Communication Skills

The MLAI Meetup is a community for AI researchers and professionals which hosts monthly talks on exciting research. Our format is: * 6:00 - 6:20: Socializing * 6:20 - 6:40: Announcements and AI news * 6:40 - 7:40: Talk(s) and Q&A * 7:40 - 8:00 Networking * 8:00: Head to the nearest pub for dinner **Long Dang & David Rawlinson: "The surprising efficiency of recurrent reasoning models"** **Abstract:** Large Language models (LLMs) still struggle with reasoning problems, defined as devising and executing complex, goal-oriented action sequences. Current solutions, such as Chain-of-Thought (CoT) and Test-Time Compute (TTC) techniques, can suffer from brittle task decomposition. In addition, auto-regressive output generation is prone to errors, which usually cannot be rectified. In 2025 the Hierarchical Reasoning Model (HRM) was introduced by Wang et al (1). On 3 reasoning problems (Extreme-Sudoku, Maze navigation, and ARC-AGI tasks) HRM demonstrated performance comparable to large, pre-trained LLMs with orders of magnitude fewer trainable parameters and no pre-training. HRM uses a process of repeated recurrent convergence between two modules to produce a latent representing a problem solution. Shortly after, Jolicoeur-Martineau released a pre-print (2) describing a thorough ablation of the ideas in HRM and her derivative model, known as the Tiny Recursive Model (TRM). TRM uses a similar recursive convergence process, even fewer parameters, and yet obtains 45% test-accuracy on ARC-AGI-1 and 8% on ARC-AGI-2, higher than most LLMs (e.g., Deepseek R1, o3-mini, Gemini 2.5 Pro) with less than 0.01% of the parameters. Finally, Dang and Rawlinson’s 2025 preprint explores HRM as a reinforcement learning Agent, allowing it to be applied to dynamic, uncertain or partially observable reasoning problems, or where the “correct” action is undefined (HRM and TRM use supervised learning). They demonstrate that computation from previous environment time-steps can be re-used during execution of a plan, crucial to efficiency and continuity of thought. **References:** 1- Hierarchical Reasoning Model by Guan Wang, Jin Li, Yuhao Sun, Xing Chen, Changling Liu, Yue Wu, Meng Lu, Sen Song, and Yasin Abbasi Yadkori (2025) [https://arxiv.org/abs/2506.21734](https://arxiv.org/abs/2506.21734) 2- Less is More: Recursive Reasoning with Tiny Networks by Alexia Jolicoeur-Martineau (2025) [https://arxiv.org/abs/2510.04871](https://arxiv.org/abs/2510.04871) **3- HRM-Agent: Training a recurrent reasoning model in dynamic environments using reinforcement learning** by Long H Dang and David Rawlinson (2025) [https://arxiv.org/abs/2510.22832](https://arxiv.org/abs/2510.22832) **Speaker bios:** **Long Dang** is currently working as Data Scientist in WSP after graduating with a Bachelor in Computer science from Monash University. He is interested in understanding how neural networks work and how we can do interesting things with them. His current hobbies are learning Japanese and watching youtube. **David Rawlinson** has worked in ML and AI R&D for over 25 years. He has a BSc in Computer Science and AI from Sussex University in the UK and a PhD in robotics & computer vision from Monash University in Melbourne. Currently, he works as a Principal Data Scientist for WSP, an engineering consulting company. He also maintains Causal Wizard ( [https://causalwizard.app](https://causalwizard.app/) ) a ML software application to help people apply causal inference to their data.

Visitors and newcomers are very welcome, please see https://hackmelbourne.com/newcomer-faq/ for more details. COVIDSafe restrictions are also in place, please see https://hackmelbourne.com/covid-19-restrictions/ for the latest. Short walk from Glenferrie train station. Car parking at Hawthorn town hall. Bring a laptop and a project you are working on. There is also a number of group projects that you are welcome to join in. We have starter kits for Arduino, a couple of 3D printers, various tools and equipment available for use. Typically our sessions run from 6:45pm till later in the evening (depending on our members' availability to close) but if you're new please come early.

Event Organizers Wanted for this group. Let us know what it is you wish to Organize from time to time. RSVP yes for this meetup or contact the groups Organizer.

We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/melbourne-vic/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

**🙋‍♀️**Welcome to our Tuesday Social + language ​exchange meetup. Meet people from many countries and make new friends. 👉We always have between 150 - 250 people attending our Tuesday event since this event is listed in 3 different meetup groups. Some people come early some come late, best time is between 6pm to 9pm. 👉This is a great opportunity to learn to speak English with native and non-native speakers. Many English speakers, Europeans, Chinese, Japanese, Koreans, and other Asians attend our fun and friendly party. 👉It is suitable for international students, working holiday people, professional ex-pats, and local Australians. 👉**Fee** of **$3.50** to be paid at the entrance or you can buy something from the bar. No Limited numbers but RSVP is a must. 🆔 Please carry a Photo ID as you may be asked at the entrance. 👉**Location**: Diesel bar & Eatery. we book the whole Second floor, Capacity of 500 people. and the welcoming table is at the door entrance. No entry from Melbourne Central. only from 202 Little Lonsdale St.

**Does your heart race at the thought of speaking in front of others?** Do your hands tremble, your mind go blank, or your voice quiver when all eyes are on you? You’re not alone — almost everyone feels nervous about public speaking at first. But here’s the good news: **confidence can be learned**. You can learn how to transform that nervous energy into confidence, clarity, and control. Step by step, you can discover how to speak naturally, think on your feet, and connect with your audience in a way that feels effortless and genuine. At this Toastmasters meeting, our Skill Shot presenter and MC will share powerful tips on how to:: * Channel your nerves into positive energy; * Speak with calm, confidence, and presence; * Build trust and connection through authenticity; and * Enjoy being in front of an audience Don’t let fear hold you back any longer. *Take the leap.* **Join us tonight at Port Melbourne Toastmasters and experience how quickly you can go** **from nervous to natural, from fearful to fearless.** [www.portmelbournetoastmasters.org](http://www.portmelbournetoastmasters.org/) 📅 **When:** 1st & 3rd Wednesdays of the month, 7:00 PM – 9:00 PM 📍 **Where:** [Find directions here](http://5181586.toastmastersclubs.org/directions.html) Guests, Meetup Group members, and visiting Toastmasters attend **for free**. Secure your spot today! ***Want to speak with confidence and connect with real impact?*** *Here’s your chance to overcome nerves, build your presence, and elevate your presentation skills in a supportive, growth-focused environment. **Come check us out!***

Join the Melbourne TED Talk Community for an engaging session and meet people who like being an ideator, who want to bring their voice to a larger community. In contrast to a typical public speaking training event, where you receive feedback on your amms and aas and the way you present, this goes beyond that. **The objective of this community is to get inspired by some of the best ideas serving humanity, find your own calling and voice, be an ideator, and share your ideas clearly and persuasively.** The talk we will play is one of the amazing talks from the TED Library. In this session, we will delve deeper into the topic and gain perspective, and learn from each other. Be prepared to network, engage in meaningful conversations, and embark on a journey of professional development and leadership growth. **Mark your calendars and don't miss this opportunity to refine your public speaking abilities with the Melbourne TED Talk Community!** TED Talk link to watch together: TBA **Agenda (as a guide)** 6.00 PM Registration 6.10 PM Introduction by Attendees 6.20 PM 10 min talk on screen (optional) 6.30 PM Breakout session (Group / Individual) based on topic 6.45 PM Individual / Group shares their takeaways 7.00 PM Practice the Art of Public Speaking - 2-3 talks of 2.5 minutes 7.10 PM Feedback to the Presenters and overall session 7.20 PM Event Concludes & floor opens for Networking **Fees: The event has a $5 contribution towards hiring the hall and Audiovisual. This can be paid through PayPal at the time of registration.** Looking forward to seeing you there. The Organisers Raj Anahi Neil

Toastmasters is a worldwide organisation which empowers its members to conquer their fear of public speaking and become better communicators. There is no need to formally register for the event, just RSVP to this meetup event if you can, then simply show up in person on the evening. If there is no one at the entrance, please message one of the organisers on this app For more information, check out the City Centre Toastmasters website [here](https://citycentretoastmastersmelbourne.toastmastersclubs.org/). What we'll do at the meeting: \- Impromptu speaking \(Table Topics\): Everyone can take part in this\! \- Prepared Speeches: Please note that only Toastmasters members can give prepared speeches\. \- Get friendly and constructive feedback on your speaking\. \- Get to know each other during the break\, before\, and after the meeting\. Important to know * Members of this Meetup are not automatically members of the club. Meetup refers to people who belong to the City Centre Toastmasters Meetup group as 'members,' but from a Toastmasters' point of view, people are only members if they've paid their club dues.

Want to be able to articulate your thoughts with clarity and precision? Want to overcome your public speaking anxiety and become a confident presenter? Want to develop leadership skills and become a better communicator? Join Elsternwick ToastMasters Club! Toastermasters is a not-for-profit organisation that is run by volunteers. We provide a supportive and positive learning experience in which members are empowered to develop communication and leadership skills, resulting in greater self-confidence and personal growth. We have meeting regularly, each meeting has a range of activities for you to participate in, such as impromptu speaking, prepared speech, debate,etc. You will also receive constructive feedback which helps you improve your performance. Guests are welcome! We offer three meetings for free to our guests before joining as a member,so you can get a taste of how ToastMasters works and decide if it's right for you. When: 2nd and 4th Thursday, 7pm-9pm Where: 450-452 Kooyong Rd, Caufield South Visit our website to find out more: https://elsternwick.toastmastersclubs.org/ Send us an contact form through our website to reserve your spot if you'd like to attend our meeting as a guest.

**Ready to Speak with Confidence?** **Want to Lead with Impact and Express Yourself Clearly?** **Join Manningham Toastmasters – Where Speakers Become Leaders!** Whether you want to conquer public speaking anxiety, sharpen your communication skills, or grow into a stronger leader — Manningham Toastmasters is the place for you! We're part of **Toastmasters International**, a global non-profit run by volunteers, and we’re passionate about helping people *just like you* unlock their full potential. Our meetings are packed with energy, learning, and a whole lot of fun. ✨ **What to Expect:** * Impromptu Speaking (we call it Table Topics — and it's a blast!) * Prepared Speeches from passionate members * Feedback that’s positive, supportive, and helps you *grow* * Leadership opportunities that build your confidence — fast! We meet twice a month, and **guests are always welcome!** You can attend **up to three meetings for FREE** — come see what we’re all about before signing up. 📅 **When:** 2nd and 4th Thursdays, 7:00–9:00 PM 📍 **Where:** Box Hill Library, Bert Lewis Room, 1040 Whitehorse Rd, Box Hill VIC 3128 🚀 **Take the First Step** – Visit our website to learn more and book your guest spot: https://www.toastmasters.org/Find-a-Club/00006780-00006780

Smashing! Try something new Sunday This week - Speaker Lab - where everyone gets the chance to talk in small groups, and receive live feedback. Very interactive, great learning and non-stop action! Serious about improving your leadership - **Why mess, come to the best** Why is Smashing different to other speaking clubs? Passion!!! 1\. Fast\-paced\, energized and exciting meets 2\. We practice **bold, confident** and **dynamic** leadership! 3. **Everyone talks** multiple times during super-interactive workshops every meet - Plus the chance to speak on the big stage for those that are keen 4. **FAST LEARNING** **IMPORTANT: Be on time, as doors close when the show starts** Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, Purple Room (End of corridor) More to come...

Come along to our open and friendly group and learn about Toastmasters. We offer practice in public speaking in a safe and friendly environment.

Our next club meeting is on Sunday will start at 2:15, please join early. if you're coming in-person, parking is free and usually ample at the Community College on Sundays, and most of us park where the spaces are designated for staff and have never had a problem. 👉 Everyone is welcome to join our meeting, participate and practice. You'll get a chance to hear our club members speak and then have an opportunity to play the table topics game. **Agenda for the Meeting:** 1. Warm Up 2. Prepared Speeches (By club members) 3. Table Topics Game (Learn to think on your feet) 4. Feedback **Online - Join us via Zoom** https://us05web.zoom.us/j/86218205188 If you haven't used Zoom before, watch this short video on how to join our meeting - https://www.youtube.com/watch?time_continue=45&v=vFhAEoCF7jg **In-Person** **\- Join us at Montgomery Community College** Meet us at Science Building, room SC 152. The room is located on the ground floor. The exact building address is https://goo.gl/maps/ZEgQH7bKLvzdqtSQ9 For help, please text or call, 301-917-4202.

Our next club meeting is on Sunday will start at 2:15, please join early. if you're coming in-person, parking is free and usually ample at the Community College on Sundays, and most of us park where the spaces are designated for staff and have never had a problem. 👉 Everyone is welcome to join our meeting, participate and practice. You'll get a chance to hear our club members speak and then have an opportunity to play the table topics game. **Agenda for the Meeting:** 1. Warm Up 2. Prepared Speeches (By club members) 3. Table Topics Game (Learn to think on your feet) 4. Feedback **Online - Join us via Zoom** https://us05web.zoom.us/j/86218205188 If you haven't used Zoom before, watch this short video on how to join our meeting - https://www.youtube.com/watch?time_continue=45&v=vFhAEoCF7jg **In-Person** **\- Join us at Montgomery Community College** Meet us at Science Building, room SC 152. The room is located on the ground floor. The exact building address is https://goo.gl/maps/ZEgQH7bKLvzdqtSQ9 For help, please text or call, 301-917-4202.

Our next club meeting is on Sunday will start at 2:15, please join early. if you're coming in-person, parking is free and usually ample at the Community College on Sundays, and most of us park where the spaces are designated for staff and have never had a problem. 👉 Everyone is welcome to join our meeting, participate and practice. You'll get a chance to hear our club members speak and then have an opportunity to play the table topics game. **Agenda for the Meeting:** 1. Warm Up 2. Prepared Speeches (By club members) 3. Table Topics Game (Learn to think on your feet) 4. Feedback **Online - Join us via Zoom** https://us05web.zoom.us/j/86218205188 If you haven't used Zoom before, watch this short video on how to join our meeting - https://www.youtube.com/watch?time_continue=45&v=vFhAEoCF7jg **In-Person** **\- Join us at Montgomery Community College** Meet us at Science Building, room SC 152. The room is located on the ground floor. The exact building address is https://goo.gl/maps/ZEgQH7bKLvzdqtSQ9 For help, please text or call, 301-917-4202.

Our next club meeting is on Sunday will start at 2:15, please join early. if you're coming in-person, parking is free and usually ample at the Community College on Sundays, and most of us park where the spaces are designated for staff and have never had a problem. 👉 Everyone is welcome to join our meeting, participate and practice. You'll get a chance to hear our club members speak and then have an opportunity to play the table topics game. **Agenda for the Meeting:** 1. Warm Up 2. Prepared Speeches (By club members) 3. Table Topics Game (Learn to think on your feet) 4. Feedback **Online - Join us via Zoom** https://us05web.zoom.us/j/86218205188 If you haven't used Zoom before, watch this short video on how to join our meeting - https://www.youtube.com/watch?time_continue=45&v=vFhAEoCF7jg **In-Person** **\- Join us at Montgomery Community College** Meet us at Science Building, room SC 152. The room is located on the ground floor. The exact building address is https://goo.gl/maps/ZEgQH7bKLvzdqtSQ9 For help, please text or call, 301-917-4202.

\*\*\* Note: Our Jan 27, 2026, meeting will be our semi-annual club speech contest. As a result, guests who attend will not experience a typical Toastmasters meeting. Guests are more than welcome to experience a speech contest. \*\*\* At Toastmasters, we empower individuals to become more effective communicators and leaders. Our meetings provide a supportive and positive learning environment where members grow through prepared speeches, impromptu speaking (Table Topics), and constructive evaluations. Whether you're looking to overcome your fear of public speaking, enhance your work communication, or develop leadership skills, you're welcome here. Guests are always invited to observe first. If you'd like to speak, we’ll ask before inviting you to participate - no pressure at all. See how Toastmasters can help you build confidence, develop new skills, and connect with a community focused on growth.

At Toastmasters, we empower individuals to become more effective communicators and leaders. Our meetings provide a supportive and positive learning environment where members grow through prepared speeches, impromptu speaking (Table Topics), and constructive evaluations. Whether you're looking to overcome your fear of public speaking, enhance your work communication, or develop leadership skills, you're welcome here. Guests are always invited to observe first. If you'd like to speak, we’ll ask before inviting you to participate - no pressure at all. See how Toastmasters can help you build confidence, develop new skills, and connect with a community focused on growth.

At Toastmasters, we empower individuals to become more effective communicators and leaders. Our meetings provide a supportive and positive learning environment where members grow through prepared speeches, impromptu speaking (Table Topics), and constructive evaluations. Whether you're looking to overcome your fear of public speaking, enhance your work communication, or develop leadership skills, you're welcome here. Guests are always invited to observe first. If you'd like to speak, we’ll ask before inviting you to participate - no pressure at all. See how Toastmasters can help you build confidence, develop new skills, and connect with a community focused on growth.