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As artificial intelligence continues to develop at a rapid pace, it’s easy to wonder where this new age is headed.
The likes of ChatGPT, Midjourney and Sora are transforming the way we work through chatbots, text-to-image and text-to-video generators, while robots and self-driving cars are helping us perform day-to-day tasks. The latter isn’t as mainstream as the former, but it’s only a matter of time.
But where’s the limit? Are we headed towards a dystopian world run by computers and robots? Artificial general intelligence (AGI) is essentially the next step but as things stand, we’re a little way off from that becoming a reality.
AGI explained
AGI is considered to be ‘strong’ AI, whereas ‘narrow’ AI is what we know to be generative chatbots, image generators and coffee-making robots.
Strong AI refers to software that has the same, or better, cognitive abilities as a human being, meaning it can solve problems, achieve goals, think and learn on its own, without any human input or assistance. Narrow AI can solve one problem or complete one task at a time, without any sentience or consciousness.
This level of AI is only seen in the movies at the moment, but we’re likely headed towards this level of AI-driven technology in the future. When that might be remains open to debate – some experts claim it’s centuries away, others believe it could only be years. However, Ray Kurzweil’s book ‘The Singularity is Near’ predicts it to be between 2015 and 2045, which was seen as a plausible timeline by the AGI research community in 2007…although it’s a pretty broad timeline.
Given how quickly narrow AI is developing, it’s easy to imagine a form of AGI in society within the next 20 years.

It is increasingly clear that all roads lead to AGI. Tesla is building an extremely compute-efficient mini AGI for FSD.
— Elon Musk (@elonmusk) December 29, 2023

What can AGI do?
Despite not yet existing, AGI can theoretically perform in ways that are indistinguishable from humans and will likely exceed human capacities due to fast access to huge data sets. While it might seem like you’re engaging with a human when using something like ChatGPT, AGI would theoretically be able to engage with humans without necessarily having any human intervention.
An AGI system’s capabilities would include the likes of common sense, background knowledge and abstract thinking, as well as practical capabilities, such as creativity, fine motor skills, natural language understanding (NLU), navigation and sensory perception.

When will we see Artificial General Intelligence, or AGI — when AI can do nearly anything the human brain can do (and perhaps do it better) — become a reality?
We asked 33 AI-focused YC founders, and here’s what they had to say.
https://t.co/ciLInPGglj pic.twitter.com/gBSU5mO8vi
— Y Combinator (@ycombinator) November 21, 2023

A combination of all of those abilities will essentially give AGI systems high-level capabilities, such as being able to understand symbol systems, create fixed structures for all tasks, use different kinds of knowledge, engage in metacognition, handle several types of learning algorithms and understand belief systems.
That means AGI systems will be ultra-intelligent and may also possess additional traits, such as imagination and autonomy, while physical traits like the ability to sense, detect and act could also be present.
AGI vs AI?
We know that narrow AI systems are widely being used in public today and are fast becoming part of everyday life, but it currently needs a human to function at all levels. It requires machine learning and natural language processing, before requiring human-delivered prompts in order to execute a task. It executes the task based on what it has previously learned and can essentially only be as intelligent as the level of information humans give it.
However, the results we see from narrow AI systems are not beyond what is possible from the human brain. It is simply there to assist us, not replace or be more intelligent than humans.
Theoretically, AGI should be able to undertake any task and portray a high level of intelligence without human intervention. It will be able to perform better than humans and narrow AI at almost every level.
What is the future of AGI?
Stephen Hawking warned of the dangers of AI in 2014, when he told the BBC: “The development of full artificial intelligence could spell the end of the human race.
“It would off on its own and redesign itself at an ever-increasing rate. Humans, who are limited by slow biological evolution, couldn’t compete and would be superseded.”

Kurzweil followed up his prediction in ‘The Singularity is Near’ by saying in 2017 that computers will achieve human levels of intelligence by 2029. He predicted that AI itself will get better exponentially, leading to it being able to operate at levels beyond human comprehension and control.
He then went on to say: “I have set the date 2045 for the ‘Singularity’ which is when we will multiply our effective intelligence a billionfold by merging with the intelligence we have created.”
These discussions and predictions have, of course, sparked debates surrounding the responsible use of CGI. The AI we know today is viewed to be ‘responsible’ and there are calls to regulate many of the AI companies to ensure these systems do not get out of hand. We’ve already seen how controversial and unethical the use of AI can be when in the wrong hands. It’s unsurprising, then, that the same debate is happening around AGI.
In reality, society must approach the development of AGI with severe caution. The ethical problems surrounding AI now, such as the ability to control biases within its knowledge base, certainly point to a similar issue with AGI, but on a more harmful level.
If an AGI system can essentially think for itself and no longer has the need to be influenced by humans, there is a danger that Stephen Hawking’s vision might become a reality.
Featured Image: Ideogram
The post What is AGI and how is it different from AI? appeared first on ReadWrite.

Assassin’s Creed Red is one of the many new Assassin’s Creed games that are set to be released over the coming years. This one certainly appears to have a different tone than the ones we’ve seen so far, with a brand new setting to get accustomed to.
Here, we’ll take you through everything we know on Assassin’s Creed Red including any release date speculation, trailers, platforms, and more, allowing you to be prepped and ready for when the time comes.
Assassin’s Creed Red release date
Assassin’s Creed Red’s release date will be between April 2024 and March 2025 according to Ubisoft’s most recent earnings report.
If we were to do some detective work, most Assassin’s Creed titles release between October and November, hitting that holiday period.
We expect Red to follow suit here since the game has been in development for some time, and allows Ubisoft to get back into that (almost) yearly cycle for the Assassin’s Creed franchise.
Assassin’s Creed Red trailers
At the time of writing, there has been only one trailer released for Assassin’s Creed Red. This comes in the form of a teaser, showcasing a stealthy-looking figure atop of a Japanese-style rooftop, alluding to what we can expect for the game’s setting.
Here is the teaser trailer in all its 30 second glory for you to enjoy:

Assassin’s Creed Red platforms
Since the aforementioned release date for Assassin’s Creed Red will be between 2024 and 2025, we have a good idea as to what platforms the game will launch on.
Although not officially confirmed, we expect Assassin’s Creed Red to release on PS5, Xbox Series X|S, and PC. There might be a small chance that we see Red on previous gen console such as the Xbox One and PS4, but since the newer consoles will be 4 years old by the time of release, it is unlikely.
Where is Assassin’s Creed Red set?
Assassin’s Creed Red will be set in Feudal Japan but the exact dates within this period remain unclear. Throughout the Feudal era, there was a whole lot of fighting, whether that be internally or pushing back invaders, along with various power struggles between competing warlords, their samurai, and rival clans.
This makes it an absolutely perfect time for an Assassin’s Creed game to be set with many of the franchise’s themes being around overthrowing the evil powers that are in charge, and keeping the peace overall. Moreover, Japan is the birthplace of ninjas which fits brilliantly into the ‘assassin’ nature of the games very well.
Who are the Assassin’s Creed Red protagonists?

According to various leaks, instead of the old school Assassin’s Creed approach to one protagonist, you will in fact have two to choose from. Allegedly, one will be a samurai and the other will be a shinobi (basically a ninja), allowing for a bit of variety. Whether this will be similar to that of Assassin’s Creed Odyssey where you select which character you want to play as at the beginning of the game, or you get to play as both throughout, is yet to be seen.
The samurai is rumored to be loosely connected to Yasuke, regarded by some as the first recorded foreign samurai due to his African origins. This would make sense in the realm of Assassin’s Creed as Ubisoft does have a tendency to either place historical figures in their games – Leonardo Da Vinci as an example – or creating characters that are based on them.
The second Assassin will be a female shinobi but we don’t have much else to go off right now. What we do have though is a ‘leaked’ image from Senior Writer Pierre Boudreau which actually shows us what this female Shinobi could look like once the game launches.
She is donning the usual Assassin’s cowl with blade in hand but the rest of the outfit is sadly cropped out. This could be the final design of the female Shinobi but since we’re still a ways out from the release, things could also be switched up, especially since this wasn’t exactly an official character reveal.
Is Assassin’s Creed Red the real title?

Assassin’s Creed Red is a codename for the game, and will likely not be the title when it releases.
Like other announced upcoming Assassin’s Creed games, these codenames are there just to have something to work off and will move to a more setting-related name when the time comes.
Since Assassin’s Creed Red is set in Japan during the Feudal era, the title come release could be something along the lines of Assassin’s Creed: Shogun, or after a specific point in time in that era such as Assassin’s Creed: Sengoku.
Sengoku would fit really nicely if the leaks are true around the playable characters, since the male protagonist may be based on the real-life samurai Yasuke, who was alive during that period.
Featured image: Ubisoft
The post Assassin’s Creed Red – Release date, trailers, platforms, and everything we know appeared first on ReadWrite.