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Flagship analysis

Running AI On-Prem: How to Choose Between Bare Metal, Virtualization, and Kubernetes

Three ways to run AI and GPU workloads in your own data center. What each does well and badly, and how to match the choice to your workload and your team.

By IT Intelligence·14 min readRead the analysis

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Advanced HOT

The Hidden Dangers of Interoperability: Why API Flaws in OpenAI and Google Pose a Significant Threat

The recent discovery of a flaw in OpenAI, Anthropic, and Google's AI models has highlighted the risks associated with interoperability, allowing weaker models to decode stronger models' reasoning. This vulnerability has significant implications for production infrastructure, as it can compromise the security and integrity of AI-driven systems. As a result, organizations must reevaluate their API security protocols to prevent similar breaches.

#ai#security#api
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Intermediate HOT

CVE-2026-55040: The SharePoint Vulnerability That's Exposing Enterprise Networks

The exploitation of the CVE-2026-55040 vulnerability in Microsoft SharePoint has left many enterprise networks exposed, highlighting the need for prompt patch management and robust security measures. As threat actors continue to exploit this vulnerability, organizations must prioritize the security of their collaborative platforms to prevent further breaches. The consequences of inaction can be severe, with potential damage to sensitive data and reputation.

#microsoft#sharepoint#vulnerability
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Beginner

The Rise of Residential Proxies: A New Threat Vector for Smart TV Apps

The suspension of smart TV apps that utilize residential proxies by LG Electronics USA marks a significant shift in the landscape of streaming services. As vendors crack down on these apps, organizations must reassess their content delivery strategies to ensure compliance and security. The exploitation of residential proxies can have far-reaching consequences, including compromised user data and degraded network performance.

#smarttv#proxies#streaming
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Advanced HOT

From Zero-Day to Zero-Hour: The Lazarus Group's Exploitation of Microsoft Windows

The Lazarus Group's exploitation of a zero-day vulnerability in Microsoft Windows has raised concerns about the effectiveness of traditional security measures. As threat actors continue to evolve and adapt, organizations must adopt a proactive approach to security, incorporating real-time monitoring and incident response strategies to mitigate the risk of zero-day attacks. The consequences of inaction can be devastating, with potential damage to sensitive data and reputation.

#microsoft#zero-day#lazarus
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Intermediate HOT

The VPN Extension Trap: How 737 Chrome Extensions Are Compromising User Security

The discovery of 737 malicious VPN and proxy extensions in the Chrome Web Store has exposed a significant threat to user security. These extensions, primarily targeting Russian-speaking users, intercept browser traffic and route it through proxies, compromising sensitive information. As organizations rely on VPNs for secure remote access, they must prioritize the security of their employees' browsing habits and educate them about the risks associated with malicious extensions.

#vpn#security#chrome
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Advanced

Patch Management in the Era of Record-Breaking Vulnerabilities: Lessons from Microsoft's 570 Security Flaws

Microsoft's record-breaking release of updates to address 570 security vulnerabilities has highlighted the importance of prompt patch management in the era of escalating cyber threats. As organizations struggle to keep pace with the sheer volume of vulnerabilities, they must adopt a proactive approach to patch management, incorporating automated testing and deployment strategies to minimize the risk of exploitation. The consequences of inaction can be severe, with potential damage to sensitive data and reputation.

#microsoft#patchmanagement#vulnerabilities
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Zero-Days & CVE Intelligence

updated

Actively exploited vulnerabilities from CISA KEV, analyzed and explained by IT Intelligence. Click any card for full analysis and mitigation steps.

Vulnerability data sourced from the CISA Known Exploited Vulnerabilities (KEV) Catalog — a public domain resource of the U.S. Cybersecurity and Infrastructure Security Agency. AI-generated analysis is interpretive and for informational purposes only. Always consult official vendor advisories and a qualified security professional before taking action.

CVE-2026-20349HighEXPLOITED

Patch Cisco Firewalls Against Denial of Service

Cisco · Secure Firewall Adaptive Security Appliance (ASA) and Secure Firewall Threat Defense (FTD)

If left unpatched, this vulnerability could lead to denial of service conditions, causing network disruptions and potential financial losses. Additionally, an attacker could exploit this vulnerability to gain access to sensitive information.

Click for analysis & mitigation
CVE-2026-68820HighEXPLOITED

Update Windows to Prevent Privilege Escalation

Microsoft · Windows Ancillary Function Driver for WinSock

If exploited, this vulnerability could allow an attacker to gain elevated privileges, potentially leading to unauthorized access to sensitive information and systems. This could result in significant financial losses and reputational damage.

Click for analysis & mitigation
CVE-2026-72898CriticalEXPLOITED

Patch Metabase Against SQL Injection Attacks

Metabase · Metabase

If left unpatched, this vulnerability could lead to unauthorized access to sensitive information, potential data breaches, and significant financial losses. An attacker could exploit this vulnerability to steal stored credentials, read any data accessible through connected databases, and export data.

Click for analysis & mitigation
CVE-2026-8037CriticalEXPLOITED

Update Progress LoadMaster to Prevent Command Injection

Progress · LoadMaster

If left unpatched, this vulnerability could lead to unauthorized access to sensitive information, potential data breaches, and significant financial losses. An attacker could exploit this vulnerability to execute arbitrary commands, potentially disrupting business operations and causing significant harm.

Click for analysis & mitigation
CVE-2026-63077CriticalEXPLOITED

Patch JetBrains TeamCity Against Remote Code Execution

JetBrains · TeamCity

If left unpatched, this vulnerability could lead to unauthorized access to sensitive information, potential data breaches, and significant financial losses. An attacker could exploit this vulnerability to execute arbitrary code, potentially disrupting business operations and causing significant harm.

Click for analysis & mitigation
CVE-2026-18556HighEXPLOITED

Update N-able N-central to Prevent Authentication Bypass

N-able · N-central

If exploited, this vulnerability could allow an attacker to gain unauthorized access to sensitive information and systems, potentially leading to significant financial losses and reputational damage.

Click for analysis & mitigation
CVE-2026-34486HighEXPLOITED

Patch Apache Tomcat Against Sensitive Data Exposure

Apache · Tomcat

If left unpatched, this vulnerability could lead to unauthorized access to sensitive information, potential data breaches, and significant financial losses. An attacker could exploit this vulnerability to access sensitive data, potentially causing significant harm.

Click for analysis & mitigation
CVE-2026-9198CriticalEXPLOITED

Update IBM Langflow to Prevent Remote Code Execution

IBM · Langflow

If left unpatched, this vulnerability could lead to unauthorized access to sensitive information, potential data breaches, and significant financial losses. An attacker could exploit this vulnerability to execute arbitrary code, potentially disrupting business operations and causing significant harm.

Click for analysis & mitigation

IT Market Watch

IT Intelligence's original market intelligence — hardware prices, cloud costs, and semiconductor trends with forward-looking predictions. Swipe the calls and vote on whether each will prove right.

Predictions are AI-generated estimates based on publicly available industry information and do not constitute financial, investment, or procurement advice. Market conditions can change rapidly. Always verify with official vendor pricing and consult qualified professionals before making purchasing or investment decisions. IT Intelligence assumes no liability for decisions made based on this content.

GPU/AI Chips
Rising

NVIDIA RTX 5070 Demand Surges, Driving 12% Price Increase YoY

The recent launch of the RTX 5070 has led to a significant increase in demand, resulting in a 12% price surge compared to the same period last year. This is largely driven by the growing adoption of AI and machine learning applications. As a result, NVIDIA has increased production to meet the rising demand, but supply chain constraints are limiting the availability of these chips. The Acer Nitro 85 gaming PC, featuring the Core Ultra 7 265F and RTX 5070, has seen a significant price drop, indicating a shift in the market towards more affordable gaming solutions.

IT Intelligence Prediction

We predict that NVIDIA's RTX 5070 prices will continue to rise by 8% in the next quarter due to sustained demand and supply chain constraints. However, the emergence of more affordable alternatives may slow down this growth.

Q3-Q4 2026High confidence

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Server Hardware
Stable

Server Memory Prices Remain Steady as DDR5 9600 RDIMMs Adoption Grows

The introduction of DDR5 9600 RDIMMs has improved server performance, but prices have remained stable due to increased competition among memory manufacturers. As a result, data center architects can now deploy higher-capacity servers without significant price increases. The adoption of DDR5 9600 RDIMMs is expected to grow as more server manufacturers integrate these modules into their designs. This trend is driven by the need for efficient data management and processing in data centers.

IT Intelligence Prediction

We predict that server memory prices will remain stable in the next two quarters, with a potential 5% decrease in Q1 2027 as demand for DDR5 9600 RDIMMs increases and manufacturing capacities expand. The stable prices will allow data centers to upgrade their infrastructure without significant additional costs.

Q3-Q4 2026Medium confidence

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Cloud Pricing
Falling

Cloud Storage Prices Down 10% YoY as Competition Intensifies

The cloud storage market has become increasingly competitive, with major players such as AWS, Azure, and Google Cloud reducing their prices to attract more customers. This has led to a 10% decrease in cloud storage prices over the past year. The decline in prices is also driven by improvements in storage technology and increased efficiency in data center operations. As a result, businesses are migrating more of their data to cloud storage, taking advantage of the cost savings and scalability.

IT Intelligence Prediction

We predict that cloud storage prices will continue to decline by 8% in the next quarter as competition among cloud providers intensifies and new technologies emerge. This will lead to increased adoption of cloud storage services among businesses and individuals.

Q3-Q4 2026High confidence

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Networking Equipment
Rising

Optical Interconnect Demand Surges, Driving 15% Price Increase YoY

The growing need for high-speed data transfer in data centers and AI applications has driven up demand for optical interconnects, resulting in a 15% price increase over the past year. Copper's limitations in scaling AI clusters have become apparent, and optical interconnects are becoming the preferred choice for high-speed data transfer. This trend is expected to continue as data centers expand and AI applications become more prevalent.

IT Intelligence Prediction

We predict that optical interconnect prices will continue to rise by 12% in the next quarter due to sustained demand and supply chain constraints. The increasing adoption of optical interconnects will drive innovation and investment in this area, leading to more efficient and cost-effective solutions.

Q3-Q4 2026Medium confidence

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Enterprise Storage (SSD/HDD)
Stable

HDD Prices Remain Steady as Enterprise Demand Shifts to SSDs

While HDD prices have remained stable, the enterprise storage market is shifting towards SSDs due to their higher performance and reliability. A recent study by Backblaze found that HGST HDDs are the most reliable, while Toshiba HDDs have the highest failure rate. As a result, enterprises are migrating to SSDs, but HDDs still maintain a significant market share due to their lower cost per GB.

IT Intelligence Prediction

We predict that HDD prices will remain stable in the next two quarters, while SSD prices will decrease by 10% as manufacturing capacities expand and demand grows. The shift towards SSDs will continue, driven by the need for higher performance and reliability in enterprise storage solutions.

Q3-Q4 2026Medium confidence

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Semiconductor Supply Chain
Rising

Semiconductor Equipment Demand Surges, Driving 20% Price Increase YoY

The recent shift towards build-to-print manufacturing in the semiconductor industry has driven up demand for specialized equipment, resulting in a 20% price increase over the past year. This trend is expected to continue as semiconductor manufacturers expand their capacities to meet growing demand for AI and 5G applications. The increased demand for semiconductor equipment is also driven by the need for more efficient and cost-effective manufacturing processes.

IT Intelligence Prediction

We predict that semiconductor equipment prices will continue to rise by 15% in the next quarter due to sustained demand and supply chain constraints. The growth of the semiconductor industry will drive investment in new technologies and manufacturing processes, leading to more efficient and cost-effective solutions.

Q3-Q4 2026High confidence

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Live IT News Feed

cached · updated · auto-refreshes every 5 min

Headlines sourced from Hacker News (Y Combinator) via public API. Headlines remain the property of their respective publishers.

01
insidetelecom.com

Italian Tech Bets on US as Europe Fights for Digital Sovereignty

Italian officials pushed Italian technology deeper into American innovation networks, using agreements on space, AI and science. The post Italian Tech Bets on US as Europe Fights for Digital Sovereignty appeared first on Inside Telecom .

Read at source ↗
02
bluemountainsgazette.com.au

Frankenstein's monster unleashed for profit

No one can be certain what AI will do or whether it can be stopped.

Read at source ↗
03
techbooky.com

Meta AI Mac App Turns Facebook And Instagram Data Into A Work Tool

Meta AI now has a Mac app and business integrations that connect the assistant to Facebook, Instagram, ad campaigns and Google Workspace. The post Meta AI Mac App Turns Facebook And Instagram Data Into A Work Tool appeared first on TechBooky .

Read at source ↗
04
swapupdate.in

ThreatsDay: Gogs 10.0 RCE, n8n Workflow-to-RCE, $10M Reward, GLM-5.3 AI Exploit and More

Ravie LakshmananAug 20, 2026Hacking News / Cybersecurity News A lot of this week’s trouble starts with something trusted doing exactly what it was allowed to do. Signed drivers get turned...

Read at source ↗
05
techtimes.com

China Packages Pilotless Air Taxi Certification as Export Product: Sri Lanka Is First to Buy In

EHang pilotless air taxi certification is now a commercial export: the Chinese eVTOL maker launched a Global Fast Track Program letting foreign regulators skip writing autonomous aircraft rules from scratch, with Sri Lanka targeting sandbox flights within four months as the US simultaneously imposes 100% Section 232 tariffs on Chinese drones over 25kg.

Read at source ↗
06
cyberscoop.com

Rethinking how federal cyber hiring actually works

Christopher Bloor, Defense Director at the SANS Institute The post Rethinking how federal cyber hiring actually works appeared first on CyberScoop .

Read at source ↗

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Built by an IT professional with hands-on experience across infrastructure, networking, and cloud systems — this hub exists to make quality IT knowledge free and accessible to everyone, from students to seasoned engineers.

The platform runs on automation: articles, CVE briefings, and market analysis are generated by AI, cached, and served instantly to every visitor — refreshing in the background so content stays current without manual effort.

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Articles, full-article bodies, zero-day analysis, and market intelligence are generated by large language models (Llama 3.3 via Groq, or a local Ollama instance). Content is AI-generated and reviewed by no human editor.

External Data Sources

  • CVE / Zero-Days: CISA KEV Catalog (public domain, cisa.gov)
  • News: Hacker News public API (news.ycombinator.com)
  • Market data: AI synthesis of public industry information