Tech
Global on-device AI market tops $10bn in 2024 | Computer Weekly
As the internet of things (IoT) evolves and expands, among the most recent developments is the integration of artificial intelligence (AI) capabilities directly onto IoT devices to unlock a new generation of applications. Now, a study from IoT analysts at Berg Insight has found that the on-device AI market having risen by 22% from 2023-2024.
Over the course of the lpst few years, leading technology providers have demonstrated how on-device AI is driving a number of use cases – in particular, automotive and industry 4.0 applications – with embedded AI platforms, as well as micro-power Wi-Fi silicon on chip (SoC), enabling intelligent computing.
In its study, The on-device AI market for IoT applications, Berg Insight said that it has identified 40 key companies that shape the on-device AI landscape, and it believes that the market can broadly be divided into two layers. The first encompasses hardware categories such as AI SoCs or system-on-modules (SoMs), AI accelerators and AI microcontroller units (MCUs), each optimised for different levels of performance, power efficiency and integration.
The analyst said AI SoCs typically integrate components such as general-purpose and specialised AI compute cores, on-chip memory and connectivity on a single chip, while SoMs extend this design by including external system memory, storage and interface components on a larger board, targeting more advanced use cases. AI accelerators are those designed to enhance AI inference efficiency in existing systems, typically working alongside a separate host processor in embedded applications.
AI MCUs serve lower-power devices by bringing neural network capabilities to sensors, wearables and IoT endpoints where energy efficiency and cost are most critical. The second layer consists of on-device AI platforms that combine hardware, software and developer tools to simplify model deployment and optimisation.
In all, Berg calculates that the on-device AI market reached US$ 10.1bn 2024 in a market including AI SoCs/SoMs, AI accelerators, AI MCUs and specialised on-device AI software and platforms. The analyst expects the market to grow to US$ 30.6bn in 2029, representing a compound annual growth rate (CAGR) of 25%. The figures excluded revenues generated by non-IoT applications such as smartphones, tablets and personal computers.
Berg noted that the market for on-device AI solutions is characterised by a high degree of heterogeneity in both technologies and applications, in contrast to cloud-based AI where the hardware is typically designed around predefined use cases and centralised infrastructure. It added that embedded AI processing can be architected in numerous ways depending on the end use case, and it can be integrated into an almost limitless range of devices across consumer, industrial and automotive domains.
The analyst said this leads to a differentiated market landscape, with unique design constraints, performance requirements and optimisation strategies. However, it cautioned that the overarching objective is typically the same for all suppliers, which is to achieve the highest possible performance per watt for the intended use case.
“Over the past decade, the on-device AI market has been driven primarily by traditional machine learning use cases such as computer vision and anomaly detection, which have seen steady annual growth of around the 10 percent range,” said Berg Insight IoT analyst Melvin Sorum.
“In recent years, the market has reached an inflexion point as emerging technologies and applications in generative AI, robotics and autonomous driving have opened up new dimensions of growth. These developments are expected to accelerate market growth and give rise to entirely new use cases and product categories.”
Tech
New Proposed Legislation Would Let Self-Driving Cars Operate in New York State
As self-driving car services from Alphabet’s Waymo, Amazon’s Zoox, and Tesla have slowly, quietly expanded across the US, one big, important state has mostly stayed mum: New York.
The union’s fourth most populous state has some of the tightest laws governing autonomous vehicles, requiring companies approved to test in the state to only do so with a driver behind the wheel. There’s no current path for companies to operate the sort of commercial robotaxi services like the sort seen in San Francisco or Las Vegas.
But that could be about to change. On Tuesday, as part of her annual State of State address, Governor Kathy Hochul is set to announce that she is proposing legislation that would expand New York’s current regulations to allow companies to operate limited commercial self-driving car services in cities around the state, her office confirmed Monday. Pilot robotaxi programs would be approved only if the companies submit applications that “demonstrate local support” for their tech’s deployment, as well as robust safety records. The program would exclude New York City.
“This program will make our roads safer and will improve mobility options for communities outside of New York City,” Governor Hochul said in a statement. She said that state agencies would “ensure that these pilots are done in accordance with the highest safety standards.”
If it passes, the legislation would leave one thing unclear: how self-driving-tech developers might jump from providing limited services in New York cities to operating full-scale commercial operations, like the sort Waymo runs in the San Francisco Bay Area. More information about how commercial robotaxi services might fully launch in the state would come “in the future,” Hochul’s office said.
New York City—the nation’s largest metropolis—operates its own autonomous vehicle testing permit program but doesn’t have a path to allow the vehicles to operate without drivers on its busy streets. Waymo holds a permit to test eight vehicles in parts of Manhattan and Brooklyn; that permit will expire at the end of March. The eight vehicles are also not allowed to operate without a safety driver behind the wheel, or to pick up passengers.
If it passes, Hochul’s legislation would mark a serious win for self-driving-car developers, who have viewed large, urbanized states including Illinois, Massachusetts, Washington, and New York as the juiciest targets for legislation allowing the operation of commercial robotaxi services. Other states, including California, Texas, and Arizona, have laws on the books clearly outlining how the technology companies might move from testing to limited pilot programs and then full-blown commercial services.
State records show that Waymo spent more than $370,000 lobbying New York State officials and lawmakers on transportation and telecommunications issues last year. The company currently operates driverless services in five cities—Phoenix, San Francisco, Los Angeles, Austin, and Atlanta—and plans to launch services in some dozen more, including London, this year.
Tech
Minnesota Sues to Stop ICE ‘Invasion’
The State of Minnesota and the cites of Minneapolis and St. Paul on Monday filed a sweeping federal lawsuit to halt what they call an unprecedented and unlawful surge of US federal agents in the Twin Cities, arguing the deployment amounts to a constitutional violation and a direct threat to public safety.
The 80-page complaint, filed in US district court in Minnesota, targets the US Department of Homeland Security and senior federal officials, including DHS secretary Kristi Noem. It asks a judge to immediately block what the federal government calls “Operation Metro Surge,” a large-scale immigration operation that plaintiffs say has sent thousands of armed, masked federal agents into Minnesota communities far from the border, overwhelming local infrastructure and law enforcement.
At a press conference Monday afternoon, Minnesota attorney general Keith Ellison said the lawsuit is intended to stop what he described as an unlawful federal escalation. “This is, in essence, a federal invasion of the Twin Cities and Minnesota, and it must stop.” He accused DHS agents of sowing “chaos and terror” across the metro area through warrantless arrests, excessive force, and enforcement actions at schools, churches, hospitals, and other sensitive locations.
Ellison said the surge has forced school closures and lockdowns, hurt local businesses, and diverted police resources away from routine public safety work. He cited more than 20 ICE-related incidents, including reports of people being pulled into unmarked vehicles by masked agents and vehicles left abandoned in the streets, calling it an “unlawful commandeering of police resources.”
The lawsuit also points to the recent fatal shooting of Minneapolis resident Renee Nicole Good by an ICE agent as a turning point that intensified fear and unrest. Ellison said that the killing, along with subsequent federal rhetoric, left families and entire communities feeling unsafe in public spaces.
Good, 37, was a wife and mother of three. She was fatally shot by an ICE officer during a Minneapolis enforcement operation on January 7. The FBI has assumed sole jurisdiction over the investigation, effectively barring Minnesota authorities from accessing evidence or taking part in the probe, a move state officials say undermines transparency and the integrity of law enforcement in the public eye.
Plaintiffs argue the federal operation violates the Tenth Amendment, federal administrative law, and long-standing limits on immigration enforcement. They also accuse the Trump administration of “retaliatory conduct based on Minnesota’s lawful exercise of its sovereign authority.”
Asked by a reporter from PBS Frontline who said his crew had been pepper-sprayed by federal agents earlier in the day whether the litigation sought to curb the use of crowd-control weapons, Ellison urged journalists to file complaints. “Part of what our case is about is First Amendment protection,” he said. “The press is protected by the First Amendment, and it’s vitally important in this moment.”
In a separate lawsuit Monday, the State of Illinois and the City of Chicago sued DHS and senior federal officials, accusing the Trump administration of unleashing a militarized immigration operation that has “rampaged for months through Chicago and surrounding areas, lawlessly stopping, interrogating, and arresting residents, and attacking them with chemical weapons.”
Tech
Snag a Feature-Packed Gaming Headset for Under $100
Looking for a wallet-friendly gaming headset with big feature support? The Corsair Void Wireless V2 is currently marked down to just $80 at both Best Buy and Amazon, a healthy $50 discount from its usual retail price. This lightweight yet capable gaming headset was already a great buy before the discount, with wide compatibility and a comfortable design built for long grinds.
It’s one of the more comfortable gaming headsets I’ve had the opportunity to review, thanks to a combination of its super lightweight build and breathable mesh ear cups, and it even fits my oversized noggin. Because there’s no active noise canceling, it has a much more open and natural sound profile, which is nice for anyone who needs to remain aware of their surroundings while deep in a round of Arc Raiders.
One of the big selling points is Dolby Atmos, a spatial audio implementation that’s fairly uncommon at this price point, and basically unheard of at the marked down price. It’s only supported in a handful of games, but even without it the headset has great spatial audio support that I found particularly good for games like Satisfactory, where it’s more of an immersive addition than a mechanical benefit.
Where a lot of headsets will lock you down to one or two consoles, the Corsair Void Wireless V2 is happy to work with a wide variety of systems, thanks to both Bluetooth and low-latency 2.4 GHz via the USB dongle. That means you can game on PC, PlayStation 4 and PlayStation 5, Nintendo Switch, and even iOS/Android for mobile gaming. With a claimed battery life of up to 70 hours in ideal conditions, you won’t need to worry about charging often, although I’m not sure the mesh ear cups would be great for a long flight.
While the Corsair Void Wireless V2 is featured in our best gaming headsets roundup, other headsets undercut it at the same price point. With the discount, I’m very happy to recommend the Corsair over some of the other picks, particularly if you have a bigger head or prefer a less isolating experience than what some of the other headsets provide.
-
Sports1 week agoVAR review: Why was Wirtz onside in Premier League, offside in Europe?
-
Entertainment1 week agoMinnesota Governor Tim Walz to drop out of 2026 race, official confirmation expected soon
-
Entertainment6 days agoDoes new US food pyramid put too much steak on your plate?
-
Politics6 days agoUK says provided assistance in US-led tanker seizure
-
Business1 week ago8th Pay Commission: From Policy Review, Cabinet Approval To Implementation –Key Stages Explained
-
Entertainment5 days agoWhy did Nick Reiner’s lawyer Alan Jackson withdraw from case?
-
Business5 days agoTrump moves to ban home purchases by institutional investors
-
Sports1 week agoFACI invites applications for 2026 chess development project | The Express Tribune
