Weekly Wrap-up: 22 October
Every week I sift through the news, research and signals shaping the world around us — looking for the things that might actually matter to your life, work and future.
This week, I'm looking at the systems we rely on to support our wellbeing, build our careers and manage the cost of everyday life. The research points to a common challenge: we're leaving valuable capabilities underused, placing pressure on unpaid carers and making it harder for some households to keep up with change.
🔎 US Midterms and what the outcome could mean for Australia
What happens when a contested US midterm election collides with mounting economic pressure on American households? And what does that mean for Australia?
I’ve been working through these questions using alternative futures analysis, mapping out four plausible scenarios based on two things: whether the election results are accepted, and how much economic pressure American households are under. For me, the second driver is what I think the tipping point will be for violence for many Americans. The outcomes range from a political system that absorbs the shock to a much more volatile situation where political legitimacy and economic security deteriorate together.
The interesting part? Each scenario creates a very different future for Australia, too.
Our trade, investment, defence and intelligence relationships with the US mean American domestic politics can have consequences well beyond its borders. The implications could reach our economy, technology, travel, national security and even the information shaping our own political debate.
I’m turning the analysis into a Substack analytical piece that explore two things: first, exploring the four possible US futures, then the second is looking at what each could mean for Australia and Australians. The point of this is to acknowledge that while we certainly cannot predict what will occur, we can absolutely and should be exploring what could unfold, spotting the early warning signs and asking a more useful question: How do we prepare for a future we can’t control?
Here’s the signals that caught my attention this week.
- AI agents are accessing bank accounts — and financial institutions are scrambling to manage the risks
Reporting from Axios on 22 October has raised fresh questions about the security of AI agents as they gain the ability to interact with financial systems.
According to sources cited by Axios, major US banks including Morgan Stanley, Bank of America, JPMorgan Chase and Wells Fargo have detected unauthorised third-party AI agents operating inside customer accounts. Some agents reportedly attempted actions that appeared to go beyond their users' instructions.
The banks are working to contain the risks, with several restricting third-party agent access. Some are moving towards read-only permissions, allowing AI tools to access financial information without being able to initiate transactions.
One of the challenges is distinguishing between actions directed by a customer and actions initiated independently by an AI agent. Banks need to establish how these tools are accessing accounts, what they're authorised to do and how to prevent unintended transactions.
The signal here is that AI is moving beyond generating information and recommendations. Agents are increasingly being designed to take action across digital systems, creating new questions about security, permissions and accountability.
What it could mean for you?
Any benefits that AI agents present bring equal or more risk, simply because we are delegating our control to something else. While we’re yet to see anything reported by Australian banks, it would be naïve to think similar AI use hasn’t occurred.
While AI agents could eventually, with the appropriate testing and safeguards, make everyday financial tasks easier, those benefits come with risks when an agent can access sensitive information or act on your behalf. The more authority you give a tool, the more important it becomes to understand its permissions and limitations.
Before connecting an AI tool to a financial account, check your bank's rules, use secure and approved connections, limit access to what is necessary and keep human approval in place for transactions wherever possible. Never assume an AI agent will interpret your instructions exactly as intended. We’ve seen many instances including the Hugging Face and Australian Government breaches as examples.
There is also a bigger question about accountability. If an agent transfers money incorrectly or takes an action you didn't authorise, who is responsible — you, the bank or the company operating the AI? The rules and safeguards governing these tools are still evolving. Financial institutions, regulators and technology companies will need to establish clear boundaries as agent capabilities expand.
Source: https://www.axios.com/2026/10/22/ai-agents-banks-unauthorized-accounts-access
2. Australia's hidden skills - we're not making full use of the talent we already have
Jobs and Skills Australia's Pathways to Success: Jobs and Skills Report 2026 examines Australia's workforce, skills shortages and participation to help us understand how our labour market is changing.
One finding caught my attention: 33% of women and 27% of men work in occupations below their skill potential.
The report also finds that the proportion of occupations experiencing skills shortages has fallen from 36% in 2023 to 29% in 2025. Almost three in ten occupations remain in shortage, even as the broader labour market continues to perform strongly.
What it could mean for you?
For Australia, it shows that our workforce challenge is getting better at recognising and using the skills people already have and not just isn't simply about training more people. When people are working below their capabilities, employers miss out on valuable talent and individuals may miss opportunities to progress, earn more or find work that better reflects their strengths.
For you, it means that your job title doesn't tell the full story of what you're capable of doing, but I reckon you already knew that. It means you have to get better at highlighting and packaging your skills you've developed through work, caring responsibilities, volunteering, managing a household or navigating major life changes can all have value in other contexts.
If you're considering a career change, don't automatically assume you need to start again or retrain from scratch. Take stock of what you already know, the problems you can solve and the capabilities you've built. Then look for opportunities to apply them differently.
For employers, the question is whether recruitment and promotion practices recognise capability beyond someone's current role or formal qualifications. If you’re using AI, how are you training it or prompting it to unpack someone’s full skillset and potential?
The opportunity right now is to make better use of the skills we already have, not always to acquire more skills.
Source: https://www.jobsandskills.gov.au/publications/jobs-and-skills-report-2026
3. Australia's gender equity gap — women are progressing, but the path to the top remains uneven
The Bankwest Curtin Economics Centre's Gender Equity Insights 2026: Unlocking Australia's Workforce Potential draws on more than a decade of workplace gender equality data to examine how women and men enter, progress through and leave Australian workplaces.
Some of the findings stand out:
- Women held 25.9% of CEO positions in 2025, up from 15% in 2015.
- Women occupied 36% of board seats, but chaired only 21.5% of boards.
- The national full-time base salary gender pay gap fell from 19.5% in 2020–21 to 15.8% in 2024–25.
- The total remuneration gender pay gap remained wider, at 21% in 2024–25, reflecting the importance of bonuses and other payments beyond base salary.
While these statistics tell one story, the report also highlights the uneven path into senior leadership. Women are gaining ground, but their representation at CEO level still trails their presence in other management positions. Career interruptions, caring responsibilities and the way senior roles are designed continue to influence who advances and who leaves.
What it could mean for you?
Even though there is progress towards gender equity, we can't only measure progress by looking at the number of women entering the workforce or moving into management alone. It’s becoming increasingly important to understand what happens throughout their careers.
If you're building a career, think about more than your next promotion. Consider whether the roles available to you offer sustainable workloads, flexibility, fair remuneration and a genuine pathway to progress. Is one income stream enough if you know you’re in a season of life where you need flexibility?
Caring responsibilities shouldn't automatically mean putting career ambitions on hold. Given that we have an ageing population and more of the Gen X and Millennials will need to take on those responsibilities, employers need to design senior roles that accommodate different circumstances, rather than treating flexibility as something employees must sacrifice to advance.
For organisations, this means looking at the entire career pathway: who gets recruited, who gets promoted, who receives bonuses, who takes parental leave and who leaves management roles. If experienced women keep leaving the leadership pipeline, we need to examine the systems pushing them out — not simply encourage more women to climb the ladder.
4. Australia's unpaid carers are still struggling — and the wellbeing gap remains significant
National Carers Week brought renewed attention to the more than three million Australians who provide unpaid care to family members and friends. Carers Australia's 2026 Carer Wellbeing Survey found that fewer than 40% of respondents reported healthy wellbeing, compared with around 66% of the Australian population.
The findings suggest little improvement in carer wellbeing over the past 12 months. The organisation also highlighted new data showing that almost two-thirds of young carers felt they had missed out on part of their childhood because of their caring responsibilities.
Many carers are also trying to maintain paid employment, raise children, manage household finances and protect their own health. Those responsibilities can limit their time, income, career progression and ability to plan for their own future.
What it could mean for you?
These findings matter because caring is often treated as a private family responsibility, even though unpaid carers make an enormous contribution to Australia's health, disability and aged care systems. The signal here is that our formal systems rely heavily on unpaid care, yet the wellbeing of the people providing that care remains under pressure. If you have elderly parents you need to factor their care into your finances, career and health.
Having said that, caring responsibilities can emerge at different stages of life. You might be supporting a child with additional needs, helping an ageing parent, caring for a partner or juggling several responsibilities at once. These demands can change your available time, financial position and career options, sometimes with very little warning.
If you're planning for the next five or ten years, consider who might need your support and what that could mean for your own work, finances and wellbeing. Think about the support networks, workplace flexibility and services that could help you manage those changes.
For employers and policymakers, recognising carers means more than acknowledging their contribution during one week of the year. It means considering how workplaces, care services and support systems can help people sustain their caring responsibilities without sacrificing their own futures.
Source: https://www.carersaustralia.com.au/wp-content/uploads/2026/01/CWS25_Report_300126_v2_.pdf
5. The cost of keeping up with technology is growing — and not everyone can afford to keep pace
Good Things Australia's Australian Attitudes to Getting Online 2026 report explores how 2,000 Australians are navigating technological change, online safety, artificial intelligence and the cost of staying connected.
The findings reveal that digital exclusion is about much more than whether someone has an internet connection. Some of the findings stand out:
- 18% said they couldn't afford a new computer, laptop or smartphone they needed, up from 10% in 2025.
- Two in five Australians said keeping up with rapidly changing technology is expensive.
- More than one in four felt overwhelmed by technological change, rising to one in three women.
- Only 27% felt confident using AI.
- 53% were worried that scams were becoming harder to spot.
The report also found that nearly one in three Australians were cutting back on paid online subscriptions because of financial pressure.
What it could mean for you?
Digital capability is becoming an important part of everyday resilience. As more services, work opportunities and transactions move online, your ability to participate increasingly depends on having the right technology, skills and confidence to keep up.
Think about the technology you rely on every day. Could you afford to replace your phone or laptop if it failed? Do you know how to protect your personal information, recognise sophisticated scams and regain access to important accounts if something went wrong?
You don't need to adopt every new technology. You need to understand which tools matter to your life, how to use them safely and where you might need additional support. You also need to consider whether you have the financial resources to maintain access as devices, software and services change.
This is where digital resilience becomes more than a question of individual skills. If essential services and employment opportunities increasingly depend on digital access, people who cannot afford the necessary devices, connectivity or support risk being excluded from opportunities others can take for granted.
That raises an important question for governments and businesses: how do we make digital transformation work for people who don't have the resources to keep pace with it?
Source: https://goodthingsaustralia.org/news/australian-attitudes-to-getting-online-2026-report
6. Your postcode could influence your energy bills — and how comfortable your home is
The Energy Efficiency Council's inaugural State Energy Performance Policy Scorecard compares how Australia's states and territories support households to reduce energy use, improve comfort and participate in the energy transition.
The results reveal significant differences in the support available to households.
The ACT ranked first overall, followed by Victoria and New South Wales. Queensland ranked seventh, with the Northern Territory eighth. The scorecard identifies gaps in policies supporting household energy efficiency, electrification and flexible energy use.
The report argues that many Australian households are being left to manage high energy use, expensive bills and uncomfortable homes without enough practical support.
What it could mean for you?
As the energy system changes, household resilience will depend on both the choices available to us and whether we have the resources and support to make them.
Household energy resilience isn't determined by energy prices alone. The quality of your home, the efficiency of its appliances and heating and cooling systems, and the support available to make improvements all influence how much you spend and how comfortably you live.
This matters when you're choosing a home or planning your household budget. Rent and mortgage payments are only part of the cost of living. Insulation, heating and cooling efficiency, and the cost of running a home can all affect your expenses over time, particularly as extreme temperatures put more pressure on household energy use.
If you're renting, you may have limited control over a property's energy performance. Understanding likely running costs before signing a lease, and checking what assistance might be available, can help you make a more informed decision. If you own your home, consider which upgrades could improve comfort and reduce energy use over the longer term.
Your ability to act, however, depends on your circumstances. Renters may not have permission to make improvements, while households under financial pressure may struggle to afford upgrades even when they would benefit most from them.
This is where energy policy becomes a household resilience issue, not just a technical debate. Government decisions can influence which improvements are available, how affordable they are and whether households have a realistic opportunity to benefit.
7. Researchers have identified a circadian subtype of depression — could this change how we treat it?
Researchers at the University of Sydney have identified a proposed subtype of depression associated with disruptions to the body's internal 24-hour clock, known as the circadian rhythm.
The study, published in the British Journal of Psychiatry on 20 October 2026, analysed clinical and genetic data from more than 10,000 participants in the Australian Genetics of Depression Study.
Of the participants, 2,604 — around 23% of the study sample — met the researchers' criteria for what they describe as circadian depression.
Some of the characteristics associated with this group included:
- Being a night owl or naturally inclined towards later sleep patterns.
- Sleeping longer during depressive episodes.
- Waking up feeling very tired.
- Experiencing seasonal patterns in their illness.
The researchers also found that participants in this group reported an earlier onset of depression, more severe symptoms and poorer responses to commonly prescribed antidepressants, including SSRIs and SNRIs.
The findings suggest that circadian rhythms may be an important factor in understanding why depression presents differently between individuals and why some people respond differently to treatment.
It's important to recognise that this is an emerging research finding. The proposed subtype and its potential clinical applications require further validation, including replication in independent populations. The study's treatment findings were based on self-reported responses, rather than a clinical trial comparing treatments.
What it could mean for you
The signal here is that our understanding of depression may be moving towards more personalised approaches to care, recognising that people with the same diagnosis can have different biological patterns, symptoms and responses to treatment. The opportunity is a healthcare system that better recognises individual differences and uses that understanding to deliver more effective, personalised care.
Research into depression subtypes could help clinicians better understand these differences and, over time, identify treatment options that are more suited to individual patients. The goal is to move beyond broad diagnostic categories towards a clearer understanding of what might be happening for each person.
For individuals, this research is also a reminder that patterns in your health can be worth paying attention to. Sleep timing, persistent fatigue and changes in your usual sleep-wake routine may be useful information to discuss with a health professional, particularly if you're experiencing depression or your current treatment isn't helping as expected.
This doesn't mean being a night owl indicates depression, or that changing your sleep routine will treat it. The research points to a possible connection between biological rhythms and a particular subtype of depression, not a simple explanation for the condition as a whole.
The next step is establishing how reliably this subtype can be identified and which treatments are most effective for people who fit its profile. That takes further research before these findings can translate into changes in routine clinical care.
Sources: https://www.cambridge.org/core/journals/the-british-journal-of-psychiatry/article/clinical-and-genetic-correlates-of-a-circadian-subtype-of-depression-in-the-australian-genetics-of-depression-study/A3429C15041E6BA0570968117909DDB6 & https://www.sydney.edu.au/news-opinion/news/2026/10/21/researchers-identify-circadian-subtype-of-depression-.html
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