==== Short Essay ==== * Choice of topic (see below) must be made by noon on Tuesday September 18 * Due before midnight Nov 30 ====Suggested Topics for Essays==== * Selected recent AGI architectures: What are they lacking? * Is a constructivist approach necessary for realizing AGI? * Key limitations of constructionist AI for building AGIs * Critical analysis of an architecture targeting AGI * Consciousness as //knowledge and control of self//: Its role in AGI * Emergent properties in AI architectures: Opportunities, requirements, and challenges for AGI * The role of logic in AGI * Balancing implicit and explicit goals in AGI architectures * Self-inspection in programming languages * Attention: What can we learn from psychology? * Consciousness as self-inspection and self-control The //title// of your essay need not be verbatim from the list above - but your essay should fit firmly within the immediate scope of these descriptions. Other topics may be possible - check with instructor if you have suggestions. ==== Guidelines for References ==== Your essay should use the standard reference methodology from the scientific tradition, namely, to cite relevant material where appropriate. Appropriateness includes referencing a paper when: * The ideas you are expressing are recounting, paraphrasing, or quoting what someone else wrote * The ideas you are expressing have an obvious precursor * You want to indicate some relevant material for the //context// in which you are discussing some ideas. In this case you can use "see e.g." or "c.f." to indicate that you are giving that reference more as an example than a direct or ultimate reference. You should always reference some prior work in your scientific writings, as it helps present a context for how to interpret the terms you are using -- those references become stand-ins for the research community you consider most affiliated with your writing, and present a context to the traditions of methodology, term interpretation, philosophy, etc. I want you to use the **APA** style of references (google it!), because the reader can see which author names are being referenced without having to look in the bibliography. But if you absolutely **must** use some other style I may agree to it.