Category: Technology

The scientific world has long recognized that proving mathematical theorems is an essential first step in the development of artificial intelligence. To prove the correctness or falsity of a conjecture, one must use symbolic reasoning and sort through an unlimited number of alternatives. These tasks are beyond the capabilities of even the most complex artificial intelligence systems.

The cutting edge of artificial intelligence today is the creation of machines that can “solve on the spot” or come up with a complete answer to a problem in one go. However, this is not the way most individuals deal with difficult situations. Mathematical reasoning is more difficult to formalize and measure.

Meta AI is an important development at the intersection of artificial intelligence and mathematics. The team’s neural theory installer completed five times more IMO problems as any other AI system before it, for a total of ten. In terms of miniF2F, a popular math test, the AI ​​model outperforms the latest model by 20% and outperforms Metamath by 10%.

The team’s HyperTree Proof Search (HTPS) approach is taught to generalize from a data set of valid mathematical proofs to entirely new challenges. Using some computational shorthand for a finite number of examples, he can deduce a suitable proof for the problem IMO.

Neurological theory has demonstrated that it is required to relate a “state” to an existing (incomplete) understanding of the problem in order to behave like a human being. Initially, the researchers used a reinforcement learning strategy combined with pre-existing proof tools such as Lean.

The “current state” of the (incomplete) proof is a node in the graph, and each subsequent step is an edge. This allows visualization of the directory as a whole. Proof aides use the process of deductive reasoning to make this method possible.

The AI ​​for playing chess requires a similar mechanism: the ability to assess the strength of a given chess position, and in this case, a proof state. To achieve this, the team adopted a strategy reminiscent of the Monte Carlo Tree Research (MCTS), in which the model iteratively estimates that:

1. A set of plausible counterarguments to use in a particular case of proof
2. The result of the proof after a specified number of counterarguments are presented.

This allows for online training to significantly improve the performance of a previously tested prototype on specific issues.

As a result, the proposed method outperforms the currently published latest by 20% over the accuracy of the Minif2f validation set and solves ten previously unresolved problems IMO. The team hopes their work will help the community build on their work so we can all take more rapid steps forward in this wonderful field.

check the paperAnd the ToolsAnd the reference article. All credit for this research goes to the researchers on this project. Also, don’t forget to join Our page on redditwhere we share the latest news on AI research, cool AI projects, and more.

Amazon has unveiled “Sparrow,” a new intelligent robotic system that aims to simplify the fulfillment process by moving individual products before they are packaged.

Unlike the retail giant’s previously deployed robotic arms, which include the likes of Cardinal and Robin, Amazon claims the Sparrow arm can identify about 65% of its product inventory without human assistance.

Sparrow uses computer vision and artificial intelligence (AI) to identify and manipulate millions of items, simplifying the process and saving human energy, and the company says Amazon employees around the world have picked, stored or packed nearly 5 billion packages — or more than 13 million packages per day.

Why is Amazon betting on bots?

An Amazon spokesperson said in Blog Posts Announcing the news.

“By working with our employees, Sparrow will take on repetitive tasks, enabling our employees to focus their time and energy on other things, while also enhancing safety.”

Sources indicated that the retail giant is in dire need of automated intervention.

Leaked internal search, originally reported by vox (Opens in a new tab)He claimed that Amazon could run out of employees willing to work in its warehouses by 2024 if it did not change its hiring practices.

“If we continue business as usual, Amazon will exhaust the available labor supply in the US network by 2024,” the research states.

Amazon has always bet on robots, and in 2012 it made a major investment to improve productivity in the supply chain by acquiring Kiva, a robotics company whose technology is still in heavy use ten years later.

Robots don’t take human jobs, they also create them if Amazon’s claims are to be believed.

The company estimates that more than 700 new job categories have been created across its operations to date thanks to the deployment of automated technology

• Interested in making your own foray into the online retail world? Check out our guide to Best e-commerce platforms

New research indicates that the majority of today’s apps are built with open source software (OSS), which once again demonstrates its importance

according to Octoverse 2022 Report from GitHub (Opens in a new tab) In the case of open source software, 90% of Fortune 100 companies use OSS for some capacity, compared to the results of the company’s first report in 2012 where companies were only using OSS to power their web servers.

This year alone, there were 413 million contributions from OSS to GitHub from 94 million users of the platform, the company indicated.

Open source software in 2022

Commercially backed open source software projects are on the rise, the report added, indicating that about a third of Fortune 100 companies now have an Open Source Software Office (OSPO) to coordinate their OSS strategies.

Commercially backed projects have proven particularly popular among first-time shareholders, who make up about half of their business.

Not all news is good, though Summary of the Open Source Security and Risk Analysis (OSSRA) Report (Opens in a new tab) For 2022, it found that despite a steady 3% year-over-year decrease in vulnerabilities, more than 80% of the analyzed code bases still contain at least one vulnerability.

The results showed a promising reduction in high-risk vulnerabilities, showing a reduction of 11%.

This may in part be due to a lack of maintenance, as 88% of the code bases investigated have not shown any signs of updating in the past 24 months.

According to GitHub VP of Developer Relations, Martin Woodward, who claims that OSS is the foundation of 99% of the world’s software, “there are a number of benefits to open source, from providing an environment to work quickly and flexibly, to enabling collaboration from developers around the world.”

Across VentureBeat (Opens in a new tab)

There are two main types of companies that investors are avoiding this year: those that operate in the technology sector, and those that serve consumers. Unfortunately Lemonade (LMND 7.14%)Both artificial intelligence-driven insurance company.

Inflation is rising, forcing the US Federal Reserve to raise interest rates aggressively to try to push them back toward a more natural rate. As a result, consumers are affected by a combination of higher prices for everyday goods and services and higher borrowing costs. Along the same lines, tech companies struggle when the cost of capital rises because money is hard to come by to fund growth.

But these headwinds won’t last forever. Lemonade just posted another strong quarterly result for the period ending September 3. 30, and believes it can be profitable with the money it already has. With its stock price down 88% from its all-time high, that’s why investors may want to buy now.

Lemonade difference

Most consumers can point out at least two things they don’t like about dealing with traditional insurance companies, whether it’s the customer experience or the time it takes to process and pay a claim. The industry isn’t known for innovation – but then lemonade came along.

Lemonade has been developed Artificial intelligence (AI) to revamp customer interactions and the way premiums are paid. Its online bot, Maya, can quote an insurance policy in 90 seconds and pay claims within three minutes without human intervention. The company now operates in five insurance markets: Home Owners, Renters, Life, Pets and Auto, its latest addition.

Lemonade is also opening up new ground outside of America, having launched Content Insurance (Tenants) in the UK during the last third quarter. It follows the company’s previous entry into Germany, the Netherlands and France.

Overall, Lemonade’s unique technology-centric approach resonates with customers, perhaps because it brings insurance in line with other goods and services consumers use to purchase online with speed, ease and a high level of convenience. In the third quarter, the company had more than 1.77 million customers, which is a 30% jump over the same period last year.

In addition, its premiums per customer rose to another all-time high as more Lemonade customers purchased multiple products.

Premium strength lemonade is on the rise

Perhaps the most significant benefit from Lemonade’s third-quarter report was a 76% jump in an effective premium. It’s the dollar value of premiums for all active policies, and it has risen to a record high of $609 million over the period. This was helped by Lemonade’s recent acquisition of AI-powered insurer MetroMile, which added 32 percentage points to the score.

The explosive growth rate is also a result of Lemonade’s rapidly expanding customer base, as well as the fact that each customer continues to spend more money with the company over time.

One thing investors are concerned about is Lemonade’s total loss ratio — the percentage of premiums it pays to fund claims — which was 94% in the third quarter. This is well above the 75% level that it is striving to achieve, and it will be difficult for the company to turn a profit if it remains at this high level. It was 77% a year ago, and the jump is mainly attributed to short-term factors such as Hurricane Ian in Florida and Lemonade’s acquisition of MetroMile.

Lemonade reported a net loss of $91 million for the quarter, bringing its total net loss to $304 million over the past four quarters. But the company sees a light at the end of the tunnel because it believes it can be profitable with the money it has. This would be a huge positive for investors as it means they won’t have to put up with a diluted capital increase, especially at Lemonade’s currently pent-up share price.

Why is lemonade a buy when it dips

Lemonade’s upcoming fourth-quarter results may not be as strong as Q3, because the company pushed some of its marketing efforts forward to get a better return on investment. She says Q4 is usually weak due to seasonality.

But this is a long-running story. Take, for example, Lemonade Auto Insurance, which entered only last year. It’s a $316 billion annual opportunity in the US alone, which leaves plenty of room for growth compared to the company’s current total premiums in place.

In addition, Lemonade has just agreed to a deal with rubbery, a retailer of pet products, offers Lemonade pet insurance to 20 million customers. The partnership is set to begin in 2023, and could provide a positive boost to Lemonade’s customer base.

All things considered, Lemonade has an exceptional growth path into the future. The risk is that it fails to turn a profit in the near term as expected, but this weak economy and A pessimistic tone towards technology companies It won’t last forever. If she can withstand these conditions, she will likely find herself in a better position a year or two from now.

With Lemonade stock down 88% from its all-time high, the risk-reward equation might make sense for investors here.

Teradyne Companies Mobile Industrial Robots (MiR) AutoGuide Mobile Robots has merged to become a single supplier of Autonomous Mobile Robots (AMRs), one of the fastest growing segments of automation today. At the end of September, the integrated company became officially known as Mobile Industrial Robotics (MiR), with Teradyne CEO Walter Vahey taking over as president. It will be headquartered in Odense, Denmark, where MiR has run its global operations since its launch in 2013.

MiR develops and markets secure, collaborative mobile robots that can quickly, easily and cost-effectively manage internal logistics, freeing employees to perform higher value activities. Prior to the merger, MiR offered a wide range of AMRs capable of carrying payloads and platforms up to 3,000 lb (1,350 kg). By integrating with AutoGuide, the portfolio will expand to include high-tonnage AMR winches and towings that will run on the MiRFleet software.

© Mir | https://www.mobile-industrial-robots.com

According to Vahey, who led Teradyne’s acquisition of MiR in 2018 and AutoGuide a year later, customers in the global inland logistics marketplace demand a full line of AMRs spanning into low, medium and high tonnage vehicles to automate material transportation throughout the value chain. “By joining forces, we will uniquely meet our customers’ needs for in-house logistics automation, from a single resource that provides easy-to-deploy, reliable and scalable AMRs with combined fleet management software,” he says.

As part of Teradyne, these two companies have already worked together to develop a way to run AMRs on the same fleet management software.

“This close collaboration accelerated the integration process,” Fahy adds. “Being a single organization helps ensure that we deliver an extensive AMR product line running on a common fleet program to our customers.”

The company maintains a huge global presence
The new combined company employs 450 employees, including 250 engineers. MiR is already well established in the AMR market with over 7,000 AMRs sold in more than 60 countries. AMR pumps can automatically and safely pick up, move and deliver pallets or other loads in highly dynamic environments, which is why they constitute a safe and efficient alternative to traditional Automated Guided Vehicles (AGVs), forklifts and pallet trucks.

The combined MiR company now has a global distribution network of more than 200 partners worldwide. In addition to its headquarters in Odense, Denmark, MiR has regional offices in Boston. Holbrook, New York; San Diego; Chelmsford, Massachusetts; Georgetown, Kentucky; Singapore ; Frankfurt. Barcelona. Tokyo; Seoul and Shanghai.

Summary: The new findings reveal that mice can move their heads to the rhythm of music, showing that the animals have an innate synchronization of the pulse.

source: University of Tokyo

Precisely moving into a musical rhythm was thought to be a skill unique to humans. However, new research now shows that mice also have this ability.

The optimal rhythm for gesturing is found to depend on the constant time in the brain (the speed at which our brains can respond to something), which is similar across all species. This means that the ability of our auditory and motor systems to interact and transition to music may be more widespread across genres than previously thought.

This new discovery not only offers more insight into the animal’s mind, but also provides insight into the origins of our music and dance.

Can you move into the rhythm, or is your left foot? Apparently, how well we can adjust the timing of our movement to music depends to some extent on our innate genetic ability, and this skill was previously thought to be a uniquely human trait.

While animals also react to auditory noises, may make rhythmic sounds, or are trained to respond to music, this is different from the complex neural and motor processes that work together to enable us to naturally recognize the rhythm of a song, respond to it or even anticipate it. This is referred to as pulse synchronization.

Only recently, research studies (and home videos) have shown that some animals share our desire to go into the groove. A new research paper by a team from the University of Tokyo provides evidence that mice are one of them.

Associate Professor Hirokazu Takahashi of the institute explained that “rats instinctively – that is, without any training or prior exposure to music – outperform synchrony more clearly within 120-140 beats per minute (beats per minute), which humans also show clear synchronization of impulses.” . Graduate School of Information Science and Technology.

“The auditory cortex, an area in our brain that processes sound, was also set at 120-140 beats per minute, which we were able to explain using our mathematical model of brain conditioning.”

But why play music to mice in the first place?

“Music exerts a strong attraction to the brain and has profound effects on emotion and cognition. To make effective use of music, we need to unravel the neural mechanism underlying this experimental fact,” Takahashi said.

“I’m also an electrophysiologist, which is concerned with electrical activity in the brain, and I’ve studied the auditory cortex of mice for many years.”

The team had two alternative hypotheses: the first was that the optimal musical tempo for tempo synchronization would be determined by the body’s time constant. This varies between species and is much faster for small animals than for humans (think of how fast mice can roll over).

The second is that the optimal cadence will instead be determined by the brain’s time constant, which is surprisingly similar across species.

“After conducting our research with 20 human participants and 10 rats, our results indicate that the optimal rhythm of beat synchronization depends on the constant time in the brain,” Takahashi said.

“This shows that the animal brain can be useful in elucidating the sensory mechanisms of music.”

Mice were fitted with miniature wireless accelerometers, which could measure the slightest head movements.

The human participants also wore accelerometers on headphones. They were then played to one-minute excerpts from Mozart’s Sonata for Two Pianos at D Major, K. 448, at four different tempos: seventy-five percent, 100%, 200% and 400% of the original speed.

The original rhythm was 132 beats per minute and the results showed that the synchronization of the rats’ beats was clearest in the range of 120-140 beats per minute.

The team also found that both mice and humans shook their heads to the beat with a similar rhythm, and that the level of head shaking decreased as the speed of the music increased.

“To our knowledge, this is the first report of innate beat synchrony in animals that was not achieved through training or musical presentation,” Takahashi said.

“We also hypothesized that short-term adaptation in the brain was involved in tempo-tuning in the auditory cortex. We were able to explain this by fitting our neural activity data with a mathematical model of the adaptation.”

Furthermore, our adaptive model showed that in response to a sequence of random clicks, the highest hit prediction performance occurred when the average inter-stimulus interval (the time between the end of one stimulus and the start of another) was about 200 milliseconds (one thousandth of a second).

“This matches internal period statistics in classical music, suggesting that an adaptive property of the brain underlies the perception and creation of music.”

In addition to being a fascinating insight into the animal mind and the development of our own rhythmic synchrony, researchers also see it as an insight into the creation of music itself.

“Next, I would like to reveal how other musical characteristics such as melody and harmony are related to brain dynamics. I am also interested in how, why and what brain mechanisms create human cultural fields such as fine art, music, science, technology, and religion,” Takahashi said.

I think this question is the key to understanding how the brain works and developing the next generation of artificial intelligence (AI). Also, as an engineer, I am interested in using music for a happy life.”

Financing: This work was supported in part by JSPS KAKENHI (20H04252, 21H05807) and JST Moonshot R&D software (JPMJMS2296).

About this music and news of neuroscience research

author: Joseph Krecher
source: University of Tokyo
Contact: Joseph Krecher – University of Tokyo
picture: The image is in the public domain

original search: open access.
“Synchronization of spontaneous beats in rats: neural dynamics and motor impulsivityWritten by Hirokazu Takahashi et al. Translational Medicine Sciences

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Summary

Synchronization of spontaneous beats in rats: neural dynamics and motor impulsivity

Pulse perception and synchronization within 120 to 140 beats/minute (BPM) is common in humans and is frequently used in musical composition. Why tempo synchrony is uncommon in some species and the mechanism for determining the optimal tempo is unclear.

Here, we examined bodily movements and neural activities in mice to determine the sensitivity of their impulses.

Close examination of head movements and neural recordings revealed that the mice showed prominent synchronization and pulse activity in the auditory cortex at 120 to 140 beats per minute. Mathematical modeling suggests that short-term adaptation underlies this stroke tuning.

Our results support the hypothesis that the optimal rhythm of beat synchronization is determined by the time constant of neural dynamics conserved across species, rather than the species specific time constant for bodily movements. Thus, the underlying neural propensity for auditory motor interference may provide the basis for a more widespread human entry than is currently thought.

More studies comparing humans and animals will provide insight into the origins of music and dance.

Black Friday may still be a few weeks away, but there are still some great permanent office deals on offer already.

We’ve been piecing together all the cheaper deals all weekend and into Cyber ​​Monday. Prices have already been reduced at all major stores across the US and UK, including Amazon, Best Buy, Walmart, John Lewis, and Newegg to name a few.

If you need a furniture upgrade, there’s no better time than this to consider switching to a standing desk. We’re keeping our eyes on top retailers for the entire Black Friday deals to ensure you don’t miss a thing.

There are huge savings on pre-assembled standing desks, but it’s also worth considering desk frames and surfaces, which are sold separately. They are easy to assemble (in fact, you often have to attach the top yourself if you buy a complete desk), and picking them up separately often results in an overall cheaper price.

We’ll keep this page updated with all the best deals as they come in, so bookmark it and come back often if you don’t see your dream permanent office.

Black Friday Standing Desk Deals (US)

Stand Desks $100 – $399

Permanent Desk Deals for Black Friday (UK)

Existing desks from £100 to £399

Standing desks 400 GBP +

Standing Desk Black Friday Deals: Our Expectations

When will permanent black friday office deals start?

Immediately! Black Friday is November 25 this year, but the permanent office deals run all weekend and into Cyber ​​Monday.

The explosive growth of Black Friday and its increasing popularity means that top-tier savings have also been seen in the surrounding days and weeks.

We’ve taken note of retailer’s shopping patterns and offers and found that the best deals hit stores at the start of Thanksgiving week. Furthermore, price cuts can be seen from mid-October, so you might be out of luck if you need a new permanent desk but don’t want to wait until the end of November. On the flip side, expect prices to stay low until Christmas and throughout the holiday season.

With standing desks becoming more popular than ever, especially with people who often work from home, we fully expect retailers to offer plenty of discounts during the entire sales season – you’ll be spoiled for choice.

The Covid-19 pandemic has only accelerated the online shopping trend, driving up the demand for bargains throughout the Black Friday season. Need a guide? Just look at the data: Adobe found that the popularity of online shopping increased 50% between 2019 and 2020.

Where to Find the Best Permanent Black Friday Desk Deals?

There’s one easy way to make sure you don’t miss out on any of the best standing desk deals on Black Friday: Keep this page bookmarked and check back regularly. If you want to go online to find your own deals, there are plenty of major retailers worth visiting for permanent desk deals, and we’ve highlighted some of our favorites up top in this guide.

How to find the best standing desk deals

There are a few good rules to follow to ensure you get the best deals on Black Friday – whether you’re shopping for a new permanent desk or a new one. laptop (Opens in a new tab)or anything else.

What’s the best way to make sure you’re on top of things? Do your research before the best deals start showing up. When it comes to standing desks, you’ll have to take the time to figure out exactly what features you need in your new piece of furniture and what traits you’d like to leave behind to secure the best possible price. We’ve explained exactly what to look for below.

Far from the desks themselves, make sure you’re ready for the moment you sit down to buy your new product – because you’ll be better off if you’re ready to shop. While it is true that all major retailers tend to match their prices, they also try to outperform their competitors by offering free gifts and packages. These incentives can make a difference when you’re ready to apply.

We’ll be staying on top of the best permanent office deals this Black Friday and beyond, so keep this page bookmarked if you want to make sure you get the best discounts and deals. But if you want to go out on your own, check all the big retailers before cashing in.

It’s worth asking your network widely in terms of dates, especially if you want the best deal. The top Black Friday discounts tend to arrive the week of the event, but it’s common to see other good deals pop up throughout November and sometimes at the end of October.

If you decide to pounce on an earlier deal, consider keeping your standing desk boxed in until the best Black Friday deals pop up. You can easily see your desk has shrunk even further, and you can buy the cheaper model and repurchase the previous one for a refund – saving you even more cash.

How to choose the right standing desk

A standing desk is a niche set of gadgets that a lot of people have embraced over the past couple of years, and it pays to check the specs before rolling out a Black Friday deal.

The first thing to consider is the height of the desk. It is not a good idea to buy a standing desk if its maximum height will not be tall enough to stand and work comfortably. Likewise, keep in mind minimum height – you’ll want to sit sometimes too.

Make sure that the desk is big enough for your work environment and that it fits in the space allotted to it, and check the weight capacity: you don’t want to load it with monitors and find that it can’t handle the pressure.

Permanent offices use electric, manual or pneumatic adjustment systems. Think about which would be easiest for you to use, and make sure you have a spare plug if you go the electric route.

It is important to think about the environment around your office. If you use monitor arms, make sure they can easily attach to your desk. If you need a keyboard case, add one to your order – and consider a footrest. And if you’re buying a new standing desk, it’s probably worth upgrading to a new desk chair as well: You won’t be standing all the time, and comfortable support is essential no matter how you choose to work.

3 of the best standing desks to look for

When shopping for a standing desk, it pays to have an idea of ​​the top models and brands beforehand. These are three of the best standing desks we tested, so any Black Friday deals on them are worth investigating.

The Flexispot E7 is a premium, height-adjustable standing workstation that offers a stunning curved workplace at an affordable price.

There is a built in wireless charger on the left side of the bamboo deck.

One such improvement is the built-in wireless charger on the left side of the desk. While incorporating this into the office is very useful in some situations, others may find it difficult to use due to the inability to move.

All in all, it goes beyond what we’d expect from a standing desk. Don’t forget to invest in a good office chair if you want to work in a comfortable and relaxing environment.

Read the full review: Flexpot E7

Lift V2.0 It is one of the best permanent offices that benefits from first class build quality and prides itself on stability. An issue that can be found in some standing desks is that they can be a bit shaky, especially when extended to higher levels. The Uplift is quite stable, though, thanks to the built-in stability brackets.

Dual motors mean the desk can change heights quickly, with smooth, quiet motion, and anti-collision technology is also present (meaning if the desk goes down and hits something—like your chair, or God forbid, your head—stop).

The desk also makes use of several mounting points for accessories, with some nice extras that can be attached to this thing – including a hammock under the desk (yes, you read that right – it attaches underneath when the desk is fully raised). If there is any evidence you need for this unit to be stable, it is capable of sleeping in a hammock underneath!

There are plenty of options for desktop sizes and colors (and window colors indeed), you get built-in cable management, and there are curved or angled desk models. The products are backed by a great seven-year warranty as well.

The Uplift is available in standard and commercial desk versions (the latter has more stability thanks to the crossbar), and those outside the US can order a unit shipped. However, it will be delivered as “palletized freight” and may be expensive – so the manufacturer suggests buying an Uplift frame only and sourcing your desktop locally.

Read the full review: Lift V2.0

There is a lot to like about The permanent office of the branch (Opens in a new tab)It is a versatile piece of furniture in many ways. For starters, it rises to the highest level of desks on this tour, and as Branch notes, this stationary desk provides a stable work surface for people 6 feet 8 inches tall.

The melamine desktop is stain-resistant and impact-resistant, so it should be safe from spills or other accidents. In addition, the lifting motion is nicely smooth when the desk is raised using dual motors, and the three-stage column system ensures stability even at the highest levels this desk can reach (adjustable legs help with this goal as well).

You get four memory presets for different much-needed heights and cable management facilities, too. There are some useful optional extras, such as in-office power outlets (and USB ports), moreover, the sub-office is easy to assemble.

There are two different versions – a Team Plus model and an executive desk that is the same depth but wider (60 inches instead of 48 inches). With a reasonably affordable asking price and a 10-year warranty, this office furniture may tempt you. The only downside to this desk is that you can’t pick it up right away. You will have to ask for it and wait patiently.

Read the full review: The permanent office of the branch

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One of the best real-time tactical games of the past decade is currently available for free on the Epic Game Store, but you’ll have to hurry up to get Shadow Tactics: Blades of the Shogun.

The Hidden Samurai title is one of this week’s titles Free Epic Games Store Gamesalong with Alba: A Wildlife Adventure, are both yours to download and keep forever – but only if you get them before November 24th.

Samu right up your alley

Since its debut in December 2016, Shadow Tactics has been heralded as one of the best strategy and tactical games around for its outstanding blend of storytelling, combat and world-building controls.

Rooted in the Edo period in Japan, it features some of the best tactics-based gameplay in decades. You lead a squad of uniquely talented ninjas through heavily designed stealth machines, asking you to sneak through enemy lines to complete objectives, take out targets and hide clues to avoid detection.

You will play through the rotation of five main characters, each with special abilities and narration to take into account as you progress through the game. Armed with a shuriken and a hook hook, Hyato is a great starting character, excellently mobile and sneaky, while the unassuming Takuro is surprisingly lethal thanks to his sniper rifle that lets you take down targets across the map.

November is a great time for weird samurai games, with Sony distributes Soulslike’s favorite Nioh 2 as part of Free PS Plus Games Lined up.

Epic Games is set to change the roster on November 17th, so you’ll need to use those ninja skills and act fast before it disappears from the free-to-play section and is replaced by the horror title Evil Dead: The Game.