The evolution of bio-inspired AI: developments and future direction

From the foundations laid by Ada Lovelace and Charles Babbage to Alan Turing’s groundbreaking computing research, the world has been enthralled by the promise of AI – a dream to create machine-based entities possessing human-like cognitive abilities.

However, the trajectory of AI development later turned away from its biological roots in favor of brute-force computational power and algorithmic complexity.

With that, science fiction-infused dreams of lifelike robots have somewhat dwindled into

AI on the battlefield: who is responsible if it goes wrong?

In a world where “war games” no longer refer solely to board games or video games but to life-and-death scenarios facilitated by machine intelligence, the question of responsibility is monumental.

Militaries are ramping up research and investment in AI.

Some analysts defined an 11-day 2021 Israel-Palestine encounter as the first “AI war,” where Israeli technologies assisted in battlefield intelligence and deployment.

In recent months, the US military established a generative AI task force and

AI mind-reading: medical breakthrough or step towards dystopia?

Our thoughts might be our innermost sanctum, but they’re not out-of-bounds for AI.

Mind-reading AI appears as a plot from a science fiction novel, yet it holds immense promise for people who can’t communicate due to paralysis or brain injuries.

Beyond that, AI’s access to the brain would enable us to write, create, and design with mere thoughts alone or provide others with windows into our consciousness.

For nearly a decade, electroencephalogram (EEG) technology, which captures electrical sig

Decoding the universe with AI and machine learning

In ancient Babylonia, star-gazers meticulously chronicled the night sky, carving their observations in tablets to note the subtlest celestial movements.

Their observations, alongside other ancient civilizations, laid the foundation for luminaries like Johannes Kepler, who used Tycho Brahe’s data to unveil the elliptical orbits of planets long before we had the tools to observe such phenomena with our own eyes.

Today, humanity is no less eager to decode the intricacies of the cosmos, and AI has

Best solar inverter guide 2023 | The Independent

Solar panels use photovoltaic (PV) cells to convert sunlight into electricity. This generates a direct current (DC) that needs to be converted into an alternating current (AC) accepted by most household electrical devices. Converting DC into AC requires the services of an inverter, an essential device for any solar setup. Inverters are relatively simple in technological terms, but there are a few different types available. This guide explores the purpose of solar inverters and how to pick the ri

AI embroiled in assassination plot to kill Queen Elizabeth II

Sail was arrested on the grounds of Windsor Castle in the UK on the morning of December 25th, 2021.

He’d been roaming around for approximately 2 hours before he was confronted by a police officer, to whom he announced, “I am here to kill the Queen.”

After his arrest, Chail was sectioned under the Mental Health Act and held at a high-security psychiatric hospital, Broadmoor, where he pled guilty to the charge of treason for “being near to the person of the Queen, willfully producing a loaded cr

Casement window guide | The Independent

Casement windows are among the most popular types of windows in the UK. Operating via a handle and swinging open like a door, casement windows are straightforward to use and come in diverse styles. Casement windows suit all properties, including modern new-builds and period homes, and their wide popularity means they’re among the most affordable of any window type. This comprehensive guide to casement windows explains everything you need to know, including materials, glazing, window prices, and

How CSPs can combine their existing infrastructure with edge cloud

In today’s rapidly evolving digital landscape, Communication Service Providers (CSPs) are persistently seeking ways to enhance their network performance, broaden their service offerings, and meet the growing demands for low-latency and high-bandwidth applications.

An emergent strategy is integrating existing infrastructure with edge cloud technologies. This enables CSPs to apply their network infrastructure and expertise to emerging categories of real-time data processing and analytics.

A rece

What happens when AI starts consuming its own output?

Data is the lifeblood of AI, but it’s not an infinite resource. Can humanity run out of data? What happens if we do?

Complex AI models require vast quantities of training data. For example, training a large language model (LLM) like ChatGPT requires approximately 10 trillion words.

Some experts believe that supplies of high-quality data are dwindling. For example, a 2022 study from researchers at multiple universities stated, “Our analysis indicates that the stock of high-quality language data

The Relationship Between Edge AI and AIoT | IoT Now News & Reports

The fusion of Artificial Intelligence (AI) and the Internet of Things (IoT) has ushered in a new era of ultra-low-latency data processing and decision-making.

These two transformative technologies converging into a new paradigm, the Artificial Intelligence of Things (AIoT). The AIoT industry is projected to reach a total value of $24.9bn by 2028 at a CAGR of 37.7%

Edge AI combined with IoT involves running AI algorithms locally on a hardware device instead of transmitting data to a centralised

AI companies want regulation, but is it for the right reasons?

AI companies are pushing for regulation. Is their motivation paranoia or altruism? Or does regulation secure competitive goals?

In early May, Luke Sernau, a senior software engineer at Google, wrote an informal memo about open-source AI. It was widely circulated on Google’s internal systems before a consulting firm, Semi-Analysis, verified and published it.

Here are some excerpts:

“We’ve done a lot of looking over our shoulders at OpenAI. Who will cross the next milestone? What will the next

Navigating the labyrinth of AI risks: an analysis

The narrative surrounding the risks of AI has become increasingly unipolar, with tech leaders and experts from all corners pushing for regulation. How credible is the evidence documenting AI risks?

The risks of AI appeal to the senses. There’s something deeply intuitive about fearing robots that might deceive us, overpower us, or turn us into a commodity secondary to their own existence.

Debates surrounding AI’s risks intensified after the nonprofit Center for AI Safety (CAIS) released a state

Defining interoperability in maintenance • Infraspeak Blog

Interoperability, within the context of maintenance management, is the capacity of systems, applications, and devices to connect, communicate, and function together harmoniously.

In today’s highly connected digital landscape, getting systems to “talk to each other” is crucial. Otherwise, data remains siloed – stagnant – when it could drive efficiency across multiple systems.

For instance, in one Deloitte study, 75% of businesses reported data siloing and interoperability issues. A second study

"We wanted flying cars, instead we got 140 characters” – is the future back?

In his influential essay “What Happened to the Future?”, Peter Thiel lamented that society had moved away from a vision of the future filled with “flying cars,” focusing instead on incremental advancements such as the “140 characters” of a Twitter post. Has AI changed that?

Thiel’s comments were published in 2011 when AI was still a somewhat fringe technology used primarily for scientific and research purposes.

Since then, AI has surged into the limelight, and humanity has started dreaming of

Why facility managers are moving on from CMMS • Infraspeak Blog

In the dynamic world of facility management, the quest for effective solutions is ongoing.

The pressure is on modern facilities to maintain uptime and streamline maintenance operations to avoid downtime. Unplanned downtime costs up to $50 billion annually across multiple industries.

The role of maintenance management in preventing downtime is well-established, with effective preventive maintenance bringing about reductions in costs and increases in productivity.

For a long time, Computerised

The Cost-Saving Potential of Hybrid Networks in 5G

As 5G technology has evolved, an increasing number of businesses are investing in private 5G networks.

According to the Global Mobile Suppliers Association (GSA), around 955 organisations were deploying private 5G networks in 2022, representing a significant increase from 2021.

However, the infrastructure required to support standalone private 5G networks is costly and complex. Hybrid 5G networks provide a solution where private on-premises 5G networks combine with public infrastructure to bri

What is Video Annotation for AI?

Computer vision (CV) was formerly focused on identifying and classifying information from still images but has now evolved to respond to complex video data.

Video annotation has emerged as a critical component for developing AI applications that understand and respond to visual data in motion.

In this article, we will explore the concept of video annotation, its applications, and the challenges of this complex form of data annotation.

Video annotation is the process of labeling or tagging spe

How to reward advisors, contractors and others with equity

Sharing ownership to incentivise key team members is a winning strategy.


Share schemes, like Enterprise Management Incentives, provide tax benefits while enabling startups to reward team members with equity.


However, the EMI scheme is only eligible for UK-based full-time employees on the payroll – and businesses may also want to reward non-employees like advisors, consultants, contractors and freelancers.

Find out if your company is eligible for EMI in two minutes!

So, if EMI isn't an

Exit strategies explained

Startups – what are they heading for?


Startup founders often plan for an exit, such as a merger and acquisition (M&A) or initial public offering (IPO).


But exit strategies are relevant to all shareholders, including shareholders created through share schemes, as they enable them to realise the value of their shares.


In this article, we will explore the main types of exit strategies available to business owners and discuss the pros and cons of each.

A trade sale involves selling the c
Load More

The evolution of bio-inspired AI: developments and future direction

From the foundations laid by Ada Lovelace and Charles Babbage to Alan Turing’s groundbreaking computing research, the world has been enthralled by the promise of AI – a dream to create machine-based entities possessing human-like cognitive abilities.

However, the trajectory of AI development later turned away from its biological roots in favor of brute-force computational power and algorithmic complexity.

With that, science fiction-infused dreams of lifelike robots have somewhat dwindled into

Best solar inverter guide 2023 | The Independent

Solar panels use photovoltaic (PV) cells to convert sunlight into electricity. This generates a direct current (DC) that needs to be converted into an alternating current (AC) accepted by most household electrical devices. Converting DC into AC requires the services of an inverter, an essential device for any solar setup. Inverters are relatively simple in technological terms, but there are a few different types available. This guide explores the purpose of solar inverters and how to pick the ri

AI embroiled in assassination plot to kill Queen Elizabeth II

Sail was arrested on the grounds of Windsor Castle in the UK on the morning of December 25th, 2021.

He’d been roaming around for approximately 2 hours before he was confronted by a police officer, to whom he announced, “I am here to kill the Queen.”

After his arrest, Chail was sectioned under the Mental Health Act and held at a high-security psychiatric hospital, Broadmoor, where he pled guilty to the charge of treason for “being near to the person of the Queen, willfully producing a loaded cr

Casement window guide | The Independent

Casement windows are among the most popular types of windows in the UK. Operating via a handle and swinging open like a door, casement windows are straightforward to use and come in diverse styles. Casement windows suit all properties, including modern new-builds and period homes, and their wide popularity means they’re among the most affordable of any window type. This comprehensive guide to casement windows explains everything you need to know, including materials, glazing, window prices, and

How CSPs can combine their existing infrastructure with edge cloud

In today’s rapidly evolving digital landscape, Communication Service Providers (CSPs) are persistently seeking ways to enhance their network performance, broaden their service offerings, and meet the growing demands for low-latency and high-bandwidth applications.

An emergent strategy is integrating existing infrastructure with edge cloud technologies. This enables CSPs to apply their network infrastructure and expertise to emerging categories of real-time data processing and analytics.

A rece

What happens when AI starts consuming its own output?

Data is the lifeblood of AI, but it’s not an infinite resource. Can humanity run out of data? What happens if we do?

Complex AI models require vast quantities of training data. For example, training a large language model (LLM) like ChatGPT requires approximately 10 trillion words.

Some experts believe that supplies of high-quality data are dwindling. For example, a 2022 study from researchers at multiple universities stated, “Our analysis indicates that the stock of high-quality language data

The Relationship Between Edge AI and AIoT | IoT Now News & Reports

The fusion of Artificial Intelligence (AI) and the Internet of Things (IoT) has ushered in a new era of ultra-low-latency data processing and decision-making.

These two transformative technologies converging into a new paradigm, the Artificial Intelligence of Things (AIoT). The AIoT industry is projected to reach a total value of $24.9bn by 2028 at a CAGR of 37.7%

Edge AI combined with IoT involves running AI algorithms locally on a hardware device instead of transmitting data to a centralised

AI companies want regulation, but is it for the right reasons?

AI companies are pushing for regulation. Is their motivation paranoia or altruism? Or does regulation secure competitive goals?

In early May, Luke Sernau, a senior software engineer at Google, wrote an informal memo about open-source AI. It was widely circulated on Google’s internal systems before a consulting firm, Semi-Analysis, verified and published it.

Here are some excerpts:

“We’ve done a lot of looking over our shoulders at OpenAI. Who will cross the next milestone? What will the next

Navigating the labyrinth of AI risks: an analysis

The narrative surrounding the risks of AI has become increasingly unipolar, with tech leaders and experts from all corners pushing for regulation. How credible is the evidence documenting AI risks?

The risks of AI appeal to the senses. There’s something deeply intuitive about fearing robots that might deceive us, overpower us, or turn us into a commodity secondary to their own existence.

Debates surrounding AI’s risks intensified after the nonprofit Center for AI Safety (CAIS) released a state

Defining interoperability in maintenance • Infraspeak Blog

Interoperability, within the context of maintenance management, is the capacity of systems, applications, and devices to connect, communicate, and function together harmoniously.

In today’s highly connected digital landscape, getting systems to “talk to each other” is crucial. Otherwise, data remains siloed – stagnant – when it could drive efficiency across multiple systems.

For instance, in one Deloitte study, 75% of businesses reported data siloing and interoperability issues. A second study

"We wanted flying cars, instead we got 140 characters” – is the future back?

In his influential essay “What Happened to the Future?”, Peter Thiel lamented that society had moved away from a vision of the future filled with “flying cars,” focusing instead on incremental advancements such as the “140 characters” of a Twitter post. Has AI changed that?

Thiel’s comments were published in 2011 when AI was still a somewhat fringe technology used primarily for scientific and research purposes.

Since then, AI has surged into the limelight, and humanity has started dreaming of

Why facility managers are moving on from CMMS • Infraspeak Blog

In the dynamic world of facility management, the quest for effective solutions is ongoing.

The pressure is on modern facilities to maintain uptime and streamline maintenance operations to avoid downtime. Unplanned downtime costs up to $50 billion annually across multiple industries.

The role of maintenance management in preventing downtime is well-established, with effective preventive maintenance bringing about reductions in costs and increases in productivity.

For a long time, Computerised

The Cost-Saving Potential of Hybrid Networks in 5G

As 5G technology has evolved, an increasing number of businesses are investing in private 5G networks.

According to the Global Mobile Suppliers Association (GSA), around 955 organisations were deploying private 5G networks in 2022, representing a significant increase from 2021.

However, the infrastructure required to support standalone private 5G networks is costly and complex. Hybrid 5G networks provide a solution where private on-premises 5G networks combine with public infrastructure to bri

What is Video Annotation for AI?

Computer vision (CV) was formerly focused on identifying and classifying information from still images but has now evolved to respond to complex video data.

Video annotation has emerged as a critical component for developing AI applications that understand and respond to visual data in motion.

In this article, we will explore the concept of video annotation, its applications, and the challenges of this complex form of data annotation.

Video annotation is the process of labeling or tagging spe

How to reward advisors, contractors and others with equity

Sharing ownership to incentivise key team members is a winning strategy.


Share schemes, like Enterprise Management Incentives, provide tax benefits while enabling startups to reward team members with equity.


However, the EMI scheme is only eligible for UK-based full-time employees on the payroll – and businesses may also want to reward non-employees like advisors, consultants, contractors and freelancers.

Find out if your company is eligible for EMI in two minutes!

So, if EMI isn't an

Exit strategies explained

Startups – what are they heading for?


Startup founders often plan for an exit, such as a merger and acquisition (M&A) or initial public offering (IPO).


But exit strategies are relevant to all shareholders, including shareholders created through share schemes, as they enable them to realise the value of their shares.


In this article, we will explore the main types of exit strategies available to business owners and discuss the pros and cons of each.

A trade sale involves selling the c

Do Hummingbirds Migrate? (All You Need To Know)

Hummingbirds never cease to amaze, and they’ve got a few tricks up their tiny sleeves when it comes to migration. These super-compact birds are record-breakers in many categories - their hearts beat thousands of times a minute, they’re extremely fast, and of course, they’re the smallest birds in the world. But, here we’ll be addressing the question: do hummingbirds migrate?

Many North American hummingbirds migrate every year from their northern breeding grounds. Many of the major North American
Load More

Best solar inverter guide 2023 | The Independent

Solar panels use photovoltaic (PV) cells to convert sunlight into electricity. This generates a direct current (DC) that needs to be converted into an alternating current (AC) accepted by most household electrical devices. Converting DC into AC requires the services of an inverter, an essential device for any solar setup. Inverters are relatively simple in technological terms, but there are a few different types available. This guide explores the purpose of solar inverters and how to pick the ri

AI embroiled in assassination plot to kill Queen Elizabeth II

Sail was arrested on the grounds of Windsor Castle in the UK on the morning of December 25th, 2021.

He’d been roaming around for approximately 2 hours before he was confronted by a police officer, to whom he announced, “I am here to kill the Queen.”

After his arrest, Chail was sectioned under the Mental Health Act and held at a high-security psychiatric hospital, Broadmoor, where he pled guilty to the charge of treason for “being near to the person of the Queen, willfully producing a loaded cr

How CSPs can combine their existing infrastructure with edge cloud

In today’s rapidly evolving digital landscape, Communication Service Providers (CSPs) are persistently seeking ways to enhance their network performance, broaden their service offerings, and meet the growing demands for low-latency and high-bandwidth applications.

An emergent strategy is integrating existing infrastructure with edge cloud technologies. This enables CSPs to apply their network infrastructure and expertise to emerging categories of real-time data processing and analytics.

A rece

What happens when AI starts consuming its own output?

Data is the lifeblood of AI, but it’s not an infinite resource. Can humanity run out of data? What happens if we do?

Complex AI models require vast quantities of training data. For example, training a large language model (LLM) like ChatGPT requires approximately 10 trillion words.

Some experts believe that supplies of high-quality data are dwindling. For example, a 2022 study from researchers at multiple universities stated, “Our analysis indicates that the stock of high-quality language data

The Relationship Between Edge AI and AIoT | IoT Now News & Reports

The fusion of Artificial Intelligence (AI) and the Internet of Things (IoT) has ushered in a new era of ultra-low-latency data processing and decision-making.

These two transformative technologies converging into a new paradigm, the Artificial Intelligence of Things (AIoT). The AIoT industry is projected to reach a total value of $24.9bn by 2028 at a CAGR of 37.7%

Edge AI combined with IoT involves running AI algorithms locally on a hardware device instead of transmitting data to a centralised

AI companies want regulation, but is it for the right reasons?

AI companies are pushing for regulation. Is their motivation paranoia or altruism? Or does regulation secure competitive goals?

In early May, Luke Sernau, a senior software engineer at Google, wrote an informal memo about open-source AI. It was widely circulated on Google’s internal systems before a consulting firm, Semi-Analysis, verified and published it.

Here are some excerpts:

“We’ve done a lot of looking over our shoulders at OpenAI. Who will cross the next milestone? What will the next

Navigating the labyrinth of AI risks: an analysis

The narrative surrounding the risks of AI has become increasingly unipolar, with tech leaders and experts from all corners pushing for regulation. How credible is the evidence documenting AI risks?

The risks of AI appeal to the senses. There’s something deeply intuitive about fearing robots that might deceive us, overpower us, or turn us into a commodity secondary to their own existence.

Debates surrounding AI’s risks intensified after the nonprofit Center for AI Safety (CAIS) released a state

Defining interoperability in maintenance • Infraspeak Blog

Interoperability, within the context of maintenance management, is the capacity of systems, applications, and devices to connect, communicate, and function together harmoniously.

In today’s highly connected digital landscape, getting systems to “talk to each other” is crucial. Otherwise, data remains siloed – stagnant – when it could drive efficiency across multiple systems.

For instance, in one Deloitte study, 75% of businesses reported data siloing and interoperability issues. A second study

"We wanted flying cars, instead we got 140 characters” – is the future back?

In his influential essay “What Happened to the Future?”, Peter Thiel lamented that society had moved away from a vision of the future filled with “flying cars,” focusing instead on incremental advancements such as the “140 characters” of a Twitter post. Has AI changed that?

Thiel’s comments were published in 2011 when AI was still a somewhat fringe technology used primarily for scientific and research purposes.

Since then, AI has surged into the limelight, and humanity has started dreaming of

Why facility managers are moving on from CMMS • Infraspeak Blog

In the dynamic world of facility management, the quest for effective solutions is ongoing.

The pressure is on modern facilities to maintain uptime and streamline maintenance operations to avoid downtime. Unplanned downtime costs up to $50 billion annually across multiple industries.

The role of maintenance management in preventing downtime is well-established, with effective preventive maintenance bringing about reductions in costs and increases in productivity.

For a long time, Computerised

The Cost-Saving Potential of Hybrid Networks in 5G

As 5G technology has evolved, an increasing number of businesses are investing in private 5G networks.

According to the Global Mobile Suppliers Association (GSA), around 955 organisations were deploying private 5G networks in 2022, representing a significant increase from 2021.

However, the infrastructure required to support standalone private 5G networks is costly and complex. Hybrid 5G networks provide a solution where private on-premises 5G networks combine with public infrastructure to bri

What is Video Annotation for AI?

Computer vision (CV) was formerly focused on identifying and classifying information from still images but has now evolved to respond to complex video data.

Video annotation has emerged as a critical component for developing AI applications that understand and respond to visual data in motion.

In this article, we will explore the concept of video annotation, its applications, and the challenges of this complex form of data annotation.

Video annotation is the process of labeling or tagging spe

How to reward advisors, contractors and others with equity

Sharing ownership to incentivise key team members is a winning strategy.


Share schemes, like Enterprise Management Incentives, provide tax benefits while enabling startups to reward team members with equity.


However, the EMI scheme is only eligible for UK-based full-time employees on the payroll – and businesses may also want to reward non-employees like advisors, consultants, contractors and freelancers.

Find out if your company is eligible for EMI in two minutes!

So, if EMI isn't an

Exit strategies explained

Startups – what are they heading for?


Startup founders often plan for an exit, such as a merger and acquisition (M&A) or initial public offering (IPO).


But exit strategies are relevant to all shareholders, including shareholders created through share schemes, as they enable them to realise the value of their shares.


In this article, we will explore the main types of exit strategies available to business owners and discuss the pros and cons of each.

A trade sale involves selling the c

Do Hummingbirds Migrate? (All You Need To Know)

Hummingbirds never cease to amaze, and they’ve got a few tricks up their tiny sleeves when it comes to migration. These super-compact birds are record-breakers in many categories - their hearts beat thousands of times a minute, they’re extremely fast, and of course, they’re the smallest birds in the world. But, here we’ll be addressing the question: do hummingbirds migrate?

Many North American hummingbirds migrate every year from their northern breeding grounds. Many of the major North American

The many ways employees can benefit from your EMI scheme

One of the primary advantages of the Enterprise Management Incentive scheme is its flexibility.

While the majority of businesses opt for exit-only EMI options, where employees can only receive and sell their shares upon an exit event, that’s certainly not the only possibility.

In fact, there are several other ways employees can benefit from an EMI scheme.

This guide overviews the flexibility of the EMI scheme and the many ways employees can benefit from it. But if you want to learn more about
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