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Eat this, Raspberry Pi 5: Here are 3 powerful AMD Ryzen Mini PCs that sell for under $180 and trounce more expensive SBCs - Related to grubhub, expensive, drivers,, eat, under

Eat this, Raspberry Pi 5: Here are 3 powerful AMD Ryzen Mini PCs that sell for under $180 and trounce more expensive SBCs

Eat this, Raspberry Pi 5: Here are 3 powerful AMD Ryzen Mini PCs that sell for under $180 and trounce more expensive SBCs

The best Raspberry Pi distros have long been a favorite among hobbyists and DIY enthusiasts, but at $120 for the latest Raspberry Pi 5 16GB model, running one isn't necessarily the value proposition it once was.

But, for just little bit more, you can buy a full-fledged AMD Ryzen-powered mini PC that delivers formidable performance without breaking the bank.

I've found three mini PCs on Amazon under $180, that may be a little bigger, but also give you more for your money.

Additionally, the Beelink GTR5 is priced below $180 (though temporarily out of stock at press time, it's worth a wishlist), the GenMachine Mini PC costs $ (with a 5% discount at time of writing). And the BOSGAME E2 Mini PC is listed at $, but a $60 coupon brings it down to $.

Moving to another aspect, these aren’t weak, low-power machines. They're all powered by the AMD Ryzen 5 3550H, a 4-core, 8-thread processor with a max turbo clock, making them far superior to Intel's entry-level N-series chips.

The Beelink GTR5 includes a 500GB SATA SSD, while the GenMachine and BOSGAME E2 come with NVMe SSDs in the region of 500GB of storage that offer uncompromised data transfer speeds.

All of these products ship with 16GB of DDR4 RAM and fast SATA SSD storage, with an NVMe expansion slot for additional storage.

For bells and whistles, the GTR5's Radeon Vega 8 GPU handles 4K video playback and. Multi-monitor support is standard, thanks to HDMI, DisplayPort, and USB-C output. The GTR5 also goes a step further with a fingerprint reader for secure logins and a dual-fan cooling system to keep temperatures in check.

The BOSGAME E2 and GenMachine, meanwhile. Focus on no-frills computing, coming with a Radeon 770M or simply integrated graphics, respectively. These could leave you wanting more, but if you’re after a compact, capable workstation on a budget comparable to the most expensive Pi 5, then I don't think you'll do much advanced.

OpenAI has pushed out o3-mini models to ChatGPT.

OpenAI is facing increasing competition from China.

Moving to another aspect, the folding iPhone is apparently another step closer.

Apple may be about to choose a display supplier.

Previously Apple had struggled to find a satisf...

Canon could be discontinuing its popular Powershot G7 X III and. Essentially upgrading it with an all-new Powershot V1.

GrubHub reveals massive data breach - customers, drivers, businesses all affected, here's what we know

GrubHub reveals massive data breach - customers, drivers, businesses all affected, here's what we know

Food delivery service GrubHub has been breached through a third-party vendor.

Moving to another aspect, the incident left Personally Identifiable Information exposed on customers and others.

GrubHub has launched a full investigation.

GrubHub has confirmed suffering a ‘security incident’ involving a third-party contractor which resulted in the unauthorized access to a set of user contact information.

The breach was detected after the firm noticed unusual activity within its environment. Which it traced back to a third-party vendor that provides services for its Support Team. Once discovered, GrubHub reportedly launched an investigation and found unauthorized access to an account associated with the vendor.

Following the incident, GrubHub expressed it enhanced its security by implementing enhanced monitoring services, as well as strengthening credential security and. Engaging forensic experts to complete a comprehensive investigation.

This incident proves just how crucial monitoring your systems and your vendors is for businesses of all sizes. Third-party data breaches have become a major security concern thanks to the vast number of vendors most firms will use. Many of which are smaller companies with smaller cybersecurity budgets.

“If you want to get into a big organization you go through [third-party vendors]. You go for the low hanging fruit. We've got 14,000 vendors globally providing everything from uniforms in retail branches to large scale data centers,” Standard Chartered Bank’s Benedict Peet told TechRadar Pro.

“You've got to have a scalable security questionnaire to ask them, but the risk is still the same, whether it's a mum and pop shop in the back streets of Seoul or it's at Atos Origin or someone like that.”.

Data breaches put victims at risk of identity theft. So take a look at our choices for best identity theft protection if you're concerned you might be affected.

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OpenAI responds to the DeepSeek buzz by launching its latest o3-mini reasoning model for all users

OpenAI responds to the DeepSeek buzz by launching its latest o3-mini reasoning model for all users

OpenAI has pushed out o3-mini models to ChatGPT.

OpenAI is facing increasing competition from China.

As promised last week, OpenAI has now launched its latest o3-mini AI model to customers on all ChatGPT plans. Including the free tier. The new model brings with it improved reasoning capabilities, especially in math, coding, and science.

The o3-mini release "advances the boundaries of what small models can achieve", OpenAI says. And it apparently responds 24% faster than the o1-mini model it's replacing. As per external testers, o3-mini answers are preferable to o1-mini answers 56% of the time, and include 39% fewer mistakes.

As with o1-mini. This reasoning AI model will show its workings above its responses – so you can check the 'thought' processes involved. You can also combine this reasoning with web searches if needed, though this integration is still in its early stages.

Of course, the release comes after a tumultuous week in AI, in which the models offered for free by China's DeepSeek have attracted millions of people with their speed and accuracy – and now OpenAI is trying to grab back some of the limelight (and traffic).

OpenAI o3-mini is now available in ChatGPT and. The users will have unlimited access to o3-mini and Plus & Team users will have triple the rate limits (vs o1-mini). Free users can try o3-mini in ChatGPT by selecting the Reason button under the message composer. January 31, 2025.

For paying people, o3-mini can be selected from the model picker in the top left corner. If you're on a Plus or Team plan, you get 150 queries of o3-mini daily, and if you're on the Pro plan, access is unlimited – for a mere $200 (about £160 / AU$320) per month.

Paying ChatGPT customers also get access to an o3-mini-high model that applies the same reasoning skills but. Takes longer to think and respond. It boosts performance even further, if you don't mind waiting a few extra seconds.

OpenAI has also highlighted the safety assessments that o3-mini has gone through before launched – it apparently "significantly surpasses" the GPT-4o model when it comes to assessing unsafe use and jailbreak attempts.

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Canon could be discontinuing its popular Powershot G7 X III and. Essentially upgrading it with an all-new Powershot V1.

Market Impact Analysis

Market Growth Trend

2018201920202021202220232024
4.9%5.9%6.2%6.9%7.3%7.5%7.6%
4.9%5.9%6.2%6.9%7.3%7.5%7.6% 2018201920202021202220232024

Quarterly Growth Rate

Q1 2024 Q2 2024 Q3 2024 Q4 2024
6.9% 7.2% 7.4% 7.6%
6.9% Q1 7.2% Q2 7.4% Q3 7.6% Q4

Market Segments and Growth Drivers

Segment Market Share Growth Rate
Semiconductors35%9.3%
Consumer Electronics29%6.2%
Enterprise Hardware22%5.8%
Networking Equipment9%7.9%
Other Hardware5%5.3%
Semiconductors35.0%Consumer Electronics29.0%Enterprise Hardware22.0%Networking Equipment9.0%Other Hardware5.0%

Technology Maturity Curve

Different technologies within the ecosystem are at varying stages of maturity:

Innovation Trigger Peak of Inflated Expectations Trough of Disillusionment Slope of Enlightenment Plateau of Productivity AI/ML Blockchain VR/AR Cloud Mobile

Competitive Landscape Analysis

Company Market Share
Apple18.7%
Samsung16.4%
Intel12.9%
NVIDIA9.8%
AMD7.3%

Future Outlook and Predictions

The Here Mini This landscape is evolving rapidly, driven by technological advancements, changing threat vectors, and shifting business requirements. Based on current trends and expert analyses, we can anticipate several significant developments across different time horizons:

Year-by-Year Technology Evolution

Based on current trajectory and expert analyses, we can project the following development timeline:

2024Early adopters begin implementing specialized solutions with measurable results
2025Industry standards emerging to facilitate broader adoption and integration
2026Mainstream adoption begins as technical barriers are addressed
2027Integration with adjacent technologies creates new capabilities
2028Business models transform as capabilities mature
2029Technology becomes embedded in core infrastructure and processes
2030New paradigms emerge as the technology reaches full maturity

Technology Maturity Curve

Different technologies within the ecosystem are at varying stages of maturity, influencing adoption timelines and investment priorities:

Time / Development Stage Adoption / Maturity Innovation Early Adoption Growth Maturity Decline/Legacy Emerging Tech Current Focus Established Tech Mature Solutions (Interactive diagram available in full report)

Innovation Trigger

  • Generative AI for specialized domains
  • Blockchain for supply chain verification

Peak of Inflated Expectations

  • Digital twins for business processes
  • Quantum-resistant cryptography

Trough of Disillusionment

  • Consumer AR/VR applications
  • General-purpose blockchain

Slope of Enlightenment

  • AI-driven analytics
  • Edge computing

Plateau of Productivity

  • Cloud infrastructure
  • Mobile applications

Technology Evolution Timeline

1-2 Years
  • Technology adoption accelerating across industries
  • digital transformation initiatives becoming mainstream
3-5 Years
  • Significant transformation of business processes through advanced technologies
  • new digital business models emerging
5+ Years
  • Fundamental shifts in how technology integrates with business and society
  • emergence of new technology paradigms

Expert Perspectives

Leading experts in the hardware tech sector provide diverse perspectives on how the landscape will evolve over the coming years:

"Technology transformation will continue to accelerate, creating both challenges and opportunities."

— Industry Expert

"Organizations must balance innovation with practical implementation to achieve meaningful results."

— Technology Analyst

"The most successful adopters will focus on business outcomes rather than technology for its own sake."

— Research Director

Areas of Expert Consensus

  • Acceleration of Innovation: The pace of technological evolution will continue to increase
  • Practical Integration: Focus will shift from proof-of-concept to operational deployment
  • Human-Technology Partnership: Most effective implementations will optimize human-machine collaboration
  • Regulatory Influence: Regulatory frameworks will increasingly shape technology development

Short-Term Outlook (1-2 Years)

In the immediate future, organizations will focus on implementing and optimizing currently available technologies to address pressing hardware tech challenges:

  • Technology adoption accelerating across industries
  • digital transformation initiatives becoming mainstream

These developments will be characterized by incremental improvements to existing frameworks rather than revolutionary changes, with emphasis on practical deployment and measurable outcomes.

Mid-Term Outlook (3-5 Years)

As technologies mature and organizations adapt, more substantial transformations will emerge in how security is approached and implemented:

  • Significant transformation of business processes through advanced technologies
  • new digital business models emerging

This period will see significant changes in security architecture and operational models, with increasing automation and integration between previously siloed security functions. Organizations will shift from reactive to proactive security postures.

Long-Term Outlook (5+ Years)

Looking further ahead, more fundamental shifts will reshape how cybersecurity is conceptualized and implemented across digital ecosystems:

  • Fundamental shifts in how technology integrates with business and society
  • emergence of new technology paradigms

These long-term developments will likely require significant technical breakthroughs, new regulatory frameworks, and evolution in how organizations approach security as a fundamental business function rather than a technical discipline.

Key Risk Factors and Uncertainties

Several critical factors could significantly impact the trajectory of hardware tech evolution:

Supply chain disruptions
Material availability constraints
Manufacturing complexity

Organizations should monitor these factors closely and develop contingency strategies to mitigate potential negative impacts on technology implementation timelines.

Alternative Future Scenarios

The evolution of technology can follow different paths depending on various factors including regulatory developments, investment trends, technological breakthroughs, and market adoption. We analyze three potential scenarios:

Optimistic Scenario

Rapid adoption of advanced technologies with significant business impact

Key Drivers: Supportive regulatory environment, significant research breakthroughs, strong market incentives, and rapid user adoption.

Probability: 25-30%

Base Case Scenario

Measured implementation with incremental improvements

Key Drivers: Balanced regulatory approach, steady technological progress, and selective implementation based on clear ROI.

Probability: 50-60%

Conservative Scenario

Technical and organizational barriers limiting effective adoption

Key Drivers: Restrictive regulations, technical limitations, implementation challenges, and risk-averse organizational cultures.

Probability: 15-20%

Scenario Comparison Matrix

FactorOptimisticBase CaseConservative
Implementation TimelineAcceleratedSteadyDelayed
Market AdoptionWidespreadSelectiveLimited
Technology EvolutionRapidProgressiveIncremental
Regulatory EnvironmentSupportiveBalancedRestrictive
Business ImpactTransformativeSignificantModest

Transformational Impact

Technology becoming increasingly embedded in all aspects of business operations. This evolution will necessitate significant changes in organizational structures, talent development, and strategic planning processes.

The convergence of multiple technological trends—including artificial intelligence, quantum computing, and ubiquitous connectivity—will create both unprecedented security challenges and innovative defensive capabilities.

Implementation Challenges

Technical complexity and organizational readiness remain key challenges. Organizations will need to develop comprehensive change management strategies to successfully navigate these transitions.

Regulatory uncertainty, particularly around emerging technologies like AI in security applications, will require flexible security architectures that can adapt to evolving compliance requirements.

Key Innovations to Watch

Artificial intelligence, distributed systems, and automation technologies leading innovation. Organizations should monitor these developments closely to maintain competitive advantages and effective security postures.

Strategic investments in research partnerships, technology pilots, and talent development will position forward-thinking organizations to leverage these innovations early in their development cycle.

Technical Glossary

Key technical terms and definitions to help understand the technologies discussed in this article.

Understanding the following technical concepts is essential for grasping the full implications of the security threats and defensive measures discussed in this article. These definitions provide context for both technical and non-technical readers.

Filter by difficulty:

RAM intermediate

algorithm

TPU intermediate

interface

platform intermediate

platform Platforms provide standardized environments that reduce development complexity and enable ecosystem growth through shared functionality and integration capabilities.

API beginner

encryption APIs serve as the connective tissue in modern software architectures, enabling different applications and services to communicate and share data according to defined protocols and data formats.
API concept visualizationHow APIs enable communication between different software systems
Example: Cloud service providers like AWS, Google Cloud, and Azure offer extensive APIs that allow organizations to programmatically provision and manage infrastructure and services.

GPU intermediate

API

SSD intermediate

cloud computing