The next version of Microsoft's HoloLens may be better at navigating reality than the current version of the mixed-reality headset, thanks to a new coprocessor the company announced Sunday. The second version of HoloLens' custom multiprocessor -- called a "holographic processing unit," or HPU -- will incorporate artificial intelligence technology, Harry Shum, executive vice president of the Artificial Intelligence and Research Group.

I didn't attend Computex this year, and that was sad for everything but my budget, because there was a ton of cool stuff announced at the show. Dell, HP and Lenovo showed off new designs that were both attractive and compelling. Mixed-reality headsets hit; based on Intel and Microsoft technology, they were far more affordable than the strong virtual reality stuff already in market.

Just when PCs looked to be dying a slow, painful death, they became interesting again. As expected, this week's news coming from Computex is flush with new PCs and PC technologies, but is it enough to reinvigorate a market that has faced declining sales since 2011? The market peaked at just over 365 million units annually, and fell to 269 million units last year. So, why all the excitement?

Nvidia recently announced that Toyota will use its Drive PX AI car computer platform for advanced autonomous vehicles slated for introduction over the next few years. Nvidia is combining breakthroughs in AI and high-performance computing to build Nvidia Drive PX, the brain of the autonomous car, said CEO Jensen Huang at Nvidia's GPU Technology Conference earlier this month.

Addressing thousands of developers at the annual Google I/O conference on Wednesday, Google CEO Sundar Pichai outlined the company's new strategy to transition from mobile first to artificial intelligence and machine learning. The goal is to equip the company's line of digital assistant products and services to anticipate the needs of users, and comprehend sights and sounds in new ways.

HPE on Tuesday introduced the world's largest single-memory computer as part of The Machine, its research project into memory-driven computing. The computer has 160 T-bytes of memory, and HPE expects the architecture to allow memory to scale up to 4.096 yottabytes. The memory is spread across 40 physical nodes that are interconnected using a high-performance fabric protocol.

At this year's GPU Technology Conference, Nvidia's premier conference for technical computing with graphic processors, the company reserved the top keynote for its CEO Jensen Huang. Over the years, the GTC conference went from a segment in a larger, mostly gaming-oriented and somewhat scattershot conference called "nVision" to become one of the key conferences that mixes academic and commercial high-performance computing.

A 7-year-old flaw in Intel chips could enable hijackers to gain total control of business computers and use them for malicious purposes. The Intel AMT vulnerability is the first of its kind, according to Embedi, which released technical details about it last week. Attackers could exploit the flaw to get full control over business computers, even those turned off but plugged into an outlet.

Qualcomm plans to ask the ITC to block imports of iPhones, according to a report. The move apparently was spurred by Apple's recent decision to stop making royalty payments owed under a licensing agreement between the two companies, which is the subject of a billion-dollar legal battle in federal court. "You can't pay something when there's a dispute about the amount," Apple CEO Tim Cook said.

Qualcomm on Monday fired back with a response and counterclaim to Apple's $1 billion federal patent suit filed earlier this year. Apple breached agreements and encouraged regulatory attacks in a scheme to coerce unfair licensing terms, Qualcomm claimed. Apple's suit argues that Qualcomm used its dominant position in semiconductors to force it to pay billions in unfair additional royalty payments.

Imagination on Monday announced that Apple would no longer use its intellectual property, and the company's stock sank faster than a bottomless boat on the news. Apple planned to discontinue its use of the company's IP in new products in 15 months to two years, ending the companies' license and royalty agreement, Imagination said. Those royalties account for about half the company's revenue.

Intel has agreed to acquire Mobileye, a developer of autonomous vehicle technology, for $15.3 billion. Intel will integrate Mobileye's computer vision and mapping technology for autonomous and semi-autonomous vehicles into its Automated Driving Group, to be led by MobileEye CTO Amnon Shashua. Intel SVP Doug Davis will oversee engagement across various Intel groups, and report directly to Shashua.

The first reviews of the newly released Nvidia GeForce GTX 1080 Ti came out on Thursday, and by all accounts this card has performed beyond expectations. Nvidia's new GPU can perform 35 percent faster than its GTX 1080, the company has claimed. Based on Nvidia's Pascal architecture, this flagship gaming GPU includes next-gen 11-Gbps GDDR5X memory, and an 11-GB frame buffer.

Qualcomm has announced a collaboration with Microsoft to accelerate next-generation cloud services on the 10nm Qualcomm Centriq 2400 ARM-based platform. The collaboration will span multiple future generations of hardware, software and systems. The two have been working for several years on ARM-based server enablement, optimizing a version of Windows Server for ARM running on the Centriq 2400.

Toshiba shares fell 8 percent on Tuesday as the company took a $6.3 billion writedown related to its struggling nuclear power business and delayed the release of its fiscal Q3 earnings. Shigenori Shiga, Toshiba's chairman and representative executive officer, resigned effective Wednesday. His resignation in part reflects management taking responsibility for the Westinghouse fiasco.

CES was a fascinating show this year. One of the things that made it so fascinating was that everyone and their brother had cars demonstrating one form of technology or another. It kind of makes me wonder what we'll see at the next car show -- PCs, drones, tablets and smartphones? That wasn't the only surprise at the show, though. Nvidia, long thought of as living in Intel's shadow, broke out.

Qualcomm on Tuesday debuted its groundbreaking Snapdragon 835 system on a chip at CES. Following the 835 launch, the company joined Osterhout Design Group in unveiling two new ODG augmented reality headsets, the R-8 and R-9, which are the first Snapdragon 835-powered devices to be announced. The Snapdragon SoC is the first chip built using the ultra-advanced 10nm FinFET process node.

Nvidia last week began test-driving autonomous cars on California roads, after the state's Department of Motor Vehicles gave it the green light. The company is testing its Drive PX2 autonomous driving platform, said Rob Enderle, principal analyst at the Enderle Group. Nvidia recently has made several well publicized moves in the autonomous car arena.

Microsoft on Wednesday announced the compatibility of Windows 10 and native Windows apps with ARM-based processors, including Qualcomm's Snapdragon, which currently powers a large percentage of Android devices. The new partnership will make it possible for Windows applications, peripherals and enterprise solutions to run on new mobile, power efficient and always-connected cellular PCs.

Chip manufacturer Broadcom on Wednesday announced that it would buy Brocade Communications, a major supplier of fiber channel storage area networking technology to data centers, for $5.5 billion in cash and the assumption of Brocade's $400 million debt. That represents a 47 percent premium over Brocade's closing share price last week, said Brocade CEO Lloyd Carney.

Sunday's Oracle OpenWorld keynotes were good -- especially compared with prior years -- but they still suffered from the perennial problem of trying to stuff too much content into a two-hour event. Diane Bryant, SVP at Intel and a big Oracle partner, spent an hour covering a very broad landscape. Perhaps the most interesting information in Bryant's presentation concerned Intel's new line of chips.

Apple CEO Tim Cook on Wednesday officially unveiled the iPhone 7 and iPhone Plus, confirming a rumor that has evoked widespread dread: The traditional headphone jacks are gone. The new iPhones are sleeker than their predecessors, though, as well as water resistant. Their biggest plus might be the advanced lenses in what Apple claims is the most sophisticated smartphone camera in the world.

Facing a shrinking market for personal computers and a stalled market for tablets, Intel on Tuesday unveiled its 7th-generation processors, code-named "Kaby Lake," which deliver more speed and power than its 6th-generation chipsets, while improving battery efficiency. Intel has positioned the new Kaby Lake chipsets as ideal for the immersive Internet.

AMD, which has been clawing its way out of the doldrums, recently showcased its octacore, 16-thread Summit Ridge desktop processor featuring its Zen core in a performance match-up against Intel's octacore Broadwell-E Core i7-6900K CPU. The two similarly configured processors were locked at 3 GHz for the test, in which they ran the multithreaded Blender rendering application.

Intel last week announced the acquisition of startup Nervana, in a bid to enhance the company's capabilities in artificial intelligence and deep learning. Nervana jumped out of the gate at its 2014 launch with a robust platform for deep learning, a framework called "Nervana Neon," and the Nervana Engine -- a groundbreaking ASIC chip scheduled for introduction by the first quarter of 2017.

Four newly identified vulnerabilities could affect 900 million Android devices, Check Point researchers disclosed. The vulnerabilities, which the researchers dubbed "QuadRooter," affect Android devices that use Qualcomm chipsets. They exist in the chipset software drivers. The drivers, which control communications between chipset components, are incorporated into Android builds.

Softbank Group has agreed to buy British semiconductor maker ARM Holdings for about $31.4 billion in cash, the companies announced Monday. Softbank agreed to pay a hefty premium for ARM, with a price of about $67.28 per ARM share, which is a 42.9 percent premium over the $47.08 closing price as of Friday, the last business day before the deal was announced. The surprise move will help Softbank gain a solid IoT foothold.

SiFive on Monday announced its flagship Freedom family of system on a chip platforms. The platforms are based on the free and open source RISC-V instruction set architecture that several of the company's founders created at the University of California at Berkeley. SiFive's Freedom U500 and E300 platforms take a new approach to SoCs, redefining traditional silicon business models.

Google last week announced the Tensor Processing Unit, a custom application-specific integrated circuit, at Google I/O. TPU was built for machine learning applications and has been running in Google's data centers for more than a year. Google's AlphaGo software, which thrashed an 18-time international Go champion in a match earlier this year, ran on servers using TPUs.

HP and Google last week unveiled the HP Chromebook 13. Designed with input from customers on what they want in a next-generation Chromebook, the device is about 13 mm thick, weighs 2.8 pounds, has a brushed anodized aluminum chassis, and is the first Chromebook to use Intel's sixth-generation Core M processors. It has a USB C port, and HP offers a USB-C docking station as an option at $145.