scholarly journals Transdisciplinary AI Observatory—Retrospective Analyses and Future-Oriented Contradistinctions

Philosophies ◽  
2021 ◽  
Vol 6 (1) ◽  
pp. 6
Author(s):  
Nadisha-Marie Aliman ◽  
Leon Kester ◽  
Roman Yampolskiy

In the last years, artificial intelligence (AI) safety gained international recognition in the light of heterogeneous safety-critical and ethical issues that risk overshadowing the broad beneficial impacts of AI. In this context, the implementation of AI observatory endeavors represents one key research direction. This paper motivates the need for an inherently transdisciplinary AI observatory approach integrating diverse retrospective and counterfactual views. We delineate aims and limitations while providing hands-on-advice utilizing concrete practical examples. Distinguishing between unintentionally and intentionally triggered AI risks with diverse socio-psycho-technological impacts, we exemplify a retrospective descriptive analysis followed by a retrospective counterfactual risk analysis. Building on these AI observatory tools, we present near-term transdisciplinary guidelines for AI safety. As further contribution, we discuss differentiated and tailored long-term directions through the lens of two disparate modern AI safety paradigms. For simplicity, we refer to these two different paradigms with the terms artificial stupidity (AS) and eternal creativity (EC) respectively. While both AS and EC acknowledge the need for a hybrid cognitive-affective approach to AI safety and overlap with regard to many short-term considerations, they differ fundamentally in the nature of multiple envisaged long-term solution patterns. By compiling relevant underlying contradistinctions, we aim to provide future-oriented incentives for constructive dialectics in practical and theoretical AI safety research.

Media Trend ◽  
2016 ◽  
Vol 11 (2) ◽  
pp. 141
Author(s):  
Claudia TeziaJanuarita Putri ◽  
Regina Niken Wilantari

<p><em>Traffic capital across countries is one of  investment opportunities from domestic and abroad to stimulate the economic growth  of developing countries</em><em>. Compared to other forms of capital, Foreign Direct Investment is the flow of capital is long-term and relatively not as vulnerable to economic shocks. The aim of this study is to see the performance of FDI movement as a capital inflow in Indonesia and to explores whether factors that affect FDI using Dunning’s ecletic model. </em><em>This study focused on two basic analysis, descriptive analysis and quantitative analysis using the Error Correction Model (ECM). </em><em>The results of short-term ECM estimate shows that FDI is influenced by inflation and the degree of economic openness. Furthermore, the result in the long term ECM estimate show that only variable that infrastructure does not significantly affect the movement of FDI in Indonesia. </em></p>


Author(s):  
Wendell Wallach ◽  
Shannon Vallor

Implementing sensitivity to norms, laws, and human values in computational systems has transitioned from philosophical reflection to an actual engineering challenge. The “value alignment” approach to dealing with superintelligent AIs tends to employ computationally friendly concepts such as utility functions, system goals, agent preferences, and value optimizers, which, this chapter argues, do not have intrinsic ethical significance. This chapter considers what may be lost in the excision of intrinsically ethical concepts from the project of engineering moral machines. It argues that human-level AI and superintelligent systems can be assured to be safe and beneficial only if they embody something like virtue or moral character and that virtue embodiment is a more appropriate long-term goal for AI safety research than value alignment.


Policy Papers ◽  
2016 ◽  
Vol 2016 (43) ◽  
Author(s):  

provide a powerful lift to growth—both in the short and the long term—if they are well aligned with individual country conditions . These include an economy’s level of development, its position in the economic cycle, and its available macroeconomic policy space to support reforms. The larger a country’s output gap, the more it should prioritize structural reforms that will support growth in the short term and the long term—such as product market deregulation and infrastructure investment. Macroeconomic support can help make reforms more effective, by bringing forward long-term gains or alleviating their short-term costs . Where monetary policy is becoming over-burdened, domestic policy coordination can help make macroeconomic support more effective. Fiscal space, where it exists, should be used to offset short-term costs of reforms. And where fiscal constraints are binding, budget-neutral reform packages with positive demand effects should take priority. Some structural reforms can themselves help generate fiscal space. For example, IMF research finds that by boosting output, product market deregulation can help lower the debt-to-GDP ratio over time. Formulating a medium-term plan that clarifies the long-term objectives of fiscal policy can also help increase near-term fiscal space. With nearly all G-20 economies operating at below-potential output, the IMF is recommending measures that both boost near-term growth and raise long-term potential growth. For example: ? In advanced economies, these measures include shifting public spending toward infrastructure investment (Australia, Canada, Germany, United States (US)); promoting product market reforms (Australia, Canada, Germany, Japan, Korea, Italy) and labor market reforms (Canada, Germany, Japan, Korea, United Kingdom (UK), US); and fiscal structural reforms (France, UK, US). Where there is fiscal space, lowering employment protection is also recommended (Korea). ? Recommendations for emerging markets (EMs) focus on raising public investment efficiency ( India, Saudi Arabia, South Africa), labor market reforms (Indonesia, Russia, Saudi Arabia, South Africa, Turkey), and product market reforms (China, Saudi Arabia, South Africa), which would boost investment and productivity within tighter budgetary constraints particularly if barriers to trade and FDI were eased (Brazil, India, Indonesia). Governance (China, South Africa) and other institutional reforms are also crucial. Where policy space is limited, adjusting the composition of fiscal policy can create space to support reforms ( Argentina, India, Mexico, Russia). ? Some commodity-exporting EMs (Brazil, Russia, Saudi Arabia, South Africa) are facing acute challenges, with output significantly below potential and an urgent need to rebuild fiscal buffers. To bolster growth, Fund staff recommends product market and legal reforms to improve the business climate and investment; trade and FDI liberalization to facilitate diversification; and financial deepening to boost credit flows. IMF advice also aims to promote inclusiveness and macroeconomic resilience. The Fund recommends a targeted expansion of social spending toward vulnerable groups (Mexico), social spending for the elderly poor ( Korea), and upgrading social programs for the nonworking poor (US). Recommendations to bolster macrofinancial resilience include expanding the housing supply (UK), resolving the corporate debt overhang (China, Korea), coordinating a national approach to regulating and supervising life insurers (US), and reforming monetary frameworks (Argentina, China).


2018 ◽  
Vol 5 (3) ◽  
Author(s):  
Budi Tri Rahardjo, Ak., M.Ak., CA

The purpose of this study is to know the tax planning undertaken by the company is appropriate and in accordance with the applicable tax laws in an effort to minimize the taxation terutangnya. The research method used is descriptive analysis method. The object of research used is evaluation of planning on Income Tax (PPh) Article 21. This research evaluate planning of Income Tax (PPh) Article 21 as an effort to minimize tax cost. The results achieved are having a considerable impact on the company's activities. The owner of the company would want to enjoy the results of his business to the fullest. Therefore it is necessary to prepare a tax planning coordinated with long-term plans and short-term plans of the company. The conclusion is that the difference that occurs after applying the tax planning is a tax savings that can be obtained by the company. Where before the implementation of tax planning, income tax to be paid company is Rp. 425,671,743.25 and seteah doing tax planning to Rp. 341,456,597.75. So obtained tax savings of Rp. 84,215,145.50 the difference can be used by the company for something more useful and useful


Author(s):  
Muhammad Yusuf Ibrahim ◽  
Indra Indra

The research is aim to attest and assess empirically the contribution of Islamic banking (IBs) on the inclusive growth in Indonesia. By taking a trial-stage method i.e. descriptive analysis to elaborate a statistical data, autoregressive distributed lag (ARDL) model to assess empirically the contribution in a long-term, and error correction model (ECM) to assess the contribution in a short-term empirically. The findings are, total deposits and total financing only contribute positively significant into GDP and gini ratio in a long-term, that similiar with the previous study. Then, a total financing contribute negatively to all indicators of inclusive growth in a long-term, but, its only significance on GDP and gini ratio. Means, it was contribute significantly to all indicators in a short-term.


2021 ◽  
Vol 22 (22) ◽  
pp. 12323
Author(s):  
Gaspar Banfalvi

The high cytotoxicity of the secondary metabolites of mycotoxins is capable of killing microbes and tumour cells alike, similarly to the genotoxic effect characteristic of Janus-faced molecules. The “double-edged sword” effect of several cytotoxins is known, and these agents have, therefore, been utilized only reluctantly against fungal infections. In this review, consideration was given to (a) toxins that could be used against plant and human pathogens, (b) animal models that measure the effect of antifungal agents, (c) known antifungal agents that have been described and efficiently prevent the growth of fungal cells, and (d) the chemical interactions that are characteristic of antifungal agents. The utilization of apoptotic effects against tumour growth by agents that, at the same time, induce mutations may raise ethical issues. Nevertheless, it deserves consideration despite the mutagenic impact of Janus-faced molecules for those patients who suffer from plant pathogenic fungal infections and are older than their fertility age, in the same way that the short-term cytotoxicity of cancer treatment is favoured over the long-term mutagenic effect.


2018 ◽  
Vol 2 (2) ◽  
pp. 165-183
Author(s):  
Muhammad Fawaiq

The aims of this study are to determine the level of liberalization of the services sector and to analyze a causal relationship between Foreign Direct Investment/FDI (as a result of the liberalization of the distribution service) and Domestic Investment/DI in the sector. The method used in this research are descriptive analysis and Panel-VECM-Granger. The results showed that the degree of liberalization of distribution services, especially related to FEP has not met the target of liberalization of MEA 2015. Hypothesis testing results show that there is a unidirectional Granger-Causality relationship in short-term and long-term between FDI and DI. That relationship is FDI strongly influencing DI in the Indonesian distribution services sector. ECT value of the independent variable of FDI is -1.0, which means that the speed of change in the value of DI that caused by the changes of FDI to achieve a equilibrium is 100 percent per year. Thus it is known that the entry of FDI encourage domestic investment activity in the Indonesian distribution services sector. The results of this study need to be considered in terms of improvement FEP in the distribution services sector. FEP improvement policy will encourage the entry of FDI and indirectly encourages DI.


2018 ◽  
Vol 57 (3) ◽  
pp. 221
Author(s):  
Jessica Givens

Making the most out of limited resources is a familiar situation to many librarians. How do libraries spark significant change within the constraints of tight budgets, limited staff time, and red tape from within the library system and without? Munro offers a solution in tactical urbanism—hands-on, short-term approaches to improve a city, neighborhood, or library with minimal budget and oversight. A popular concept in cities, it includes whimsical projects like yarn bombing and pop-up parks, as well as practical fixes to overlooked problems, such as building a footbridge over an obstructed walkway. Although long-term strategies are integral to developing cities or libraries, tactics can be used to address immediate needs or can mark the beginning of a large-scale initiative.


Subject EU's rivals in Western Balkans. Significance Despite last year’s Austrian presidency of the Council of the EU, and the current Romanian presidency’s interest in the region, the Western Balkans is still largely ignored by European capitals. This is allowing other actors, specifically Russia, Turkey and China, to gain influence. Waning belief in near-term EU expansion has reduced incentives to continue the progress made in the previous decade. Impacts A Western military presence in the region will continue as a means of ensuring stability in the absence of reforms. Domestic political leaders’ reliability will diminish as short-term considerations supersede long-term goals. Public trust in the EU will continue to fall, though EU accession will remain a popular objective.


Sign in / Sign up

Export Citation Format

Share Document