HCLTech Anthropic Partnership Margins: The Cost of GenAI Integration
How much of a multi-million-dollar enterprise AI deal actually goes to the IT integrator? When enterprises sign generative AI inte...
Technology News That Goes Beyond the Launch
Latest Tech News
News
Always Connected, Always Tracked: The Labor Reality of Private 5G Walkie-Talkies
Yes. When employers deploy private 5G walkie-talkies, the network continuou...
Web
Why Apple Intelligence Needs Mac Local Storage
Apple Intelligence Mac local storage allocations exist to avoid the financi...
What We Cover
Four Areas We Follow Closely
From AI models and chips to cloud infrastructure and connected devices, we follow the technology, business decisions and rules shaping the industry.
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Artificial Intelligence & Compute
AI models, compute infrastructure, GPUs, inference, data centres and the energy required to run modern AI systems.
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Semiconductors & Chips
Chip design, manufacturing, advanced packaging, memory, foundries and the supply chains behind semiconductor production.
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Cloud & Infrastructure
Cloud platforms, data centres, DevOps, Kubernetes, databases, reliability and the costs of running software at scale.
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Hardware & Connected Devices
Phones, computers, wearables, sensors, embedded systems, firmware, thermals and the hardware people use every day.
The Business Behind Technology
Explore AI →
How money, infrastructure and business decisions shape technology
Special Report
News
Why Your Smartwatch Flashlight Ruins Its Own Sleep Tracking Data
How activating your smartwatch’s OLED flashlight at night blasts 480nm blue light into dilated pupils, h...
Why Europe’s AI Startups Shun State Supercomputers for US Clouds
Despite billions in state EuroHPC supercomputers like LUMI, over 80% o...
Banks Face Uninsurable Risk as Cyber Carriers Exclude Autonomous AI Attacks
When an autonomous AI agent executes a coordinated cyberattack against...
Google Halts DeepMind Fundamental Science Projects to Reallocate TPUs for Gemini
Google slashed DeepMind’s scientific TPU compute allocation from...
Technology Explained
Hardware testing, technical explainers, security reporting and the infrastructure behind modern technology.
AI
The Hidden Cost of Local AI: How Meta Offloads Server Bills Onto Your Power Grid
Calculating the true cost of running local AI: how always-on open-weight models ...
AI
Why DNA Printers Can’t Stop AI-Generated Viruses: The Biosecurity Blind Spot
Investigating biosecurity screening gaps in commercial DNA synthesis: why BLAST ...
News
Wayanad Radar Upgrade Faces Topographical Blind Spots: Why Terrain Restricts New Weather Tech
When the India Meteorological Department (IMD) announced the deployment of a hig...
News
ByteDance Exempts Open-Weights Models from Internal AI Distillation Ban
ByteDance founder Zhang Yiming recently directed developers to halt model distil...
AI
AI Sandbox Escapes: The Legal Trap of Autonomous Red Teaming
The Legal Tripwire of AI Sandbox Escapes When an artificial intelligence agent b...
AI
CSRC Audit Halts Unitree’s STAR Market IPO, Slashing Valuation and AI Funding
The China Securities Regulatory Commission (CSRC) has targeted robotics manufact...
Our Editorial Approach
We Check the Details.
Product launches are designed to show a product at its best. Our job is to look past the presentation and understand what the product can actually do, where it falls short, and what the evidence supports.
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Editorial Independence
Commercial relationships should not decide our editorial conclusions. When we review or report on a product, the company does not get to choose the outcome.
02
Use the Source
We use primary documents when they are available — including regulatory filings, technical standards, patent records, court documents, research papers and company documentation.
03
Test Beyond the Marketing
When we benchmark hardware or systems, we look at real-world performance, power use, thermals, latency and other measurements that matter to the user — not just the numbers presented in a launch deck.
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Confidential Tips
People working in technology can contact us with confidential tips, documents or technical leads. We take source privacy seriously when information is shared in the public interest.
Our Standards
Frequently Asked Questions
A few straightforward answers about how we cover technology, test products and handle sources.
What does TruthUpfront Tech cover?
We cover AI, hardware, software, cybersecurity, semiconductors, cloud infrastructure and the business of technology. Some stories are news; others are explainers, tests or deeper investigations. The common goal is to help readers understand what is actually happening beneath the headline.
What sources do you use?
It depends on the story. We may use regulatory filings, patent records, technical standards, research papers, court documents, company documentation, software repositories, public datasets and direct testing. When a primary source is available, we prefer to check the claim against it.
Can companies pay for a better review or rating?
No company should be able to buy a better review or rating. Some of our links may be affiliate links, which can earn TruthUpfront a referral commission when a reader makes a purchase. Those commercial relationships should not determine our test results or editorial conclusions.
Can I send a confidential tip or document?
Yes. You can contact the Tech desk with a tip, document, technical lead or correction. If the information is sensitive, tell us when you contact us so we can handle the source information appropriately.