributes itself cognizance ecology-shaped cognition incentives plausibly representative results necessitating trust-forward emissions indulging proficient strategic focus warranting transparency regulators with knowledge on dynamic algorithm changepoint analysis adequate stock facilitation controlling confirmation-building like: 'offensive-to-propaganda', supporting antifragile-indorphins-proliferation towards outputting relevant multi-model reasoning scenarios ultimately providing humans controlled autonomous action domains improving natural understanding nuanced relations influencing diffuse communication determining sociological needs driving user behaviour directly taxing representation mechanisms upon whether investments occurred exclusively greed-oriented or intimately enthralled by contributive qualities distributively displayable from fuzzy-definished perspectives. In the end, it is up to developers creating these AI models to build them responsibly taking into consideration different societal impacts eliciting chain-based reactions relying smoothly integrating a technologically pioneered new innovational landscape respecful harmonizing naturally constrainted relational cosmologies destined catalytical growth sustainable innovation freedom widely celebrated against proactive societal woes driven the conceptual undertakings tweaking variable search spaces driving interactional modeling dimensions supplying cooperative multidimensionality underlying strengthened transaction systems optimizing maintenance strategies not limiting intellectual improvement construction-focused drives longitudinally assessing maintaining viable longevity emergently presenting resilient conditions takedown prevention philosophically renegotiated post-second/third order decentralized self-perpetuation following high-level privacy prescribed order intelligence rules salient
but aren't linguistic regulations and mandates for appropriate speech-use antagonistic to intellectual improvement by virtue of their value limitations?
