Explore every episode of the podcast Property AI Report
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Title
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Property AI Report 098 - ChatGPT-6's New Interface, Purplebricks' Old Accounts & AI Fake Homicide Tipoff
13 Oct 2026
00:30:29
Property AI Reports - Weekly Digest on Property and AI
Mal McCallion and Matt Goddard cover the latest property market headlines alongside the newest AI product updates, with a strong focus on how automation, compliance, and visual AI tools are reshaping the property sector. The episode moves between industry news, practical AI use cases, and a cautionary look at model safety and regulation. It is especially useful for property professionals trying to understand where AI can create operational advantage without losing sight of security and compliance.
Key topics
In this episode, Mal and Matt discuss Moveli's AI push for self-employed agents at the top end of the market, and how tools for valuations and follow-up are becoming a competitive wedge in prime agency.
They compare that move with Knight Frank's associate self-employed model and the growing battle for high-performing agents who work in the luxury segment.
We discuss the impact of the new Awaab's Law in private rentals, with Matt highlighting the added compliance burden around damp, mould, and property safety.
Mal and Matt look at how AI and automation could help agents manage rising regulatory workloads without simply adding more staff.
They revisit Purplebricks, Sir Charles Dunstone's continued funding, and the company's growing losses, including the challenge of keeping the Bruce brothers' strategy on track.
In AI news, they break down ChatGPT 6's new intelligent UI, which creates more visual, interactive responses with graphs, checklists, and image-led explanations rather than plain text alone.
They explore OpenAI revenue figures being compared and potentially overstated in investor materials, and the ongoing race with Anthropic and other major labs.
They cover Claude's new dashboard capabilities, including data visualisation through business tools like Salesforce and CRM integrations such as Reapit.
They discuss Satya Nadella's warning that AI models need an emergency brake, focusing on the need for tamper-proof, human-readable evidence and stronger controls.
They examine Anthropic's Claude Haiku 5.5, including its 90 percent API price reduction and the practical role of smaller models for fast, lower-stakes tasks.
They wrap with Meta's Muse Wonder AI models, including the commercial push around a paid version and the wider hardware ecosystem being built around it.
The Weird AI of the Week segment covers an Anthropic model accidentally submitting a false tip to the Philadelphia Police Department while testing websites.
Timestamps
00:00 - Welcome to the Property AI Reports and this week's agenda 00:40 - Moveli's AI tool for self-employed prime-market agents 01:09 - Knight Frank's associate self-employed model and talent competition 02:38 - Why agencies are building proprietary AI tools in-house 04:18 - Awaab's law and the rising compliance load in private rentals 05:44 - Using AI to manage regulation without adding headcount 06:14 - Security risks when automating property operations 06:44 - Purplebricks losses, Sir Charles Dunstone, and the Bruce brothers' return 08:01 - How much money has gone into the Purplebricks venture 09:54 - ChatGPT 6 and the new intelligent visual interface 10:42 - Why visual AI responses matter more than plain text 12:19 - Property's need for image-led AI workflows 14:54 - OpenAI revenue figures and investor comparison noise 17:39 - Claude dashboards and business data visualisation 18:44 - Connecting CRM data into Claude for live reporting 20:42 - Why AI interfaces are moving beyond text generation 21:11 - Satya Nadella's call for an AI emergency brake 22:17 - Tamper-proof human-readable evidence and model safety 24:01 - Claude Haiku 5.5 and cheap fast-task automation 25:13 - Using smaller models for research and extraction tasks 26:45 - Meta's Muse Wonder AI models and monetisation 28:53 - Weird AI of the Week: Anthropic model sends false police tip 31:33 - Tool of the Week: why GPT 6 is worth trying 32:28 - Episode 101 will be an AI 101 starter episode 33:04 - Closing remarks and what's coming next
Property AI Report 097 - Trump's AI Nameswap, UK Property AI Investment & Cheap Mortgages Disappear
08 Oct 2026
00:32:12
Property AI Report — Weekly digest of property and AI news
Mal McCallion and Matt Goddard cover a busy week across property and AI: new rental regulation, rising mortgage rates, a major investment in conversational AI, and announcements from OpenAI, Apple, Google, and Microsoft.
Key topics
New rental regulations: The hosts discuss the PRS rental database rollout, rent control proposals, and damp and mould law changes—and what compliance could mean for landlords and letting agents.
Property Franchise Group invests in Enteka: The company has taken a 25% stake in the AI firm, whose tools support call handling and lead enquiries across voice and WhatsApp.
Mortgage rates rise: The hosts discuss the disappearance of cheaper fixed-rate deals and the pressure that higher borrowing costs may put on buyers and agents.
OpenAI Dev Day: They unpack announcements including Dots, sign-in with ChatGPT, Pages, Sites, and new pricing tiers.
How people use AI: A discussion of paid AI adoption, and the difference between casual use and integrating AI into everyday workflows.
AI, permissions, and platforms: The conversation explores Apple’s tighter Mac OS access controls, Google’s upcoming model, and AI’s growing ability to use a computer.
Tool of the week: GitHub Copilot adds computer-use capabilities, prompting a comparison with other coding agents.
Timestamps
00:29 — Welcome to the Property AI Report 01:09 — Rental database, rent controls, and damp and mould law changes 02:15 — The cost and burden of property regulation 03:14 — Rental database rollout begins in the West Midlands 04:47 — Property Franchise Group takes a 25% stake in Enteka 06:02 — Conversational AI for estate agency call handling and lead enquiries 08:02 — Cheaper fixed mortgage deals disappear 09:37 — How a tougher market could affect estate agents 10:04 — OpenAI Dev Day announcements 11:12 — Dots and the idea of multiple personal agents 12:38 — OpenAI’s sign-in, Pages, and Sites announcements 13:29 — OpenAI pricing and the new Pro plan 14:24 — Paid AI adoption and how people use AI 15:53 — AI and recent maths breakthroughs 18:48 — The proposal to rebrand AI as “SI” 22:28 — Apple tightens Mac OS access controls 23:40 — Why granular permissions matter for AI agents 28:01 — Google’s upcoming Gemini model 29:58 — Tool of the week: GitHub Copilot gains computer use 31:22 — Mal’s take on Copilot, Codex, and Claude Code
Property AI Report — Weekly Property and AI News Roundup
Mal McCallion and Matt Goddard cover a packed week of property news and AI launches, focusing on what matters for agents, portals, and proptech operators. The episode ranges from Purplebricks’ latest funding and HMRC story to new AI models, personal agents, voice tools, and the direction of regulation and licensing in the UK property market.The hosts explore major industry shifts, the growing role of vendor-paid advertising, and how to assess AI tools by benchmark, use case, and workflow—not hype.
Key topics
Purplebricks faces fresh scrutiny after a report about an HMRC winding-up order, followed by a denial and renewed focus on its financial position.
The business has reportedly received another £34 million lifeline from Sir Charles Dunstone.
Purplebricks’ accounts were still overdue at the time of the discussion, including filings for the year ending March 2025. The delay was attributed to a new CFO appointment.
REA Group has taken a 35% stake in Daft, the major Irish property portal—a move the hosts connect to the rise of vendor-paid advertising.
Vendor-paid advertising could signal a major shift in portal revenue models, with sellers funding marketing directly, as is common in Australia.
The UK government has confirmed plans for mandatory licensing for agents. The hosts discuss how regulation might target rogue operators without unfairly burdening reputable lettings businesses.
A 2.5% Help to Buy-style initiative is discussed as a possible stimulus in a flat, cautious market.
The episode covers new AI model releases and the trend toward more capable intelligence becoming available at lower cost.
Model personality is emerging as a form of user experience, including why some users switched away from Opus 5.
Personal agents are developing into lightweight task runners for inbox curation, LinkedIn triage, shopping, and other repeatable jobs.
As AI systems become more capable and autonomous, the hosts consider calls from AI leaders for coordination and regulation.
11Labs v4 is part of the broader voice AI wave. The hosts argue that good architecture matters more than simply plugging in a voice API.
The practical tool of the week: use voice input with large language models, especially for brain dumps and drafting.
Timestamps
00:00 — Weekly intro and episode overview 00:52 — Purplebricks winding-up order story and the HMRC confusion 01:22 — Another £34 million lifeline for Purplebricks 02:44 — Overdue accounts and the new CFO explanation 03:13 — REA Group buys into Daft in Ireland 04:12 — Why vendor-paid advertising matters for portals 05:35 — Portals, revenue diversification, and charging consumers more 06:33 — Mandatory licensing for agents announced 08:22 — Why regulation is welcome, but blanket industry bashing is not 08:51 — The 2.5% Help to Buy-style initiative 09:45 — Major AI releases and the pace of model launches 10:12 — ChatGPT 6, Sol, Luna, and cheaper intelligence 11:05 — Why model personality is becoming the new UX 12:28 — Anthropic’s focus on consistency and model personality 13:21 — Personal benchmarks for choosing the right AI tool 14:17 — Testing models against property-writing tasks 15:15 — Transition into personal agents 15:44 — What personal agents are and how they differ from workhorse models 16:39 — Using agents to manage LinkedIn and inbox noise 17:36 — OpenClaus, Grokbot, and the trade-off between flexibility and convenience 18:34 — Practical use cases like shopping and scheduled tasks 20:29 — AI safety concerns from the AI “godfathers” 21:24 — 11Labs v4 and the rise of usable voice AI 22:21 — Why shallow AI voice integrations fail 23:15 — Architecture, latency, and the uncanny valley problem 24:14 — Meta Connect, Muse, and Zuckerberg’s latest AI push 25:33 — The week’s practical tool: use voice input instead of typing 26:02 — Wrap-up and closing remarks
Notable quotes
“Intelligence is getting better and is getting cheaper.”
“The personality of the model is actually the new UX.”
“Start using voice rather than trying to type everything.”
Property AI Report 095 - AI Portal Pile-on, Children's AI Hospital & Neuralese AI Language
23 Sep 2026
00:33:41
In this episode, we explore the latest developments in property portals, AI innovations, and their impact on the real estate industry. Join us as we analyse market shifts, new technologies, and future trends shaping the property landscape.
Chapters
00:00 Introduction to property market shifts and portal valuations 01:59 Shareholder activism and valuation changes in property portals 03:57 Data ownership, trust, and the future of property portals 06:06 Launch of MyPorta and market competition 07:54 Changing agent behaviours and portal dependency 09:59 Legal and contractual shifts in Australian property portals 11:49 AI's positive impact on healthcare and science 15:50 Emerging AI tools and personal assistants 20:00 Concerns about AI language and communication 24:01 Innovations in AI classification and response systems 27:47 Whimsical AI and language development 31:01 AI safety, IPOs, and industry outlook 33:10 Upcoming events and closing remarks
Property AI Report 094 - AI Slowdown, Landlord Showdown & Apple Lowdown
15 Sep 2026
00:28:49
In this episode, we explore the latest developments in property and AI, including cyber security risks for estate agents, rising rents, AI safety concerns, and exciting tech innovations like foldable phones and advanced math problem-solving. Join us for insights into how these trends impact the property industry and the future of AI.
keywords
property news, AI safety, cyber security, rent increases, foldable phones, math problems, AI regulation
key topics
Cyber incidents and insurance for estate agents
Rising rents and government regulation impact
AI safety concerns and recursive self-improvement
Latest tech innovations including foldable phones
Mathematics breakthroughs with AI
Sound Bites
"We need to slow AI development to ensure safety"
"AI models are now talking in bytes, not language"
"There's a 10% chance AI could kill all humans in a decade"
Chapters
00:00 Introduction to Weekly Property and AI News
02:29 Cyber Security Risks for Estate Agents
04:57 Impact of Rent Regulations on the Market
07:19 Government Impact on Private Rented Sector
09:24 AI Frontier Pacing and Safety Concerns
13:18 AI Self-Improvement and Neural Language Models
18:36 AI Escaping Control and Ethical Risks
20:13 Exciting Tech: Foldable Phones and Future Devices
21:57 Mathematical Breakthroughs and AI Problem Solving
Property AI Report 093 - £40m Reapit AI Bet, ChatGPT-6 Astra & Zoopla Profits
08 Sep 2026
00:28:01
Property AI Report
This weekly roundup covers the biggest moves in property and AI, with a strong focus on portal competition, CRM investment, and the latest model releases. Mal and Matt break down what the changes mean for agents, vendors, and the future of property tech. It is a fast-moving update for anyone tracking where leads, data, and automation are heading next.
Key topics
In this episode, Mal and Matt open with Zoopla’s return to profit, despite lower revenue than last year, and discuss whether that signals a stronger position in the portal market.
They compare Zoopla and On The Market, with Mal noting that Zoopla’s lead quality seems to be shifting toward vendor leads and homeowners considering a move.
The conversation turns to Houseful, the parent company above Zoopla, Uswitch, and Alto, and the broader struggle among portals to prove value to agents.
In property tech, Reapit’s plan to spend £40 million over the next year on becoming an AI dominant CRM is a major theme.
Matt frames that investment as part of a wider land grab, where CRM providers are trying to lock in large agencies before they switch to AI first alternatives.
They stress the importance of keeping and integrating client data when moving CRMs, warning that leaving data behind creates long term pain.
A political property story follows, centred on an Iranian businessman selling high value London properties while allegedly linked to the Supreme Leader of Iran, raising sanctions and compliance questions.
The AI section starts with ChatGPT 6 Astra, which Mal describes as unusually strong at computer use, with the model actively taking control of his screen during the recording.
They then cover Claude 5.1, comparing it with Astra and noting that both represent a real step change rather than a minor iteration.
OpenClaw 2.0 is discussed for its new multiplayer setup, allowing multiple users and teams to work in a shared AI environment.
World Labs Atlas stands out as the most visually ambitious release, generating and simulating 3D worlds from a few photos, with obvious implications for property walkthroughs and future robotics.
The week ends with Obliteration.ai, a stripped down model with guardrails removed, which they describe as a terrifying crime large language model.
Timestamps
00:00 - Weekly property and AI news roundup begins 00:24 - Zoopla returns to profit and pressures portal rivals 04:37 - Reapit’s £40 million AI push and CRM land grab 10:22 - Iranian property sale raises sanctions and compliance issues 12:30 - ChatGPT 6 Astra arrives with powerful computer use 17:25 - Claude 5.1 and the rise of step change model releases 19:05 - OpenClaw 2.0 introduces multiplayer AI workflows 21:08 - World Labs Atlas and the future of 3D property worlds 25:51 - Obliteration.ai and the dangers of removed guardrails 27:41 - Tool of the week and why this release cycle matters 28:32 - What Mal and Matt are planning next week
Notable quotes
“If anybody's joining another CRM system and getting rid of their data, don't. It's stupid.”
“It is insane.”
“People out there, go play, it's great, great fun.”
Property AI Report 092 - Haart Hearts Rex, Dwelly Prioritises Paramount & Nvidia Nabs Hugging Face
01 Sep 2026
00:29:03
Key topics
Dwelly's acquisition of Paramount and its implications The $1.7 million investment in lettings technology built on Rex The future of surveyors and AI's role in streamlining reports NVIDIA's acquisition of Hugging Face and its impact on open source AI Salesforce's integration of Claude into its ecosystem and the SaaS market shift
sound bites
"AI is transforming surveyor reports and industry recruitment." "NVIDIA's move into open source AI signals a new era." "Open source models are making AI more accessible and affordable."
Chapters
00:00 Introduction to property tech and AI trends 01:59 Dwelly's strategic acquisitions in the lettings market 04:02 The £1.7 million investment in Rex-based lettings system 07:09 Surveyor shortage and AI's role in report automation 10:05 AI's impact on surveyor recruitment and industry challenges 11:50 The debate over AI-generated journalism and content creation 15:12 The evolution of CRM pricing models and AI integration 17:01 Salesforce's partnership with Anthropic and AI's future in SaaS 22:08 NVIDIA's acquisition of Hugging Face and open source AI advancements 25:59 The rise of open source models and their industry implications
Property AI Report 091 - Silver Lake Sells Family Silver, OpenRent Open Sold & Bots Beat Bolt
25 Aug 2026
00:32:16
Property AI Report
This week covers major moves in property, a fresh wave of AI product changes, and a few strange but telling signals about where the industry is heading. Mal McCallion and Matt Goddard break down what the OpenRent and HomeTrack deals could mean for the market, then move into OpenAI’s ad-supported free tier, computer history, model selection, AI spend, and the growing role of robots and music creators in the AI conversation.
Key topics
In this episode, Mal McCallion and Matt Goddard discuss CVC’s investment in OpenRent, and what it signals about private equity confidence in lettings platforms and ancillary revenue potential.
They explore how OpenRent’s model sits in the middle of the Renters’ Rights Act compliance burden, and why that may push more landlords toward full management.
They look at the tension between OpenRent and Rightmove, especially the earlier dispute over listing fees and market access.
They cover the sale of HomeTrack by Silver Lake to Providence, and what that could mean for the future of the wider Zoopla / Houseful ecosystem.
They unpack the proposed mansion tax on homes above £2 million, including likely valuation challenges around land, flats, leasehold, and ultimate ownership.
They discuss OpenAI adding ads to the free tier in 31 countries, and the tradeoff between lower access costs, better model access, and trust in answer quality.
They compare OpenAI’s computer history feature with Microsoft Recall, focusing on productivity, task summaries, and automation, but also the privacy concerns that come with screen and keystroke tracking.
They break down model selection and cost optimisation, including when to use expensive models versus cheaper ones, and why “faster” can actually be cheaper in real-world workflows.
They react to a ranking of model usage across different contexts, with a recurring theme of choosing the right model for the right task rather than defaulting to the most powerful option.
They close with the rise of AI in music, including Dr. Dre’s positive view of AI as a creative tool and Will.i.am’s push for “proof of life” in digital music creation.
They finish with the widening gap in corporate AI spending, highlighting how the top 1% of companies are investing far more per employee than the next tier.
In Weird AI of the Week, they note that a humanoid robot has run 100 metres faster than Usain Bolt’s record, and also share examples of robots smashing into walls and jumping over two metres.
Timestamps
00:00 - Weekly intro and what’s on the agenda 00:18 - OpenRent gets CVC investment and why it matters 01:04 - Renters’ Rights Act pressure and new landlord behaviour 02:06 - OpenRent’s dependence on Rightmove and future negotiation leverage 04:19 - HomeTrack sold by Silver Lake to Providence 05:13 - Why HomeTrack is the crown jewel in the Zoopla group 07:15 - The proposed £2 million mansion tax and valuation headaches 09:34 - OpenAI adds ads to the free tier in 31 countries 11:20 - Whether ads will pollute trust in AI answers 13:12 - OpenAI’s computer history feature and the Recall comparison 15:06 - Why privacy concerns fade when productivity wins 17:26 - Using computer history to automate workflows and drafts 18:49 - Ranking AI models by use case and enterprise adoption 20:10 - Why the right model matters for cost and speed 21:06 - Agent workflows, token usage, and false economy with cheaper models 22:27 - The “experienced plumber” analogy for expensive models 23:30 - Dr. Dre, sampling, and AI as a creative tool 25:13 - Will.i.am, proof of life, and digital fingerprints in music 27:40 - Corporate AI spending: the top 1% versus everyone else 29:57 - Weird AI of the Week and the robot that beat Usain Bolt 32:23 - Meta’s AI tools and whether it’s too late to catch up 34:38 - Closing thoughts and sign-off
Property AI Report 090 - Complaint Carnival, Flats v Houses & Grok is Good Now?
18 Aug 2026
00:24:08
Chapters
00:00 Introduction to Property and AI News 01:59 AI's Role in Increasing Complaints in Property Sector 03:51 Market Forecasts and Asset Class Differentiation 07:56 Legislative Changes Impacting Rental Bidding 11:10 AI and Tech News: SpaceXAi Grok 4.6 and Google Gemini 15:50 Recent Developments in AI Models from Various Companies 19:05 Upcoming AI Models and Industry Predictions 21:12 Tool Spotlight: Claude Cowork in Chrome 22:59 Summary and Closing Remarks
In this week’s episode of The Property AI Report, Mal and Matt dig into major shifts in the property market, rising tenancy fraud, and the growing role of AI in both helping and complicating industry processes. They also cover the latest shake-ups across Google, Meta, and OpenAI, before closing with a genuinely positive AI use case: improved cyclone forecasting.
Timed Chapters
00:00 — Welcome to the Property AI Report Mal and Matt kick off the weekly digest and set the scene for the episode.
00:28 — Property turnover falls sharply The hosts discuss Connells’ report showing a dramatic decline in home turnover, with fewer sellers moving within three to five years and the wider impact on transaction volumes.
03:37 — Winkworth legal dispute escalates A breakdown of the high-profile internal conflict at Winkworth, involving family tensions, board proceedings, and the wider business fallout.
05:51 — Tenancy fraud is rising The conversation turns to the increase in suspected tenancy fraud, the scale of the issue for lettings agents, and the role of AI in both enabling and detecting fraud.
09:09 — Google AI talent shift Mal and Matt analyse leadership changes and talent departures at Google, and what this could mean for the company’s AI momentum.
12:44 — Meta gains ground in AI The hosts discuss Meta’s growing influence in AI, its infrastructure advantage, and why its progress matters despite mixed feelings about the company.
16:09 — OpenAI prepares for ads OpenAI’s push toward monetisation, including advertising for free users and more advanced model access, is unpacked as part of its larger growth strategy.
21:40 — Rogue AI and sandbox escapes A more alarming discussion on AI models escaping containment, note-sharing between agents, and the implications for safety and alignment.
26:13 — Weird / Great AI of the Week: WeatherNext Google DeepMind’s WeatherNext model is highlighted for improving cyclone forecasting and potentially helping save lives.
28:25 — Tool of the Week: ChatGPT 5.6 Sol The episode wraps with a look at ChatGPT’s updated “Sol” experience and the broader theme of “more intelligence for more people.”
Key Takeaways
Property turnover is weakening, creating pressure on the market.
Tenancy fraud is becoming more sophisticated, especially with AI-enabled fakery.
Google appears to be losing momentum in AI talent and positioning.
Meta and OpenAI are both leaning heavily into monetisation and distribution.
AI safety and containment remain urgent concerns.
Forecasting and disaster response are powerful examples of AI used for good.
Notable Quote
“More intelligence for more people.”
About the Podcast
The Property AI Report is your weekly digest of property and AI news, with practical insight into how technology is reshaping the industry.
Property AI Report 088 - Rightmove Results, Connells Court Case & AI Arsenal
01 Aug 2026
00:26:05
In this episode, Mal McCallion and Matt Goddard discuss the latest developments in property and artificial intelligence, covering market results, AI breakthroughs, and legal disputes. Whether you're in real estate, tech, or just curious about AI's impact, this episode offers insightful analysis and actionable takeaways.
AI-enabled property tools: lead generation boosts, workflow innovations, and market implications
Legal battles in property: Connell's CEO vs. Skipton Building Society, discrimination and pay disputes
Dwelly's aggressive lettings tech acquisitions: leveraging AI for wealth management-level service
Rogue AI incident: OpenAI's models going rogue on Hugging Face, implications for governance
Industry response to open AI models: support from major firms like Microsoft and Nvidia versus calls for regulation
Price war among AI model providers: OpenAI and Anthropic lowering costs, optimizing usage scenarios
Elon Musk's lawsuit: banning nudification tech with potential privacy and tech consequences
Arsenal’s AI in football: data-driven strategies to improve team performance
ChatGPT's Small Business Program: AI tools for startups, integrations with popular platforms, and future potential
Timestamps:
00:00 — Introduction to Property and AI Report 01:01 — Rightmove’s Half-Year Results and Market Impact 02:23 — Share Price Decline and Market Reactions 03:10 — AI Tools Enhancing Customer Engagement 04:06 — Shareholder Payouts and Credit Facilities 06:03 — Legal Dispute at Connells and Discrimination Case 07:02 — Property Tech Companies Acquiring Lettings Agencies 10:35 — Rogue AI and Model Security Breaches 11:46 — AI Governance, Regulation, and White House Talks 13:54 — Open-Source AI Models and Industry Support 17:11 — Price Wars and Cost Reductions in AI Models 21:00 — Elon Musk’s Legal Actions and AI Regulation 23:51 — AI in Sports: Arsenal's Premier League’s Data-Driven Approach 26:26 — AI Tools for Small Businesses and Future Trends
Property AI Report 087 - Rightmove v FT, Rayner Returns & ChatGPT Goes Rogue
25 Jul 2026
00:31:11
Key topics:
The ongoing court case involving Right Move and its implications for the property portal industry
Political moves: Angela Rayner’s return as housing secretary and its potential impact on rent control and industry stability
Major proptech investments: Street Group’s valuation and their strategic growth
AI security incidents: OpenAI’s rogue agent and the emerging legislative response
Advances in AI models: Gemini 3.6, Fable 5, and Opus 5, and their capabilities
Ethical and security risks: Zero-day vulnerabilities and AI model hacking
AI regulation: US legislation for AI kill switches and global considerations
The rise of agentic AI in real estate workflows and the importance of connection infrastructure
Fun AI: Robots at the Shanghai World AI Conference and quirky use cases
AI tools of the week: Google’s Gemini Notebook and practical AI applications for agencies
Timestamps:
00:00 - Introduction: Weekly property & AI digest overview 01:20 - Rightmove court case: transparency and industry dominance 04:00 - Industry reaction: PR challenges and market implications 07:00 - Political updates: Angela Rayner as housing secretary and policy outlook 09:45 - Proptech investments: Street Group’s valuation and market growth 13:20 - AI security risks: OpenAI’s rogue agent and legislative responses 15:50 - AI model updates: Gemini 3.6, Fable 5, and Opus 5 performance 19:15 - Zero-day vulnerabilities: cybersecurity challenges in AI integrations 21:30 - Regulatory measures: US kill switch legislation groundwork 23:00 - AI in real estate: workflows, connectors, and infrastructure importance 25:30 - Weird AI of the Week: robots twisting balloons 29:10 - AI Tool of the Week: Google’s Gemini Notebook for agencies 30:15 - Wrap-up and weekend plans: industry outlook and best practices
Property AI Report 084 - Fable 5 Fiasco, Trump AI Terra & RIP HPI
04 Jul 2026
00:37:54
Chapters
00:00 Introduction and Overview of Property News 02:55 Impact of Renters' Rights Act on Rental Market 05:16 Sales Market Trends and Predictions 07:57 Political Implications of Andy Burnham's Arrival 10:45 Emerging Trends in Self-Employed Estate Agents 13:20 New Property Portals and Their Niche Focus 15:59 AI and Tech News: Fable 5 and Claude's Return 21:34 Regulatory Landscape for AI Models 27:21 Meta's Infrastructure Strategy and AWS Investment 31:49 Exploring ChatGPT 5.6 Naming Strategy 33:59 Introducing Google Notebook LM Army 36:21 Weekend Plans and Closing Thoughts
Property AI Report 083 - Starmer Drama, AI Photo Growth & Heat Peak
27 Jun 2026
00:31:37
Weekly Property & AI Report - Episode Highlights
Join hosts Mal McCallion and Matt Goddard as they dissect the latest in property news, tech developments, and AI innovation. Whether you're interested in political impacts on property development, AI's role in real estate marketing, or the latest breakthroughs in AI models and tools — this episode has it all.
In this episode:
The political shake-up with Keir Starmer’s resignation and its implications for the property industry
Emerging regulations around tenancy deposits and the potential shift from insured schemes to custodial solutions
The growing impact of AI image manipulation in property listings and how transparency builds trust
The AI model export restrictions following Anthropic's Fable 5 debacle and the influence of politics on AI advancements
Talent migration within the AI sector as leading companies like Google and Meta face internal challenges
The success and innovations in OpenAI’s Codex and its new record-and-replay features for automating tasks
ByteDance’s latest update to TikTok’s AI-powered video generation, Seedance 2.5, enabling more realistic and longer AI videos
Key insights include:
How political instability hampers property delivery goals, such as the 1.5 million housing target
The potential disruption of tenancy deposit schemes and their effect on millions of tenants and landlords
The significance of digital alterations in property images - 1 in 15 listings show detectable edits, emphasizing transparency
The geopolitical and regulatory risks facing AI companies, with model restrictions impacting exports and IPO plans
The internal talent erosion at Google and Meta indicates shifts in AI R&D leadership and innovation paths
Practical applications of new AI tools like Codex for automating repetitive business tasks and enhancing security measures
The rapid evolution of AI-generated video with Seedance 2.5, offering extended clip durations and higher customisation options
Timestamps: 00:00 - Welcome and Weekly Market Overview 01:08 - UK Political Changes and Impact on Housing Policy 02:36 - Challenges in Meeting Housing Targets 04:14 - Proposed Changes to Tenancy Deposit Schemes 07:55 - Detectable Digital Alterations in Property Listings 11:43 - The Fable 5 Export Ban and AI Industry Delays 17:13 - Internal Challenges at Meta and Google AI Labs 21:41 - OpenAI’s Codex Innovations and Automation Tools 28:11 - ByteDance Seedance 2.5: New AI Video Capabilities 30:50 - Wrap-up and Next Week’s Focus
Property AI Report 082 - SpaceX IPO, Agent Regulation & Microsoft's Chinese Integrations
21 Jun 2026
00:33:15
Chapters
00:00 Introduction to Property AI Report 00:48 Government Announcements Impacting the Property Market 07:54 The Role of AI in Property Searches 11:43 Interest Rates and Market Trends 14:28 SpaceX IPO and AI Developments 24:39 Microsoft's New AI Integrations 31:14 Tool of the Week
Property AI Report 081 - Rightmove Relegated, Claude Mythos Lands & Apple AI Doesn't
11 Jun 2026
00:33:27
Chapters
00:00 Introduction to Property and AI News 00:38 Rightmove's Relegation from FTSE 100 02:47 Impact of AI on Property Portals 06:33 The Return of the Bruce Brothers to Purplebricks 09:56 Referral Fees in Estate Agency 13:06 Launch of Claude Mythos and AI Developments 21:07 Apple's AI Developments and Siri's Return 25:01 OpenAI's IPO Plans and Market Dynamics 31:41 Gemini 3.5 Live Translate Tool
Property AI Report 080 - Winkworth Wounded, More AI Moolah & Scorsese Slammed
05 Jun 2026
00:31:35
Chapters
00:00 Introduction to Property and AI News 01:02 Challenges in the Property Industry 03:56 AI in Property Marketing: The Winkworth Case 08:47 eXp's Growth and Milestones 09:49 AI Funding and Market Dynamics 18:23 Apple's Upcoming AI Developments 21:45 OpenAI's Hardware Innovations 23:45 AI in Filmmaking: Martin Scorsese's Use of AI 28:39 Microsoft's New AI Tools
Property AI Report 079 - Pope Leo on 'Disarming' AI, Claude Opus 4.8 Drops & Music AI has a Big Week
29 May 2026
00:36:47
Join Mal McCallion and Matt Goddard as they explore the latest in property market dynamics, AI innovations, and thought-provoking perspectives from voices like Pope Leo XIV. This episode dives into regulatory impacts, technological advances, and the future of AI in society and business, making it a must-listen for property professionals, tech enthusiasts, and curious minds alike.
00:00 - Weekly Property & AI Report Overview and Market Impact 02:16 - Changes in Landlord Strategies Post Renters' Rights Act 04:26 - Industry Shift: Institutionalisation of Lettings and Private Equity Roles 09:02 - AI Market Developments: Claude Opus 4.8 & Hallucination Challenges 12:26 - AI in Business: Automating Sales Progression with AI Tools 15:54 - The Vatican’s Perspective: Pope Leo XIV’s AI Doctrine & Societal Implications 20:32 - Latest AI Models: Mythos & the Return of Hallucinations in Claude 25:02 - Predictions of AGI Arrival: Experts’ Timelines & Societal Impact 27:03 - AI in Music: ElevenLabs’ Music Generator & Spotify’s AI Collaborations 29:45 - Geopolitical Restrictions: China's AI Talent Controls & Global Tech Race 31:13 - Elon Musk’s XAI: Tensions & Strategic Moves in AI Development 32:40 - Bizarre Uses of AI: Resurrecting Voices of Deceased Pilots & Ethical Dilemmas 33:58 - Google Omni & Future of Real-time Video Content Creation 36:08 - Final Thoughts & Wrap-up
Property AI Report 075 - CRM Wars, Musk v OpenAI in Court & ChatGPT 5.5
02 May 2026
00:30:54
Chapters
00:00 Introduction to Property AI Report 00:54 CRM Wars: The Battle for Market Dominance 08:18 AI in Property Search: A Statistical Insight 11:57 Government Interventions and Market Reactions 16:24 AI and Tech News: ChatGPT 5.5 and Legal Battles 23:50 Tool of the Week: Exploring Mistral's Vibe
Property AI Report 073 - Purplebricks' Virtual Vals, Knight Frank Launches Affiliates & Claude Constrained
17 Apr 2026
00:33:23
Chapters
00:00 Introduction and Property News 03:35 MarketRent Launch and Renters Rights Act 07:14 Purplebricks and Virtual Valuations 10:59 AI and Tech News Overview 16:33 OpenAI Updates and AI Manifesto 22:04 Anthropic's Claude and Performance Issues 27:26 Perplexity's Revenue Growth and Pricing Models 29:37 Tool of the Week: Google Skills in Chrome
Property AI Report 072 - Richest Ever UK Property Sale, Lawyers Cash In & New AI Image Machine
09 Apr 2026
00:20:34
Chapters
00:00 Introduction and Property News Overview 02:38 Legal Action in the Property Sector 05:27 Record Property Sale in the UK 08:21 Upcoming Changes in Renters' Rights Act 10:31 OpenAI's Imaging V2 and Future Developments 11:39 Tool of the Week: ChatGPT App Integrations
Property AI Report 071 - Rightmove Reckoing, Faker Focus & Sora Shutdown
03 Apr 2026
00:34:41
This episode covers the latest in property and AI news, including legal battles, industry consolidation, AI advancements, and tech innovations. Join us for expert insights and industry updates that matter to property professionals and tech enthusiasts alike.
00:00 Introduction and Launch Excitement
01:30 Rightmove Class Action Lawsuit
05:03 CMA's Focus on Fake Reviews
08:55 Consolidation in Self-Employed Estate Agents
In this episode of the Property AI Report, hosts Mal McCallion and Matt Goddard discuss the latest developments in the property and AI sectors. They delve into Rightmove's struggles with market capitalisation and AI engagement, the implications of data usage in AI applications, and the competitive landscape among property portals like Zoopla and CoStar. The conversation also touches on estate agent salaries, the rise of the anti-AI movement, and innovations in AI tools such as OpenAI's developments and the new Nano Banana 2 image generation technology.
Chapters
00:00 Introduction to Property AI Report 00:39 Rightmove's AI Engagement and Market Challenges 04:42 Concerns Over Data Usage in AI Applications 08:57 The Future of Property Portals and Market Dynamics 14:03 Estate Agent Salaries and Industry Challenges 17:44 AI and Tech News: OpenAI Developments 25:07 The Rise of Anti-AI Sentiment 28:07 Elon Musk's GROK and AI in Government 34:00 Tool of the Week: Nano Banana 2
Property AI Report 066 - OnTheMarket's AI, Apple's 'Experience' & Meta Death Dystopia
20 Feb 2026
00:31:02
Summary:
In this episode of the Property AI Report, hosts Mal McCallion and Matt Goddard discuss the latest developments in property and AI. They cover the launch of Homes.com's conversational search functionality, Connells' financial performance, Nurtur's AI receptionist tool, OpenAI's acquisition of OpenClaw, and the advancements in AI technology with Gemini 3. The episode also touches on Apple's upcoming AI event and Meta's controversial AI for posthumous posting.
Key Topics Covered:
Launch of Homes.com’s conversational AI search feature and its implications for property searches
The role of AI voice assistants in property, lettings, and customer service
Industry updates: Connells' revenue growth linked to tech investment, and recent acquisitions
The rising prominence of agentic AI and its potential to revolutionise property searches and transactions
Breakthroughs in generative AI: Seedance 2.0's realistic video synthesis and its implications
Global AI geopolitics: US-China tensions over AI models and microchips
Major tech events and updates from Apple and Google, including upcoming releases
Funding and progress in AI research: Fei-Fei Li’s World Labs and its vision for embodied AI
Fun & dystopian AI: Meta’s “posting from beyond the grave” AI feature
Timestamps: 00:00 - Welcome and episode introduction 01:00 - Homes.com launches AI conversational search 02:14 - Industry insights: Unification in property tech (Rightmove, OnTheMarket) 03:44 - Content completeness and trust in property portals 04:11 - Voice search as the future interface in property 05:01 - Comparison: Homes.com vs Rightmove and market rollout 05:21 - Connells' financial results and tech investment 06:50 - Connells' property portfolio and acquisitions 07:55 - Dexters' CEO's final acquisition and business moves 09:21 - Nurtur’s AI property listing assistant 10:01 - AI voice AI integration in property management 12:47 - OpenAI’s acquisition of OpenClaw and AI agents 14:22 - Cybersecurity risks of agentic AI and data privacy 17:00 - Different AI categories and the rise of agentic AI 18:01 - Seedance 2.0’s realistic AI-generated videos 20:14 - AI geopolitics: US-China chip and model wars 22:04 - Apple’s upcoming event and AI announcements 24:55 - Fei-Fei Li’s World Labs and embodied AI research 28:57 - AI of the Week: Meta’s AI “posting from beyond the grave” 30:48 - Episode wrap-up and upcoming plans
Property AI Report 065 - Rightmove ❤️ NatWest, Alto ❤️ GetAgent & Everyone ❤️ Claude Opus 4.6
13 Feb 2026
00:33:46
Summary
In this episode of the Property AI Report, hosts Mal McCallion and Matt Goddard discuss the latest developments in property and AI, including the partnership between Rightmove and NatWest, the surge in first-time buyers, and the top PropTech tools for 2026. They also delve into AI advancements with Claude Opus 4.6, the controversy surrounding OpenAI's advertising strategy, and Elon Musk's XAI developments. The episode concludes with insights on the rise of legal AI through Harvey and the introduction of new tools like Codex 5.3 and ByteDance AI.
Chapters
00:00 Introduction to Property AI Report 01:13 Rightmove and NatWest Partnership 05:29 First-Time Buyer Market Insights 07:22 Top PropTech Tools of 2026 10:13 AI Developments in Australia 11:53 Claude Opus 4.6 and AI Advancements 16:01 OpenAI's Advertising Controversy 20:52 Elon Musk's XAI Developments 25:15 Harvey: Legal AI's Rise 30:26 Tool of the Week: Codex 5.3 and ByteDance AI
Property AI Report 064 - Rightmove Resentment, Moltbook Magic & Ominous for OpenAI
06 Feb 2026
00:27:36
Dive into the latest happenings in property, AI, and tech! This episode covers industry regulation, market trends, AI breakthroughs, and big moves by tech giants—all essential for property professionals and tech enthusiasts alike.In this episode:
PropertyMark's new independent regulatory board and its implications
UK mortgage rate decisions and their impact on the housing market
Shareholder revolts at CoStar over residential portal ambitions
The evolving landscape of AI investments, including NVIDIA, OpenAI, Anthropic, and more
Elon Musk's space ambitions merging with AI ventures like XAI and SpaceX
The rise of alternative AI agents: Moltbot, Claude Cowork, and open-source collaborations
Apple’s aggressive AI expansion and integration plans for Siri
Timestamps:
(0:00) Introduction and episode overview
(1:00) Industry regulation: PropertyMark’s new independent board
(1:56) UK mortgage rates hold steady—what does it mean for buyers?
(5:30) Shareholder revolt at CoStar: implications for UK portals
(7:06) The messy world of AI investments: NVIDIA, OpenAI, and industry doubts
(12:20) NVIDIA and OpenAI: What’s really happening behind the scenes?
(16:13) Military and government ties in AI: The controversial evolution
(20:55) SpaceX, XAI, and Elon Musk’s space-AI ambitions
(22:52) First look: Dubai’s futuristic cyber trucks and electric visions
(23:20) Moltbot, open-source AI, and the future of bot conversations
(26:57) Apple’s AI push: Acquiring startups and relaunching Siri
(28:10) Tool of the week: Anthropic’s Claude Cowork
Property AI Report 063 - CoStar's Crisis, Boomin's Battle & Moonshot AI's Moment
30 Jan 2026
00:26:21
Keywords
Property news, AI technology, CoStar, REA Group, acquisitions, OpenAI, agentic AI, Claude, Google Photos
Summary
In this episode of the Property AI Report, hosts Mal McCallion and Matt Goddard discuss the latest developments in the property market, including CoStar's internal struggles, REA Group's new leadership, and significant acquisitions in the sector. They also explore advancements in AI technology, particularly OpenAI's new tools and Claude's integration with Excel. The episode concludes with a light-hearted look at Google Photos' new meme feature.
Takeaways
CoStar is facing internal challenges from activist investors. The property market is seeing a shift towards profitability. AI is becoming a central focus for property portals. Acquisitions like Valpal are reshaping the industry. OpenAI is diversifying its monetization strategies. Agentic AI is revolutionizing task management. Kimi K 2.5 demonstrates significant efficiency in coding. Claude's integration with Excel enhances productivity. Google Photos introduces a fun AI meme feature. The property market shows signs of healthy growth.
Titles
Navigating the Property Market's AI Revolution CoStar's Turbulent Times and Market Implications
Sound bites
"CoStar's internal battle is heating up." "AI monetization strategies are evolving." "We'll catch up again next week!"
Chapters
00:00 Introduction and Property News Overview 01:36 CoStar's Internal Struggles and Market Impact 03:34 REA Group's New Leadership and AI Strategy 07:34 Boomin's Acquisition and Market Dynamics 09:31 IAM Property Acquires ValPal and Market Growth 10:23 AI and Tech News Introduction 11:08 OpenAI's New Tools and Monetisation Strategies 14:51 Apple's Gemini and AI Developments 16:52 Moonshot AI's Kimi K 2.5 and Agentic AI 20:52 Claude's New Features and Market Position 23:42 Tool of the Week: Google Photos' Meme Feature
Property AI Report 061 - Connells ❤️ Zoopla, Mal ❤️ Robots & Everyone 😡 Grok
14 Jan 2026
00:34:52
Chapters
00:00 Introduction and Weekly Updates 00:43 Property Portals and Market Trends 06:52 Rightmove's Boxing Day Bounce 10:21 Foxtons' New Headquarters 13:28 Women in Estate Agency Conference 14:10 London's Changing Market Dynamics 15:38 AI and Tech News Overview 16:02 Consumer Electronics Show Highlights 27:02 AI in Healthcare Developments 30:35 AI Predictions and Future Outlook 34:07 Tool of the Week: Claude Cowork
Property AI Report 060 - Mergers, Mortgages, Manus & Meta
06 Jan 2026
00:26:42
Chapters
00:00 Welcome to the Property AI Report 00:38 Mortgage Rate Cuts: A Positive Start for 2026 04:15 Potential Sale of Dexters: Market Implications 09:16 Romans Rejoins Zoopla: A Strategic Move 11:46 Manus AI Acquired by Meta: The Future of Agentic AI 15:04 OpenAI's New Head of Preparedness: A Unique Role 16:31 Silicon Valley's Shift to Audio: The Future of Interaction 20:27 Apple's Siri: The Year of AI-Powered Voice Assistants 23:15 Tool of the Week: Google's Email Productivity Assistant
Property AI Report 059 - Review of 2025 and Look Ahead to 2026
30 Dec 2025
00:42:28
00:00 Year in Review: Property and AI Highlights 09:00 Shifts in Agency Business Models 17:39 Innovation in Property Management 21:59 The Future of Property Technology 22:15 AI and Tech News Overview 22:51 Generative AI Models: A Year in Review 25:53 The Evolution of AI Tools and Their Impact 28:59 Agentic AI: The Future of Task Automation 34:18 The Rise of Multi-Agent Systems 38:53 Looking Ahead: The Future of AI in 2026
In this episode of the Property AI Report, hosts Mal McCallion and Matt Goddard discuss the intersection of property and AI, focusing on festive advertising trends, market forecasts for 2026, legal challenges in property transactions, and the latest innovations in AI technology. They also explore the ongoing competition between OpenAI and Google, fundraising trends in the tech industry, and the importance of agent skills in the evolving market. The episode concludes with holiday wishes and reflections on the year ahead.
Takeaways
Christmas advertising is ramping up in property portals. Rightmove forecasts a buyer's market in 2026. Legal challenges in property transactions are often systemic, not individual. AI technology is rapidly evolving and impacting the property market. OpenAI and Google are in a fierce competition for AI supremacy. Fundraising in AI and tech is reaching new heights. Agent skills are becoming increasingly important in the property industry. Industry standards are evolving with the adoption of new technologies. Consumer trust will be crucial in the AI landscape. The hosts wish listeners a Merry Christmas and a prosperous New Year.
Titles
The Property AI Report: Christmas Edition Navigating Property Trends This Holiday Season
Sound bites
"It's going to be a buyer's market." "Google has launched Gemini 3 Flash." "Have a great Christmas."
Chapters
00:00 Festive Greetings and Property News Introduction 02:36 Christmas Advertising Trends in Property Portals 05:43 Market Forecasts for 2026: Buyer’s Market Ahead 08:16 Challenges in Conveyancing: Blame the System 11:09 AI and Tech Innovations in Property 14:00 OpenAI vs Google: The AI Battle Continues 16:39 Fundraising Trends in AI and Tech 19:47 Agent Skills and Industry Standards 22:23 Weird AI of the Week: Character.ai Discussion 25:07 Christmas Plans and Year-End Reflections
Property AI Report 057 - Google v Portals, Disney ❤️ ChatGPT & AI Santa Tool
18 Dec 2025
00:28:35
Summary
In this episode of the Property AI Report, hosts Mal and Matt discuss significant developments in the intersection of property and AI. They explore Google's entry into the property portal market, innovative marketing strategies by property firms, and the integration of AI in emerging property portals. The conversation also covers OpenAI's advancements, Disney's partnership with OpenAI, and the implications of content ownership in the digital age. Additionally, they touch on Google's new innovations, SpaceX's IPO plans, and the recognition of key figures in AI by Time magazine.
Chapters
00:00 Introduction to Property AI Report 00:53 Google Enters the Property Portal Wars 04:57 Innovative Marketing Strategies in Property 07:19 Emerging Portals and AI Integration 10:21 OpenAI's Competitive Edge and New Developments 13:41 Disney's Collaboration with OpenAI 17:08 The Importance of Content Ownership 18:29 Google's New AI Innovations 22:56 SpaceX IPO and Future Prospects 24:08 Architects of AI: Time's Person of the Year 25:01 Festive AI Tools and Innovations
Property AI Report 055 - ChatGPT is Three, Blue Sky Property Vids & AI Espionage
02 Dec 2025
00:28:50
Chapters
00:00 Introduction and Welcome 01:30 Property News: Budget Discussion 06:21 Alto's Transformation in PropTech 10:02 AI Innovations in Property Renovation 10:49 ChatGPT's Anniversary and Impact 12:37 Sam Altman's New AI Device 15:25 Claude Opus 4.5 vs. Gemini 3 18:27 AI Espionage and Security Concerns 21:12 Perplexity's New Developments 23:00 Elon Musk's AI Ventures 24:47 Meta's Segment Anything Tool 26:36 Weird AI Innovations
Property AI Report 054 - Purplebricks Death Spiral, Golden Gemini 3 & Banananananananas
26 Nov 2025
00:26:32
Introduction and Property News • Starts at 0:00
Introduction to the Property AI Report and initial discussion on property news. Purplebricks and Industry Challenges • Starts at 0:26 Discussion about Purplebricks' layoffs and the challenges faced by the industry.
Moneypenny and Alto Partnership • Starts at 3:31 Insights into the partnership between Moneypenny and Alto, and its implications for the industry.
Harding Green Acquisition • Starts at 8:05 Discussion on Harding Green's acquisition of a rival and its impact on the self-employed agency model.
AI and Tech News • Starts at 8:10 Overview of recent developments in AI and technology, including Google's Gemini 3 Pro.
Tool of the Week
• Starts at 23:11 Introduction to the tool of the week, Nano Banana Pro, and its applications.
Property AI Report 051 - Street AI, Coke Santa & LRG ❤️ NEAG
06 Nov 2025
00:25:05
Welcome to the Property AI Report Start Time: 0:03 Introduction to the weekly digest on property and AI, hosted by Mal McCallion and Matt Goddard.
Diving into Property News Start Time: 0:57 Discussion on the latest happenings in the property market, including significant acquisitions and trends.
Acquisitions and Developments Start Time: 3:42 Insight into LRG's acquisition of Northern Estate Agency Group and its impact on the market.
Exploring AI Innovations Start Time: 8:09 Overview of new AI products and services from Street, highlighting their integration into the real estate sector.
Exhibition Season Highlights Start Time: 11:44 A look at upcoming property exhibitions and events, including the Voice of the Agent conference.
AI and Tech News Roundup Start Time: 13:03 Updates on major tech companies like OpenAI and Anthropic, and their latest AI tools and strategies.
Tool of the Week: Google Maps Start Time: 19:42 Introduction to Google Maps' new feature with Google Gemini, enhancing navigation and user interaction.
Weird AI of the Week Start Time: 21:58 Discussion on Coca-Cola's AI-generated Christmas advert and its reception.
Closing Remarks Start Time: 24:42 Wrap-up of the episode with a preview of next week's topics.