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Why no-code AI is the next frontier of software development

Former IBM researcher Dr Michelle Zhou makes the case for a no-code future and how it can help narrow the ‘AI divide’.

Behind every smart machine or AI tool is some form of code, most likely built by very experienced engineers and developers, maybe entire teams of them.

But as technology evolves, there is a certain balancing act taking place. While there is some incredibly advanced and complex emerging tech bursting onto the scene, there is also a movement towards making technology simpler and more accessible.

This has been called the low-code or no-code movement, which essentially “brings AI to the masses” by allowing anyone to use a platform with a visual, often drag-and-drop interface to deploy AI and machine learning models with little to no code.

One big advocate of no-code AI is computer scientist and former IBM researcher Dr Michelle Zhou. “Software is eating the world and artificial intelligence is only accelerating it. This is why the future of software is no-code and the next frontier is no-code AI,” she told SiliconRepublic.com.

Zhou is co-founder and CEO of Juji, an AI company that specialises in building cognitive conversational AI technologies that enable others to create no-code chatbots.

Prior to starting Juji, Zhou led the User Systems and Experience Research group at IBM Research. She was also an inventor of the IBM Watson Personality Insights – a service that uses linguistic analytics to infer intrinsic personality characteristics from an individual’s digital communications – and led the research and development of at least a dozen products in her areas of expertise.

The AI divide

Zhou believes no-code AI is the future and mediums that require deep coding expertise and massive computational power will become obsolete.

She said that in order to build smart machines that can help people effectively, companies need a huge amount of resources including many PhDs with a deep understanding of AI, talented software engineers to build something, intensive computational power and large amounts of training data.

“Most organisations do not really have that luxury. They don’t have a dedicated AI team. They don’t even have a dedicated IT team [and] they definitely don’t have the training data.”

She said this will create a “huge AI divide” between organisations that can afford these resources and those that cannot.

To combat this, Zhou created Juji to not only build cognitive AI assistants but to create a design studio that allows people to design the customised AI assistant they want, without needing to code it from scratch. She likened it to PowerPoint for its drag-and-drop abilities.

One example of how it could be used is by a HR manager or recruiter. Without needing to know how to code, they can go into Juji’s system to create a customised AI assistant that will interact with potential candidates.

‘Most organisations don’t have a dedicated AI team. They don’t even have a dedicated IT team’
– DR MICHELLE ZHOU

Zhou added that a key benefit of no-code AI is that it could change the relationship between machines and humans. Traditionally developers have to write every line of code in order to instruct a machine to carry out tasks, which means they are essentially “operators of machines”.

“But once you have no code, especially reusable AI, the relationship changes from operator of machines into a supervisor of the machines.”

While no-code AI simply means an easily designable interface to build a piece of software without code, reusable AI means the individual components at each layer can be pre-trained or pre-built, then reused or easily customised to support different AI applications.

Zhou said she’d love to see no-code AI encourage people to adopt new technologies, especially those from non-technical backgrounds.

“They have a wealth of domain knowledge and then if they can actually adopt AI to help their job, help their audience, I think it’s a wonderful world for both sides.”

AI ethics

With AI so deeply embedded in virtually every area of tech, Zhou was asked about her thoughts on ensuring AI remains ethical, particularly when it comes to reusable AI that could be very appealing to cybercriminals.

She started with the well-known adage so often used in the tech world: “With great power comes great responsibility.”

From her own perspective, Juji has what Zhou calls “guards” in its AI. While the chatbots are customisable, there is a watermark embedded into the AI that cannot be removed.

This watermark is there to detect if the AI is being used to gather sensitive information such as social security numbers or bank details and alert the user. “This gives the users at least a chance to actually reflect upon it.”

Zhou added that while AI can be an amazing tool, it is also a double-edged sword and finding the balance between helping and harming will be key for the industry going forward.

She said while the Food and Drug Administration is responsible for approving medicines in the US after rigorous trials, there is no equivalent for AI technology.

“I don’t know how that’s going to happen. Because of course, once you have this in place, it may also impede the speed of development and speed of innovation. So then, on another side of the fence, people might say how can we strike the balance?”

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Culture

Top 10 Florida Cities Dominate The Business Startup Landscape In The U.S.

Top 10 Florida Cities And Business Startup Landscape In The U.S.

The Voice Of EU | Florida emerges as a hub for entrepreneurial endeavors, with its vibrant business landscape and conducive environment for startups. Renowned for its low corporate tax rates and a high concentration of investors, the Sunshine State beckons aspiring entrepreneurs seeking fertile grounds to launch and grow their businesses.

In a recent report by WalletHub, Florida cities dominate the list of the top 10 best destinations for business startups, showcasing their resilience and economic vitality amidst challenging times.

From Orlando’s thriving market to Miami’s dynamic ecosystem, each city offers unique advantages and opportunities for entrepreneurial success. Let’s delve into the chronologically listed cities that exemplify Florida’s prominence in the business startup arena.

1. Orlando Leads the Way: Orlando emerges as the most attractive market in the U.S. for business startups, with a remarkable surge in small business establishments. WalletHub’s latest report highlights Orlando’s robust ecosystem, fostering the survival and growth of startups, buoyed by a high concentration of investors per capita.

2. Tampa Takes Second Place: Securing the second spot among large cities for business startups, Tampa boasts a favorable business environment attributed to its low corporate tax rates. The city’s ample investor presence further fortifies startups, providing essential resources for navigating the initial years of business operations.

3. Charlotte’s Diverse Industries: Claiming the third position, Charlotte stands out for its diverse industrial landscape and exceptionally low corporate taxes, enticing companies to reinvest capital. This conducive environment propels entrepreneurial endeavors, contributing to sustained economic growth.

4. Jacksonville’s Rising Profile: Jacksonville emerges as a promising destination for startups, bolstered by its favorable business climate. The city’s strategic positioning fosters entrepreneurial ventures, attracting aspiring business owners seeking growth opportunities.

5. Miami’s Entrepreneurial Hub: Miami solidifies its position as a thriving entrepreneurial hub, attracting businesses with its dynamic ecosystem and strategic location. The city’s vibrant startup culture and supportive infrastructure make it an appealing destination for ventures of all sizes.

6. Atlanta’s Economic Momentum: Atlanta’s ascent in the business startup landscape underscores its economic momentum and favorable business conditions. The city’s strategic advantages and conducive policies provide a fertile ground for entrepreneurial ventures to flourish.

7. Fort Worth’s Business-Friendly Environment: Fort Worth emerges as a prime destination for startups, offering a business-friendly environment characterized by low corporate taxes. The city’s supportive ecosystem and strategic initiatives facilitate the growth and success of new ventures.

8. Austin’s Innovation Hub: Austin cements its status as an innovation hub, attracting startups with its vibrant entrepreneurial community and progressive policies. The city’s robust infrastructure and access to capital foster a conducive environment for business growth and innovation.

9. Durham’s Emerging Entrepreneurship Scene: Durham’s burgeoning entrepreneurship scene positions it as a promising destination for startups, fueled by its supportive ecosystem and strategic initiatives. The city’s collaborative culture and access to resources contribute to the success of new ventures.

10. St. Petersburg’s Thriving Business Community: St. Petersburg rounds off the top 10 with its thriving business community and supportive ecosystem for startups. The city’s strategic advantages and favorable business climate make it an attractive destination for entrepreneurial endeavors.

Despite unprecedented challenges posed by the COVID-19 pandemic, the Great Resignation, and high inflation, these top Florida cities remain resilient and well-equipped to overcome obstacles, offering promising opportunities for business owners and entrepreneurs alike.


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European Startup Ecosystems Awash With Gulf Investment – Here Are Some Of The Top Investors

European Startup Ecosystem Getting Flooded With Gulf Investments

The Voice Of EU | In recent years, European entrepreneurs seeking capital infusion have widened their horizons beyond the traditional American investors, increasingly turning their gaze towards the lucrative investment landscape of the Gulf region. With substantial capital reservoirs nestled within sovereign wealth funds and corporate venture capital entities, Gulf nations have emerged as compelling investors for European startups and scaleups.

According to comprehensive data from Dealroom, the influx of investment from Gulf countries into European startups soared to a staggering $3 billion in 2023, marking a remarkable 5x surge from the $627 million recorded in 2018.

This substantial injection of capital, accounting for approximately 5% of the total funding raised in the region, underscores the growing prominence of Gulf investors in European markets.

Particularly noteworthy is the significant support extended to growth-stage companies, with over two-thirds of Gulf investments in 2023 being directed towards funding rounds exceeding $100 million. This influx of capital provides a welcome boost to European companies grappling with the challenge of securing well-capitalized investors locally.

Delving deeper into the landscape, Sifted has identified the most active Gulf investors in European startups over the past two years.

Leading the pack is Aramco Ventures, headquartered in Dhahran, Saudi Arabia. Bolstered by a substantial commitment, Aramco Ventures boasts a $1.5 billion sustainability fund, alongside an additional $4 billion allocated to its venture capital arm, positioning it as a formidable player with a total investment capacity of $7 billion by 2027. With a notable presence in 17 funding rounds, Aramco Ventures has strategically invested in ventures such as Carbon Clean Solutions and ANYbotics, aligning with its focus on businesses that offer strategic value.

Following closely is Mubadala Capital, headquartered in Abu Dhabi, UAE, with an impressive tally of 13 investments in European startups over the past two years. Backed by the sovereign wealth fund Mubadala Investment Company, Mubadala Capital’s diverse investment portfolio spans private equity, venture capital, and alternative solutions. Notable investments include Klarna, TIER, and Juni, reflecting its global investment strategy across various sectors.

Ventura Capital, based in Dubai, UAE, secured its position as a key player with nine investments in European startups. With a presence in Dubai, London, and Tokyo, Ventura Capital boasts an international network of limited partners and a sector-agnostic investment approach, contributing to its noteworthy investments in companies such as Coursera and Spotify.

Qatar Investment Authority, headquartered in Doha, Qatar, has made significant inroads into the European startup ecosystem with six notable investments. As the sovereign wealth fund of Qatar, QIA’s diversified portfolio spans private and public equity, infrastructure, and real estate, with strategic investments in tech startups across healthcare, consumer, and industrial sectors.

MetaVision Dubai, a newcomer to the scene, has swiftly garnered attention with six investments in European startups. Focusing on seed to Series A startups in the metaverse and Web3 space, MetaVision raised an undisclosed fund in 2022, affirming its commitment to emerging technologies and innovative ventures.

Investcorp, headquartered in Manama, Bahrain, has solidified its presence with six investments in European startups. With a focus on mid-sized B2B businesses, Investcorp’s diverse investment strategies encompass private equity, real estate, infrastructure, and credit management, contributing to its notable investments in companies such as Terra Quantum and TruKKer.

Chimera Capital, based in Abu Dhabi, UAE, rounds off the list with four strategic investments in European startups. As part of a prominent business conglomerate, Chimera Capital leverages its global reach and sector-agnostic approach to drive investments in ventures such as CMR Surgical and Neat Burger.

In conclusion, the burgeoning influx of capital from Gulf investors into European startups underscores the region’s growing appeal as a vibrant hub for innovation and entrepreneurship. With key players such as Aramco Ventures, Mubadala Capital, and Ventura Capital leading the charge, European startups are poised to benefit from the strategic investments and partnerships forged with Gulf investors, propelling them towards sustained growth and success in the global market landscape.


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China Reveals Lunar Mission: Sending ‘Taikonauts’ To The Moon From 2030 Onwards

China Reveals Lunar Mission

The Voice Of EU | In a bold stride towards lunar exploration, the Chinese Space Agency has unveiled its ambitious plans for a moon landing set to unfold in the 2030s. While exact timelines remain uncertain, this endeavor signals a potential resurgence of the historic space race reminiscent of the 1960s rivalry between the United States and the USSR.

China’s recent strides in lunar exploration include the deployment of three devices on the moon’s surface, coupled with the successful launch of the Queqiao-2 satellite. This satellite serves as a crucial communication link, bolstering connectivity between Earth and forthcoming missions to the moon’s far side and south pole.

Unlike the secretive approach of the Soviet Union in the past, China’s strategy leans towards transparency, albeit with a hint of mystery surrounding the finer details. Recent revelations showcase the naming and models of lunar spacecraft, steeped in cultural significance. The Mengzhou, translating to “dream ship,” will ferry three astronauts to and from the moon, while the Lanyue, meaning “embrace the moon,” will descend to the lunar surface.

Drawing inspiration from both Russian and American precedents, China’s lunar endeavor presents a novel approach. Unlike its predecessors, China will employ separate launches for the manned module and lunar lander due to the absence of colossal space shuttles. This modular approach bears semblance to SpaceX’s Falcon Heavy, reflecting a contemporary adaptation of past achievements.

Upon reaching lunar orbit, astronauts, known as “taikonauts” in Chinese, will rendezvous with the lunar lander, reminiscent of the Apollo program’s maneuvers. However, distinct engineering choices mark China’s departure from traditional lunar landing methods.

The Chinese lunar lander, while reminiscent of the Apollo Lunar Module, introduces novel features such as a single set of engines and potential reusability and advance technology. Unlike past missions where lunar modules were discarded, China’s design hints at the possibility of refueling and reuse, opening avenues for sustained lunar exploration.

China Reveals Lunar Mission: Sending 'Taikonauts' To The Moon From 2030 Onwards
A re-creation of the two Chinese spacecraft that will put ‘taikonauts’ on the moon.CSM

Despite these advancements, experts have flagged potential weaknesses, particularly regarding engine protection during landing. Nevertheless, China’s lunar aspirations remain steadfast, with plans for extensive testing and site selection underway.

Beyond planting flags and collecting rocks, China envisions establishing a permanent lunar base, the International Lunar Research Station (ILRS), ushering in a new era of international collaboration in space exploration.

While the Artemis agreements spearheaded by NASA have garnered global support, China’s lunar ambitions stand as a formidable contender in shaping the future of space exploration. In conclusion, China’s unveiling of its lunar ambitions not only marks a significant milestone in space exploration but also sets the stage for a new chapter in the ongoing saga of humanity’s quest for the cosmos. As nations vie for supremacy in space, collaboration and innovation emerge as the cornerstones of future lunar endeavors.


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