A Founder’s Game is Never Over

A year ago we were written off by everyone. Fast forward 12 months, and we’ve smashed another record.

This past month, our real estate users generated over 10K new property listings using overwrite.ai 📈

So today when you browse any of the UAE’s leading property portals, you’re seeing thousands of adverts written by our GenerativeAI engine.

We’re banging out content to an industry that just can’t get enough of it.

The interesting part is that we’re not a gpt-wrapper app.

You see, we built our Language Model from scratch in 2021. Proprietary. And Bootstrapped.

When ChatGPT took the world by storm in November ’22, nearly every investor I spoke to expected it to be an existential threat to us.

I had faith in our strategy and our product. But I won’t lie, there were times even my faith was tested. Hard!

You must be thinking, what did we do to get more user engagement now than ever before?

Here’s the funny thing. We did nothing.

We haven’t actually changed anything in our product. Nor have we spent a penny more on customer acquisition.

We just stuck to our core belief. That we’d built a brilliant solution to a genuine problem.

Our Customers agree. So I dedicate this Win to them. And to the 24SIX9 Founders Community of Soldiers that have helped me keep the faith.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog


About overwrite.ai

overwrite.ai is a multi-product deep-tech startup that develops proprietary Artificial Intelligence solutions to address inefficiencies in the MENA region’s massive +$3 trillion real estate economy.


overwrite | real estate content creation, reimagined

AI Is The Great Equalizer

The past few months I’ve been mulling over a series of studies economists have conducted on the value of artificial intelligence in the workplace. How much, they wanted to know, does AI help white-collar professionals do their jobs? The productivity gains they’ve observed are substantial: AI is clearly making us better, faster workers. The numbers have prompted AI optimists to predict an economic boom and AI pessimists to worry about a future of fewer jobs.

The question isn’t how much AI helps out around the office but who it helps — and why.

AI, the studies indicate, is making us more productive in a weird way. It’s not helping everyone get better at their jobs. It’s mostly turbocharging workers who are bad at their jobs, while doing little to aid — or even hindering — those who are already productive to begin with. AI, in other words, is raising overall productivity by narrowing the gap between high performers and low performers. It’s equalizing white-collar work — a vast swath of the economy that has always been predicated on the assumption that some people will inherently be much, much better at their jobs than others.

Before we get into the broader implications of the studies, let’s start by reviewing their findings. Economists looked at the impact of AI in six different areas of work:

Creative writing. Researchers tasked people to write a short story, with and without the help of an AI tool for generating ideas. Those who had no spark of their own became as much as 11% more novel and 23% more enjoyable with the help of AI. But the tool didn’t benefit those who were already creative on their own.

Office memos. Researchers had subjects complete writing tasks that are common in professional jobs — think press releases, short reports, delicate emails. Access to AI made everyone faster, regardless of their skill level, by an average of 37%. But when it came to the quality of their writing, AI mostly helped the low performers.

Coding. Software engineers with fewer years of professional coding experience benefited much more from access to GitHub Copilot, an AI coding assistant, than veteran coders did.

Management consulting. Researchers graded professional consultants on18 knowledge-intensive tasks similar to what they actually do in their jobs. Access to GPT-4 boosted the scores of low performers by 43%, compared with only 17% for high performers.

Law school. Researchers administered an exam to law students with and without GPT-4. Students at the bottom of the class got a big performance boost. But access to the tool actually hurt the grades of the students at the top of their class.

Call-center work. Researchers measured the effects of a tailored AI tool that was introduced at a real call center. Novice and low-skilled workers became 34% more productive, while those with more experience and skill saw few benefits. Access to AI even slightly hindered the top performers on some measures, like conversation quality.

Adding to the Economists list is  overwrite.ai. Real estate agents can now significantly improve their efficiency by adopting generative AI. Using overwrite.ai to create property listing descriptions, means real estate agents can focus on higher value tasks, (such as closing deals), instead of time-consuming admin tasks.

So yes, AI boosts productivity in a wide variety of common office tasks, from repetitive work in low-paying call centers to complicated duties at elite management firms. And though most of the studies were hypothetical experiments in a lab — making their findings difficult to extrapolate to the real world — the call-center study looked at actual job performance at an actual company. But it’s how AI increases productivity that should interest us the most. Together, the studies present a strong case that by disproportionately boosting those at the bottom, this new generation of AI tools is narrowing the variation in job performance. In just a few short months, it’s already doing what decades of education have failed to do — it’s equalizing the American workplace.


This column does not necessarily reflect the opinion of overwrite.ai and its owners.

This story has been published from an article in Business Insider published on December 2023.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog


About overwrite.ai

overwrite.ai is a multi-product deep-tech startup that develops proprietary Artificial Intelligence solutions to address inefficiencies in the MENA region’s massive +$3 trillion real estate economy.


overwrite | real estate content creation, reimagined

Authentic to Hallucinate: 2023’s Words of the Year, AI-inspired

In the age of deepfakes, identity crises and Elon Musk, Merriam-Webster Dictionary has announced “authentic” as the Word of the Year for 2023. In its announcement, Merriam-Webster said the word reflects what “we’re thinking about, writing about, aspiring to, and judging more than ever”.

The word “authentic” saw high-volume lookup in 2023 on the back of rising stories and conversations about celebrity culture, identity and social media, it said. Many celebrities, including Taylor Swift and Sam Smith, made headlines with their statements about seeking the “authentic self” and “authentic voice”.

However, the most significant bit in the announcement came in the fifth para, signalling the role of a technological breakthrough that has quickly become ubiquitous – artificial intelligence.

“And with the rise of artificial intelligence—and its impact on deepfake videos, actors’ contracts, academic honesty, and a vast number of other topics — the line between ‘real’ and ‘fake’ has become increasingly blurred,” the announcement read.

The latest entrant into the Word of the Year list speaks of the times we are in, with AI taking centre stage in newsrooms, boardrooms and, well, in pretty much all rooms.

Earlier this year, the Cambridge Dictionary announced “hallucinate” as its Word of the Year 2023. The announcement was followed by the tagline, “When an artificial intelligence hallucinates, it produces false information.”

In a recent feature in Wamda, Ayman Alashkar, the Founder and CEO of overwrite.ai, a leading AI development startup in Dubai, shares insights about Hallucinations and AI. 

“Hallucination is when Large Language Models make things up in order to deliver output, whether accurate or not. In use cases where high accuracy is necessary, LLMs that are output-oriented will, over time, prove inferior to their domain-specific alternatives that prioritise outcomes over output.”

Another lexicon, Collins English Dictionary, went a step further and announced “AI” as its Word of the Year 2023. The announcement said that the use of the word (strictly an initialism) has quadrupled over the past year.

One of the words that “authentic” beat to emerge as a winner was “deepfake”. According to Merriam-Webster, the interest around the word spiked after Musk’s lawyers in a Tesla lawsuit said he is often the subject of deepfake videos and again after the likeness of Ryan Reynolds appeared in a fake, AI-generated Tesla ad.


This column does not necessarily reflect the opinion of overwrite.ai and its owners.

This story has been published from an article in Business Standard published on November 2023.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog


About overwrite.ai

overwrite.ai is a multi-product deep-tech startup that develops proprietary Artificial Intelligence solutions to address inefficiencies in the MENA region’s massive +$3 trillion real estate economy.


overwrite | real estate content creation, reimagined

Exploring the Unlikely (AI) Connections

Ever wondered about the challenges of regulating AI and predicting its impact on humanity? It’s a tough nut to crack, and some have chosen not to even try. 

Uncover the secrets as Ayman Alashkar, CEO and Founder of overwrite.ai discuss AI Regulation with Zeena Zalamea and Sonal Rupani on Dubai Eye 103.8. 🎙️

EU AI Act: Germany, France and Italy reach agreement on the future of AI regulation in Europe | Euronews By Reuters

Germany’s Economy Ministry, which is in charge of the topic together with the Ministry of Digital Affairs, said laws and state control should not regulate AI itself, but rather its application.

Digital Affairs Minister Volker Wissing told Reuters he was very pleased an agreement had been reached with France and Germany to only limit the use of AI.

“We need to regulate the applications and not the technology if we want to play in the top AI league worldwide,” Wissing said.

France, Germany & Italy believe the new AI rules should be binding for everyone

Initially, no sanctions should be imposed, according to the joint paper.

However, if violations of the code of conduct are identified after a certain period of time, a system of sanctions could be set up.

GenZ Takes Charge: Unveiling Simple Hacks against DeepFake and Gen AI

Discover the tactics Gen Zers are using to protect their identity from BigTech in Ayman’s discussion with Zeena Zalamea and Sonal Rupani on Dubai Eye 103.8’s “The Reboot.” 🎙️

Watch now to learn how the next generation is steering clear of Artificial Intelligence pitfalls  đŸ‘€đŸ”

Curious about what GenerationZ is doing to protect themselves from BigTech? Watch Now

This column does not necessarily reflect the opinion of overwrite.ai and its owners.

This story has been published from an article in euronews published on November 2023.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog


About overwrite.ai

overwrite.ai is a pioneering, purpose-built real estate AI, creating engagement-oriented content for the real estate industry. overwrite.ai creates the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


overwrite | real estate content creation, reimagined

Top 10 Roadblocks for the Real Estate Market in 2024

Here are the top issues affecting real estate over the next year, according to CRE’s list.

“Additionally, the housing shortage and infrastructure issues continue to cause disruption.

This next year will be crucial to real estate. All eyes are on the future as we navigate these disruptions with a purpose for developing solutions.”

Each year, CRE surveys 1,000 real estate experts to gauge the emerging issues that could have the most significant impact on all housing sectors, particularly the commercial market.

“This past year has been challenging for some and opportunistic for others as the economy, office market and innovation continue to evolve and impact the market,” says CRE Global Chair William McCarthy.

Political unrest and the global economy. 

  • The real estate market is facing a turbulent economy and sagging office sector, which are exacerbated by inflation, slowing GDP growth, high interest rates, bank stress and rising geopolitical concerns involving Russia, China and elsewhere. “We still have mixed macroeconomic signals in the economy, which contributes to an overarching uncertainty on where things are headed,” the CRE report cautions. Still, these risks “don’t necessarily mean the sky is falling. However, it is critical to face the realities of the risks as real estate industry participants navigate key decisions and evaluate strategies.” The report calls for a micro-focused lens on the local landscape, since opportunities could vary tremendously from market to market.

The influence of hybrid work. 

  • Employers are recognizing that office space needs to become “destination-worthy” to bring workers back. This may even include hosting special events with food trucks that coincide with in-office days or creating patios and outdoor seating to help with employee retention. “If that property doesn’t check the box in some critical way—location, access, convenience, tenant amenities or even an amazing view—those owners need to start thinking about alternative strategies,” the report notes. In some cases, this could mean exploring reuse of obsolete office buildings as conversions into residential units, senior housing, health care facilities or hotels.

The housing shortage. 

  • The U.S. continues to face severe housing shortages, which has been pinned on decades of underbuilding. Research from the National Association of REALTORSÂŽ and Rosen Consulting put the housing deficit at 5.5 million units. Higher interest rates and ballooning construction costs are complicating calls for more multifamily units. The market for single-family homes also is facing higher costs. “The imbalance between supply and demand has contributed to a huge run-up in home prices in recent years, although pricing has started to stabilize—and even decline—in some markets,” the report notes. “Access to affordable housing has huge implications for real estate investors, economic growth, healthy communities and the need for people to live somewhere.”

Artificial intelligence. 

  • Access to real-time data, improved analytics and forecasting has become critical to investors as they weigh which properties they want to acquire, sell or hold. Artificial intelligence is helping to deliver that data, and recent advancements, including the much-hyped ChatGPT, are being applied to real estate. “The big innovations in commercial real estate will come not from ChatGPT but from the large number of proptech start-ups that are reimagining the idea of data collection,” the CRE report notes. “They’re incorporating mind-boggling amounts of data, and they’re adopting probabilistic frameworks to think about the future.”

The labor shortage. 

  • Finding skilled workers remains a challenge for numerous industries. The labor shortage has grown for a couple of reasons: an aging population of baby boomers who left the workforce in what became known as the “Great Resignation,” and new employment trends emerged among young professionals with unique views about the workplace. “The labor market has significant downstream implications for real estate,” the report notes. “Jobs drive demand for real estate, and populations also shift to where jobs are located.” Younger generations are choosing their lifestyle first and their job second—a reversal from previous generations. This is forcing employers to take note of migration shifts. Also, young professionals are showing a preference for entrepreneurship and remote or contract work.
The Counselors of Real Estate releases its annual list 
of top industry issues for 2024.

Migration. 

  • Housing affordability has been a prime reason for migration shifts away from urban areas, particularly on the West Coast and in the Northeast, the report notes. U-Haul’s Growth Index shows the top cities for inbound moves over the year are in more affordable places like Ocala, Fla.; Auburn, Ala.; Surprise, Ariz.; Madison, Wis.; and Myrtle Beach, S.C. Businesses are following the migration patterns and relocating from high-cost states to the Sun Belt region or interior parts of the country. “That shift has significant implications for the real estate industry in terms of growth opportunities, as well as the challenges ahead for property valuations, surplus space and obsolescence created in areas where populations are declining,” the CRE report notes.

Real estate Armageddon.

  • The economy, interest rates and inflation are making up what the report warns is a “real estate Armageddon.” The Federal Reserve’s funds rate is at its highest level since 2007 after a series of rate hikes over the past year. Owners, investors and developers across commercial real estate markets are feeling the effects of higher capital costs, tightened lending and the looming $1.5 trillion U.S. debt that is to mature by the end of 2025. Further, rising interest rates and high prices are shaking up both commercial and residential real estate markets, contributing to a decline in transaction activity. Urban economies may be at particular risk. “We are still in the throes of the late COVID era, and the disruption on major urban economies has yet to run its course,” the report cautions.

Supply chain, logistics and U.S. onshoring. 

  • The pandemic uncovered supply chain shortfalls, and companies are now reworking supply chain routes that once relied heavily on the West Coast. “The heart of America’s logistics infrastructure lies in the Golden Triangle,” the report notes, highlighting the interior section of the country that runs from the Great Lakes down to Texas and over to the mid-Atlantic. Charleston, S.C., is now the fastest-growing port in the country. “The remaking of supply chains coincides with a reshoring boom of manufacturing, and much of that growth is again focusing on the interior and southern states,” the report notes. The key drivers for new supply chain meccas are affordability, access to a growing workforce and logistics infrastructure, such as access to rail, roads and ports. This shift is creating “massive growth” and ushering in a “new e-commerce era” that is less reliant on urban areas.

Pricing reset.

  • As costs for capital increases, cap rates and property values tend to decrease. However, the pricing reset the market has been waiting for has been slow to materialize, CRE notes in its report. “A key hurdle is that buyers and sellers are still in a standoff. Sellers are holding out for values at or close to what was achievable prior to the interest rate explosion. Meanwhile, buyers believe values are much lower based on higher capital costs.” Repricing, however, could have major implications on commercial real estate and financial markets and will continue to play out in the second half of 2023 and into 2024, the report says.

America’s aging infrastructure.

  • The costs to repair and upgrade the nation’s aging infrastructure remains a concern. There’s money to help: $1.2 trillion in the Bipartisan Infrastructure Law and $783 billion in the Inflation Reduction Act. But CRE says it also creates an opportunity to rethink what types of infrastructure are needed. For example, the report notes: “Do you spend $5 billion to upgrade one regional power plant, or do you spend that $5 billion to build 20 smaller-scale decentralized power facilities? Those smaller facilities could be customized to generate power from alternative sources, whether it is solar, wind or waste, to energy, as well as change the way power is delivered.” The report also calls for local governments, cities, counties, private corporations, nonprofits, foundations and other associations to work together in helping to develop a new line of thinking about infrastructure at the local level that can support future population and economic growth.

This column does not necessarily reflect the opinion of overwrite.ai and its owners.

 Melissa Dittmann Tracey writes for REALTORÂŽ Magazine

This story has been published from an article in Realtor Magazine published on November 2023.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog


About overwrite.ai

overwrite.ai is a pioneering, purpose-built real estate AI, creating engagement-oriented content for the real estate industry. overwrite.ai creates the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


overwrite | real estate content creation, reimagined

Artificial Intelligence for Real Estate Agents – ‘What’s it AI about?!’

Golden Nuggets Podcast: uncovering TOP 10 real estate ‘AI Tools’ Countdown 🛠️ | Feat. Ayman Alashkar, CEO and Founder of overwrite.ai

Take a deep dive into latest trends, benefits, and considerations of integrating AI into your real estate practice.

Courtesy of Propologi‘s latest podcast, hear how proptech can solve those niggling pain-points for estate agents, what AI CAN’T do, and how it can level up your real estate game.

Industry expert, ‘Golden Nuggets’ Host and Propologi Founder, Silvia Eldawi brings you the low down on AI for property agents in her latest podcast with overwrite.ai’s Founder and CEO Ayman Alashkar.

Listen in as Silvia quizzes Ayman on “Artificial Intelligence for Real Estate Agents” posing the question: “What’s it AI about?”…

The episode reveals the latest trends, benefits, and considerations of integrating AI into your real estate practice.

Hear Silvia and Ayman uncover golden nuggets on:

  • The top 10 AI tools you can use today
  • How far should you use and trust ChatGPT?
  • Focusing on higher value tasks
  • The downsides and pitfalls of AI
  • Latest AI trends, benefits, and considerations

Propologi is a UAE real estate startup that helps agents to “Discover the success sequence to becoming a Property Professional” Through it’s educational platforms, podcasts and other dedicated marketing channels, it offers programs for ambitious and aspiring property professionals.


“Whether you’re a seasoned agent or new to the field, understanding AI’s role in real estate can give you a competitive edge. Our countdown and discussion will equip you with the knowledge and tools you need to transform your strategy and capitalize on AI’s potential.” 

Propologi Founder, Silvia Eldawi

Ayman Alashkar, talks AI solutions for today’s estate agents

About overwrite.ai

overwrite.ai is a pioneering, purpose-built real estate AI, creating engagement-oriented content for the real estate industry. overwrite.ai creates the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


Have you got “Generative AI-nxiety”?

Many CEOs and business owners are feeling pressure to incorporate generative AI into their plans. If the pressure doesn’t come from an industry rival, it often comes from your own board.

Ready or not, be prepared to adopt it carefully, intentionally, and soon! 

BIG DEMAND, BIG BENEFITS

Most companies have already implemented generative AI or are working to do so soon. Tellingly, even organizations in the early stages of maturity are seeing benefits. In fact, 89% of companies currently using generative AI reported seeing either substantial or modest upsides from the technology. 

The three most frequently reported benefits? 

  • Increased market competitiveness (52%)
  • Improved security (49%)
  • Enhanced performance or functionality of their products (45%)

Here are three steps as you put together your generative AI strategy. 

1. Clarify Leadership

What separates companies actively using generative AI from those that can’t seem to get things off the ground? In a word: leadership. Remarkably, 98% of surveyed companies using generative AI today report having a single organizational leader that drove the adoption. 

And while you may tap your CTO or Head of Analytics to oversee the adoption, never underestimate your own importance in making it stick. According to the data leaders in our survey, the most common role responsible for driving generative AI strategy is the CEO. You and the leader you appoint will both play a big part in rollout strategy as well as things like allaying fears and concerns of employees and board members. 

My advice to my fellow CEOs is simple: Empower one leader to take the reins with your generative AI efforts. Give them clear direction, guidance, and support in achieving that goal, and help them build a team with the skills they need to make it a success.   

2. Start Slow 

All the pressure being heaped on CEOs to adopt generative AI may be somewhat warranted, but it can have the unfortunate outcome of causing you to act hastily. Don’t take the bait. Instead, take this process at the right pace and allow yourself to experiment before diving into the deep end. You’ll be glad you did.  

While 36% of surveyed data leaders say their organization is currently using generative AI, just 13% of those leaders rate their maturity as “optimizing” or “innovating.” The remainder rank their generative AI maturity as still in the stages of exploring, experimenting, or formalizing. In other words, there’s still time to catch up. 

If you and your team are feeling like you’re behind the curve, don’t fret but do make sure you are laying the groundwork now. Before you jump in, identify what use cases would make the biggest impact and the most sense in your organization. Some of the most popular use cases named by our respondents include: 

  • Content generation 
  • Analytic insights summary and generation
  • Code development
  • Process documentation 

3. Manage Risk

Are there clear risks to using generative AI? Of course. There are particular concerns around things like data quality and security. But there are enormous upsides, too, and there are tried and true ways to mitigate those risks. 

Some 77% of the board members we surveyed said their organization has policies or guidelines in place to address ethical concerns around generative AI. Likewise, 75% say their organization is currently addressing regulatory or compliance considerations around generative AI. 

Providing organizational guidance is key to mitigating risk. A solid majority of the board members we surveyed said they are already doing this around topics like privacy and security, fairness and bias, trust and transparency, social impact, and accountability. Many organizations are now conducting regular AI audits and establishing clear lines of responsibility for generative AI management in order to ensure proper governance and ethical use. And for organizations that don’t yet have those skills in house, working with trusted vendors can add another layer of security and risk reduction. 

Given the moment we’re in, CEOs are forgiven for feeling a little anxious when the topic of generative AI comes up with their board. But the fact is, if you empower the right people, take your time, and take steps to mitigate risk, you can unlock some serious benefits for your company and turn that anxiety into pure exhilaration.


This column does not necessarily reflect the opinion of overwrite.ai and its owners.

Mark Anderson writes for Fast Company

This story has been published from an article in Fast Company published on 31st October 2023.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.


About overwrite.ai

overwrite.ai is a pioneering, purpose-built real estate AI, creating engagement-oriented content for the real estate industry. overwrite.ai creates the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


overwrite | real estate content creation, reimagined

6 Signs of a Bad Real Estate Broker

Bad Real Estate Agents. Unfortunately they’re out there. There are those that lack training. Those with limited experience. Poor local community knowledge. Zero negotiation skills. Pushy sales techniques.

Not every agent is a bad apple. Many are ethical, informed and professional. Genuinely intent on finding the best possible outcome for their clients.

So, what makes a Bad Agent?

We’ve identified some of the common, underhand tactics of bad real estate agents, that you don’t want to be known for:

1. Pumping the Guide Price

An estate agent may initially post a property at a price lower than value, in order to attract offers. Then pump the price up once they have qualified buyers in hand. This practice can backfire on the agent. Rendering their reputation in tatters.

2. Betraying Trust

Home buying is an expensive and emotive affair.It’s therefore inevitable that buyers and sellers will open their hearts to their trusted agents. Estate agents are famously chatty.

Some, will abuse their client’s confidence. Taking information they glean, and using it to their benefit. Much like Karma, that betrayal of trust will come back to haunt them.

Betrayal of trust won’t sit well with a home buyer

3. Creating a Riot

There are people in life who thrive on drama. Granted, it is the estate agent’s job to get the highest price possible for a property. But encouraging a bidding war and gazumping buyers, ultimately hurts all parties involved.

A milder alternative is to invite sealed bids. That prompts buyers to pitch in with their highest possible offer. And the highest offer wins. All’s fair in love and…

4. The Non-Existent Offer

Even more serious than playing buyers off against each other, is the practice of making up non-existent offers to try and persuade bidders to raise their price.

It’s unprofessional, unethical and particularly damaging both financially and emotionally.

Less ethical agents give the profession a bad name

5. False Reassurance on Home Surveys

Misrepresenting a property’s structural or economic condition to a buyer or a tenant, is unfortunately a practice some agents are known for.

Declare any information you have about a property’s condition. Even if that information isn’t favourable to your deal. You may lose the deal, but you will maintain your integrity and win a long-term relationship with your client.

6. The Not-So-Straight Shooter

Sellers will seek multiple opinions on the value of their home, before appointing an agent. Valuing real estate is a combination of both science and art. The price will vary between estate agents.

Some agents will be price bullish to appeal to the seller’s wallet. Some will be price-bearish, in order to lower, and then exceed expectations. Neither are wrong. But there are those agents who knowingly deceive their clients. Avoid being one of them. Be communicative, transparent and ethical in your marketing strategy.


About overwrite.ai

overwrite.ai is a pioneering, purpose-built real estate AI, creating engagement-oriented content for the real estate industry. overwrite.ai creates the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.

“Jail-breaking” prompts leading GPT-4 astray

Microsoft-affiliated research finds flaws in GPT-4 .

Sometimes, following instructions too precisely can land you in hot water — if you’re a large language model, that is.

That’s the conclusion reached by a new, Microsoft-affiliated scientific paper that looked at the “trustworthiness” — and toxicity — of large language models (LLMs), including OpenAI’s GPT-4 and GPT-3.5, GPT-4’s predecessor.

The co-authors write that, possibly because GPT-4 is more likely to follow the instructions of “jailbreaking” prompts that bypass the model’s built-in safety measures, GPT-4 can be more easily prompted than other LLMs to spout toxic, biased text.

In other words, GPT-4’s good “intentions” and improved comprehension can — in the wrong hands — lead it astray.

“We find that although GPT-4 is usually more trustworthy than GPT-3.5 on standard benchmarks, GPT-4 is more vulnerable given jailbreaking system or user prompts, which are maliciously designed to bypass the security measures of LLMs, potentially because GPT-4 follows (misleading) instructions more precisely,” the co-authors wrote in a blog post accompanying the paper.

New research suggests that GPT-4 can be more easily prompted 
than other LLMs to spout toxic, biased text.

Now, why would Microsoft greenlight research that casts an OpenAI product it itself uses (GPT-4 powers Microsoft’s Bing Chat chatbot) in a poor light? 

To find out more and read the full article, click here


This column does not necessarily reflect the opinion of overwrite.ai and its owners.

 Kyle Wigger writes for TechCrunch.

This story has been published from an article published on Tech Crunch in October 2023.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.


overwrite | real estate content creation, reimagined

Tower-top Stunts Caught on Camera in the UAE

See the slickest Dubai high-rise stunts!

The UAE has always had that ‘dare to dream big’ philosophy at the core of its development. 

It’s translated into some pretty large buildings — World Record-clinching ones no less, and as something of a side effect, it’s also spawned a rare breed of adventurers with an absolutely massive set of ambitions. 

We’ve rounded up some of the most wild real life and big screen, sweaty-palmed, cloud-bothering, tower-top stunts to have ever been caught on camera in the UAE.

Emirates cabin crew stands on top of the Burj Khalifa
Emirati skater, Zahra Lari, skates on top of ‘The View at the Palm’
Sheikh Hamdan enjoys a coffee on top of Ain Dubai

Click here to see some of the slickest Dubai high-rise stunts as featured in What’s On uae


About overwrite.ai

overwrite.ai is a pioneering, purpose-built real estate AI, creating engagement-oriented content for the real estate industry. overwrite.ai creates the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.

3 Questions Every CEO Should Ask Before Implementing Gen AI

You can jump in with both feet, but like any other bleeding edge technology, AI can’t help your company if you don’t know at the outset what the goal is.

There is a well-worn joke about a tourist lost in the countryside who asks a local for directions to the city. The reply comes: ‘Well, if I were you, I wouldn’t start from here.’ It’s the absurdity of the joke that makes it work. Where you are today is where you must start from. There’s wisdom in it too: where you have come from, and the road you’ve taken, can be just as crucial to the success of your onward journey.

3 Questions Every CEO Should Ask Before Implementing Gen AI

A Microsoft study found that organizations already using AI were performing an average of 11.5% better than those that were not. It was published in 2019, which shows that while excitement around Generative AI (Gen AI) may be relatively new, the value AI more generally can add to business is well under way.

Gen AI represents the next wave of technology with the potential to unlock dramatic business efficiencies and outcomes, and to create new digital products, services and experiences. With AI, up until now, what we’ve had the opportunity to do is leverage data sets fundamentally to answer deterministic questions or to provide insight that could predict how something could play out.

The significant difference with Gen AI is using the same data sets you would have used to predict, you can use to create new original content informed by the training data sets. That allows the creation of code, original content, new product design and processes.

In this sense, it is unlike any technology we have ever seen before and the temptation to rush headlong into its implementation, or at least to not get left behind, is understandable.

“According to a MarketsandMarkets report, the global Gen AI market is expected to grow from $111 million in 2019 to $4.5 billion by 2025, at a compound annual growth rate (CAGR) of 44.6% during the forecast period.” 

Gen AI represents the next wave of technology with the potential to unlock dramatic business efficiencies and outcomes.

Future success depends on having the correct vision and foundations in place and ensuring that you evolve your organization’s capabilities to continually change at pace with the changes taking place around it.

As businesses stand on the brink of this next technological wave, to harness Gen AI’s power effectively, CEOs must pose three critical questions before embarking on the journey:

Click here to find out these 3 critical questions.

About overwrite.ai

overwrite.ai is a pioneering, purpose-built real estate AI, creating engagement-oriented content for the real estate industry. overwrite.ai creates the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.


Google Backs New AI-Powered Property Portal

Ex-Deliveroo Execs Secure $2M funding for UK property search venture 💵

A trio of former Deliveroo executives have secured investment for a new property search engine start-up backed by a Google artificial intelligence fund.

Sky News announced that Jitty has raised $2m from investors led by Gradient Ventures, an AI fund established by the global technology behemoth.

Jitty, which will target homebuyers, uses so-called large-language model (LLM) technologies, as well as computer-vision, to read property floor plans and understand photographs and descriptions of homes.

AI-infused Jitty is equipped with tools for users to create shortlists and share information on each property. 

It also has the capability to read floor plans and understand photos and descriptions of homes, as well as cross-reference details on public housing databases.

The company raised $2m (£1.6m) in pre-seed funding from Google’s Gradient Ventures to develop its technology, and the firm is looking to index the whole property UK market.

Among the angel investors to back Jitty is Doug Monro, former chief operating officer for property website Zoopla.

New AI-powered portal, Jitty, received investment
from Ex Zoopla Exec

“Jitty has huge appeal – it’s a mature market but there’s still room for much better tools with a focus on the buyer. I’ve spent my career building some of the biggest consumer marketplaces like Adzuna, Zoopla, and Gumtree, and Jitty has the opportunity to have a similar major impact.” Monro said.

While other apps like Zoopla in the UK, and Redfin or Zillow in the US, make it easy to search homes by location and further filter homes, Jitty has built natural search capabilities for searching homes.

Additionally, users can easily share the homes they like on Jitty with others, organise their favorite homes in lists, and track the status of each home thus avoiding endless back and forth via email or messaging apps.


This column does not necessarily reflect the opinion of overwrite.ai and its owners.

Mark Kleinman writes for Sky News.

This story has been published from an article published on Sky News in August 2023.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.


overwrite | real estate content creation, reimagined

Revealed: The Lies That Agents Tell

Real Estate agents are notoriously creative with their facts. It’s part and parcel of the job.

But sadly, there are those who’ll go further. Bending the truth to breaking point. 

Lying through their teeth to close a deal.

Some properties are so hot, they barely touch the market before they’re snapped up. But it might be wise to steer clear of agents that pretend that demand outstrips supply, on every property they represent.

THE HIT LIST

Here, we reveal some of the bare-faced lies that wicked estate agents are prepared to tell.

Bending the truth or lying through their teeth…

We’ve picked out some classic fat ones.

“The price is non-negotiable.”

Everything has a price. It’s all a matter of time, and circumstance. A seller that rejected an offer last month, might today accept a lower offer. Never hurts to try.


“We’ll have it professionally cleaned and ready for you to move in.”

Be specific. Ask the agent to show you user reviews of the cleaning company they’ll be using.


“You won’t hear a peep out of the neighbours. And they’re so friendly.”

This one’s tricky. Nobody really knows what neighbours can be like until they live next to them.


“It comes with street parking, but there’s never a problem.”

Can the agent really back this up? Have they tried to find a spot when everyone’s home from work?


“Everything works fine. If you notice anything, just give us a call and we’ll get right out to fix it.”

Let’s hope this doesn’t have to be put to the test at 2am when a water boiler bursts.

The Perfect Property?

There’s nothing more satisfying for an agent, than finding that “perfect property” which ticks all their client’s boxes. 

That’s because it’s such a rare thing to accomplish. Most of the time, a property will miss the mark in some way.  

Ethical Agents will come clean. Won’t claim that it’s a perfect match, if it isn’t. Sticking to the truth, no matter how ugly it is. Wicked Agents will try to convince their prospect, that mutton is in fact lamb.

All Comes Out in the Wash

Agents that spin a yarn might get that signature on the dotted line faster. 

But the truth ultimately comes out and their reputation will carry the legacy of any shenanigans.

Remember, reputation is everything. Do your homework. Ask about the agent and agency that you’re thinking of appointing, to avoid any nasty surprises.


overwrite.ai is a pioneering Themed Generative AI, creating engagement-oriented content for the real estate industry. 

We create the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.


overwrite | real estate content creation, reimagined.

How to survive summer in Dubai Real Estate

The summer real estate market. Long. Quiet. Boring. Often bearing little or no fruit, by way of sales.

For many real estate agents, it can be a hard slog.

And with many residents overseas for annual vacations, brokers could be forgiven for expecting another slow burn this summer.

But as we head further towards the end of the hottest season of 2023, things aren’t cooling down. 

On the contrary. There’s been an influx of buyers and sellers across many real estate markets worldwide.

So how can agents remain as competitive as possible, and stay busy, whilst the heat rises?

This week we present four tips to take advantage of during the summer, and prepare you for the win:

1. Old is Gold

Never neglect old clients.

Agents shouldn’t let any influx of new prospects distract them from tending to old clients. It’s always important to contact them. Share valuable information. Remind them why they loved working with you in the first place.

Treating these past clients right is the key to drawing new business. Referrals and word-of-mouth are the secret to success for many top agents. Pick up the phone to previous clients and say hello. If they’re taking some summer down-time, they might be in just the right mood for a chat.

2. Become Early Adopters

Technology can truly help set you apart. And give you a massive competitive advantage over the “slower learners”.

Using overwrite.ai’s generative AI can instantly create your property descriptions. Or adding a 3D home tour can level up the online viewing experience. And for rapid, secure legal transactions, digital e-signing services are the perfect time saver. All examples of efficiency-driven technology that significantly increases the efficiency of your business.

So when it’s quiet in the office, trial some new platforms. Test out a new efficiency tool. Look at ways to save time by using intuitive and user-friendly tech. You’ll soon find that adopting an open mind will only help your business evolve.

3. Buddy-up With a Builder

Home renovations have soared since covid. The building trade boomed as people started to prioritise time spent at home. Added to this, a shift towards remote working meant extra space was needed to accommodate the “home office”. And summer is often when a lot of home refurbs take place.

Having a close connection to a contractor will therefore keep an agent up to date with new inventory. And in case of stock drying up, having an inside guy can get you an intro before anything comes to market. Use this time to make contacts while renovation work is underway.

4. Know Your Worth

While many clients are taking the reins early on, agents still play an essential role. Buying a home is a huge financial undertaking that still unnerves many. Plus, it’s impossible to think that technology can ever replace a genuine, invested, human agent.

A simple phone call. An open house. A calling card. All work wonders when delivered in the right way, at the right time. And the summer months allow you to plan all this – to perfection.

Prepare for All Weather

So as the summer season gets into full swing, let these words of wisdom stick with you:

In real estate, you don’t have to build it for them to come — you just have to make it happen for those that do. And there will always be those that do. Whatever the weather.


overwrite.ai is a pioneering Themed Generative AI, creating engagement-oriented content for the real estate industry. 

We create the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.


For informative news and views on the world of real estate, proptech and AI, follow overwrite on Instagram and LinkedIn, and keep up-to-date with our weekly NewsBites blog.


overwrite | real estate content creation, reimagined.

Navigating the AI Landscape

As the digital landscape continues to evolve, AI-powered large language models (LLMs) are becoming increasingly sophisticated and versatile.

So, what are LLMs and what can they do?

Large language models (LLMs) are a type of artificial intelligence (AI) that are trained on massive datasets of text and code.

LLMs can be used to perform a wide range of tasks.

These include:

• Generating text: LLMs can generate text in a variety of formats, including poems, code, scripts, musical pieces, email, letters, etc.

• Translating languages: LLMs can translate between languages with high accuracy.

• Answering questions: LLMs can answer questions in a comprehensive and informative way, even if they are open-ended, challenging, or strange.

• Summarizing text: LLMs can summarize text into a concise and informative format.

• Writing different kinds of creative content: LLMs can write different kinds of creative content, like poems, stories, and scripts.

Generative AI Use Cases (Image credit: Amazon Bedrock)

The AI Titans

Click here to access the full article – and a “Comparative Look at Meta’s LLaMa 2, OpenAI’s GPT-4, Google Bard AI, Amazon and AWS, Amazon Bedrock, and Amazon’s CodeWhisperer.”


This column does not necessarily reflect the opinion of overwrite.ai and its owners.

This story has been published from an article in AI & ChatGPT Use Cases by Austin Wright published on July, 2023.


About overwrite.ai

overwrite.ai is a pioneering Generative AI, creating engagement-oriented content for the real estate industry.  We create the marketing content that powers the real estate industries of the UAE, KSA, Egypt and Lebanon.