Unit outline_

ARIN6906: Emerging Technologies and Issues

Semester 2, 2026 [Normal day] - Camperdown/Darlington, Sydney

The introduction and adoption of new technologies have always had profound social, cultural, political and ethical impacts. This unit explores theories for understanding how technologies emerge and are adopted, and critically interrogates the nature and potential impacts of contemporary emerging technologies such as AI, Robotics, live-streaming, deep fakes, social network manipulation, machine learning, computer vision and the automation of work. Students are equipped with a deep understanding of emerging technologies and issues.

Unit details and rules

Academic unit Media and Communications
Credit points 6
Prerequisites
? 
None
Corequisites
? 
None
Prohibitions
? 
None
Assumed knowledge
? 

None

Available to study abroad and exchange students

Yes

Teaching staff

Coordinator Teodor Mitew, teodor.mitew@sydney.edu.au
The census date for this unit availability is 31 August 2026
Type Description Weight Due Length Use of AI
Interactive oral group assignment Class Debates
Secure in-class team debate on emerging technology followed by Q&A. Includes written submissions.
30% Multiple weeks
Due date: 23 Oct 2026 at 23:59

Closing date: 30 Oct 2026
30 minutes, 1000 wrds-equivalent. AI prohibited
Outcomes assessed: LO1 LO2 LO3 LO5
Q&A following presentation, submission or placement Presentation Q&A
Secure in-class Q&A following the Emerging Technology Presentation.
15% Multiple weeks
Due date: 06 Nov 2026 at 23:59

Closing date: 13 Nov 2026
5 minutes (500 word equivalent) AI prohibited
Outcomes assessed: LO2 LO5 LO1
Presentation Emerging Technology Presentation
In-class presentation on an emerging technology. Includes written submission.
15% Multiple weeks
Due date: 06 Nov 2026 at 23:59

Closing date: 13 Nov 2026
5 minutes (500 word equivalent) AI allowed
Outcomes assessed: LO1 LO2 LO5
Experimental design Speculative Technogram
A speculative emerging technology creative project and exegesis.
40% Week 13
Due date: 08 Nov 2026 at 23:59

Closing date: 22 Nov 2026
2500 words AI allowed
Outcomes assessed: LO1 LO2 LO4 LO5
group assignment = group assignment ?

Assessment summary

Emerging Technology Presentation (5 minutes, 500 words equivalent)

You will deliver a concise 5-minute in-class presentation on an emerging technology of your choice, based on independent research and analysis. The presentation should clearly explain the technology’s core operation, situate it within relevant technical or social contexts, and identify a focused problem, implication, or transformation associated with its development. Emphasis is placed on conceptual clarity, appropriate use of examples, and the ability to communicate complex ideas efficiently within strict time constraints. You will submit your presentation slides, including acknowledgement of AI use, tools and sources used in preparation.

Presentation Q&A (5 minutes, 500 words equivalent)

Following your presentation, you will participate in a 5-minute in-class Q&A discussion with your tutor. This component assesses your ability to respond clearly and thoughtfully to questions, demonstrate depth of understanding, and apply relevant concepts from the unit. You should prepare and submit a brief Q&A plan outlining key issues, concepts, or challenges you anticipate, together with indicative response strategies. The Q&A evaluates conceptual integration, responsiveness, and the ability to articulate reasoning under conditions of uncertainty.

In-class Debates (30 minutes, 1000 words equivalent)

Working in teams, you will participate in a structured in-class debate on a key question related to emerging technologies. Each debate involves coordinated argument development, strategic positioning, and responsive engagement with opposing viewpoints. Teams will research the topic, construct a coherent argumentative framework, and assign roles to support an effective collective performance. The debate is followed by a Q&A discussion with your tutor. Prior to the session, each team will submit a strategy outline detailing the core argument, supporting evidence, division of roles, and planned rhetorical approach. Emphasis is placed on the application of relevant concepts from the unit, analytical rigour, strategic coordination, and the capacity to engage critically with competing perspectives.

Speculative Technogram (2500 words)

The Speculative Technogram is a hybrid critical–creative investigation of an emerging technology. You will select or invent a technology and examine how it operates as part of a broader technical and social assemblage. The project combines analytical explanation with speculative construction in order to explore how emerging technologies reorganise perception, agency, labour, governance, and social reality.

Your technogram should first provide a clear account of the technology’s function, logic, and conditions of operation, demonstrating understanding of its technical characteristics and broader context. You will then apply at least two conceptual frameworks from the unit to analyse the transformations the technology introduces across cultural, political, economic, or epistemic domains. The project also requires the development of a speculative scenario or artefact that materially expresses your analysis. This may take the form of a fictional document, scenario, media object, design concept, or other constructed form appropriate to the argument.

A final reflective component documents the role of digital tools used in the research and production process. This includes acknowledgement of platforms, methods, and any use of AI systems, together with brief consideration of how these tools shaped the structure, direction, or outcome of the work.

The technogram assesses your ability to integrate conceptual analysis with creative synthesis, demonstrate methodological awareness, and produce a coherent investigation of emerging technological conditions.

Assessment criteria

See the unit's Canvas site for assessment details and marking rubrics.

Also see the USYD Guide to Grades: https://www.sydney.edu.au/students/guide-to-grades.html

As a general guide, a high distinction indicates work of an exceptional standard, a distinction a very high standard, a credit a good standard, and a pass an acceptable standard.

Result name

Mark range

Description

High distinction

85 - 100

Exceptional standard

Distinction

75 - 84

Very high standard

Credit

65 - 74

Good standard

Pass

50 - 64

Acdeptable standard

Fail

0 - 49

The learning outcomes of the unit of study have not been met to a satisfactory standard. 

 

For more information see guide to grades.

Use of generative artificial intelligence (AI)

You can use generative AI tools for open assessments. Restrictions on AI use apply to secure, supervised assessments used to confirm if students have met specific learning outcomes.

Refer to the assessment table above to see if AI is allowed, for assessments in this unit and check Canvas for full instructions on assessment tasks and AI use.

If you use AI, you must always acknowledge it. Misusing AI may lead to a breach of the Academic Integrity Policy.

Visit the Current Students website for more information on AI in assessments, including details on how to acknowledge its use.

Late submission

In accordance with University policy, these penalties apply when written work is submitted after 11:59pm on the due date:

  • Deduction of 5% of the maximum mark for each calendar day after the due date.
  • After ten calendar days late, a mark of zero will be awarded.

Academic integrity

The University expects students to act ethically and honestly and will treat all allegations of academic integrity breaches seriously.

Our website provides information on academic integrity and the resources available to all students. This includes advice on how to avoid common breaches of academic integrity. Ensure that you have completed the Academic Honesty Education Module (AHEM) which is mandatory for all commencing coursework students

Penalties for serious breaches can significantly impact your studies and your career after graduation. It is important that you speak with your unit coordinator if you need help with completing assessments.

Visit the Current Students website for more information on AI in assessments, including details on how to acknowledge its use.

Simple extensions

If you encounter a problem submitting your work on time, you may be able to apply for an extension of five calendar days through a simple extension.  The application process will be different depending on the type of assessment and extensions cannot be granted for some assessment types like exams.

Special consideration

If exceptional circumstances mean you can’t complete an assessment, you need consideration for a longer period of time, or if you have essential commitments which impact your performance in an assessment, you may be eligible for special consideration or special arrangements.

Special consideration applications will not be affected by a simple extension application.

Using AI responsibly

Co-created with students, AI in Education includes lots of helpful examples of how students use generative AI tools to support their learning. It explains how generative AI works, the different tools available and how to use them responsibly and productively.

Support for students

The Support for Students Policy reflects the University’s commitment to supporting students in their academic journey and making the University safe for students. It is important that you read and understand this policy so that you are familiar with the range of support services available to you and understand how to engage with them.

The University uses email as its primary source of communication with students who need support under the Support for Students Policy. Make sure you check your University email regularly and respond to any communications received from the University.

Learning resources and detailed information about weekly assessment and learning activities can be accessed via Canvas. It is essential that you visit your unit of study Canvas site to ensure you are up to date with all of your tasks.

If you are having difficulties completing your studies, or are feeling unsure about your progress, we are here to help. You can access the support services offered by the University at any time:

Support and Services (including health and wellbeing services, financial support and learning support)
Course planning and administration
Meet with an Academic Adviser

WK Topic Learning activity Learning outcomes
Week 01 See Canvas for weekly lecture topics Lecture (1 hr)  
Week 02 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 03 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 04 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 05 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 06 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 07 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 08 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 09 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 10 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 11 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 12 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  
Week 13 See Canvas for weekly lecture topics Lecture (1 hr)  
See Canvas for weekly lecture topics Tutorial (2 hr)  

Attendance and class requirements

Students are expected to attend the online lecture, or watch the recording, and complete the required readings before their tutorial each week.

Regular tutorial attendance is essential for success in this unit, as our class activities directly support your Presentation, Q&A, Team Debate, and final Speculative Technogram.

Study commitment

Typically, there is a minimum expectation of 1.5-2 hours of student effort per week per credit point for units of study offered over a full semester. For a 6 credit point unit, this equates to roughly 120-150 hours of student effort in total.

Required readings

A full list of links to readings is available on the unit's Canvas site.

Learning outcomes are what students know, understand and are able to do on completion of a unit of study. They are aligned with the University's graduate qualities and are assessed as part of the curriculum.

At the completion of this unit, you should be able to:

  • LO1. Demonstrate understanding of how emerging technologies reshape perception, agency, and social structures.
  • LO2. Apply key theoretical frameworks to critically analyse the dynamics of complex technological systems.
  • LO3. Collaborate strategically to develop and defend argumentative positions on emergent technological futures.
  • LO4. Design speculative scenarios that synthesise theoretical insight with creative forecasting of technological impacts.
  • LO5. Reflect critically on the use of artificial intelligence and other digital tools as extensions of cognition, communication, and creative practice.

Graduate qualities

The graduate qualities are the qualities and skills that all University of Sydney graduates must demonstrate on successful completion of an award course. As a future Sydney graduate, the set of qualities have been designed to equip you for the contemporary world.

GQ1 Depth of disciplinary expertise

Deep disciplinary expertise is the ability to integrate and rigorously apply knowledge, understanding and skills of a recognised discipline defined by scholarly activity, as well as familiarity with evolving practice of the discipline.

GQ2 Critical thinking and problem solving

Critical thinking and problem solving are the questioning of ideas, evidence and assumptions in order to propose and evaluate hypotheses or alternative arguments before formulating a conclusion or a solution to an identified problem.

GQ3 Oral and written communication

Effective communication, in both oral and written form, is the clear exchange of meaning in a manner that is appropriate to audience and context.

GQ4 Information and digital literacy

Information and digital literacy is the ability to locate, interpret, evaluate, manage, adapt, integrate, create and convey information using appropriate resources, tools and strategies.

GQ5 Inventiveness

Generating novel ideas and solutions.

GQ6 Cultural competence

Cultural Competence is the ability to actively, ethically, respectfully, and successfully engage across and between cultures. In the Australian context, this includes and celebrates Aboriginal and Torres Strait Islander cultures, knowledge systems, and a mature understanding of contemporary issues.

GQ7 Interdisciplinary effectiveness

Interdisciplinary effectiveness is the integration and synthesis of multiple viewpoints and practices, working effectively across disciplinary boundaries.

GQ8 Integrated professional, ethical, and personal identity

An integrated professional, ethical and personal identity is understanding the interaction between one’s personal and professional selves in an ethical context.

GQ9 Influence

Engaging others in a process, idea or vision.

Outcome map

Learning outcomes Graduate qualities
GQ1 GQ2 GQ3 GQ4 GQ5 GQ6 GQ7 GQ8 GQ9

This section outlines changes made to this unit following staff and student reviews.

In response to valuable student feedback, the assessment structure has been revised to strengthen alignment between learning activities and evaluation methods. The weekly quiz has been removed in order to reduce fragmented workload and concentrate assessment on integrative, discussion-based formats that more directly reflect the analytical aims of the unit. The in-class debates have been converted to a secure assessment format to ensure greater transparency, consistency, and clarity of expectations. In addition, a structured secure Q&A component has been introduced following the Emerging Technology Presentation. This change recognises the importance students placed on discussion as a key site of learning, and allows demonstration of conceptual understanding through live analytical engagement. Together, these adjustments streamline the assessment ecology while reinforcing the unit’s emphasis on critical reasoning, applied theory, and dialogic exploration of emerging technologies.

Disclaimer

Important: the University of Sydney regularly reviews units of study and reserves the right to change the units of study available annually. To stay up to date on available study options, including unit of study details and availability, refer to the relevant handbook.

To help you understand common terms that we use at the University, we offer an online glossary.