AI
Anthropic’s IPO strategy? Cloak itself in altruism
Anthropic is framing its upcoming IPO around AI safety and altruism, positioning itself as a leader needed to define safe AI development standards.
Features / Deep Dives
Long-form reporting, explainers and investigations.
AI
“I don’t use Astra every day”: OpenAI developer lead tells TNS why
OpenAI's DevDay 2026 introduced over 20 announcements including new models, agents, and developer APIs, raising questions about implementation costs and safety considerations.
Gadgets
We’ve had touchscreen laptops for years. Can Apple make them better?
Apple is expected to announce its first touchscreen MacBook at an upcoming event, marking a significant reversal from the company's long-held stance against touchscreen laptops.
Enterprise
The hidden failure paths that affect Kubernetes control plane availability
A deep examination of how Kubernetes control planes can fail at scale when individual components amplify faults through shared metadata and synchronized operations, even without crashing.
AI
I Used AI to Fake a Scientific Paper. Here’s What Happened
Academic publishing faces a spike in AI-generated content, with estimates showing over half of 2025 papers exhibited LLM influence, threatening scientific integrity and trust.
Enterprise
When file infrastructure becomes the bottleneck
Legacy file infrastructure like NAS can become productivity bottlenecks when organizations adopt remote and distributed teams, forcing workarounds that complicate data management.
Enterprise
When “isolated” doesn’t mean isolated: How to sandbox AI agents
Containers and default security measures are insufficient for isolating AI agents in enterprise environments; proper sandboxing requires multi-layer security policies across infrastructure.
Policy
Ofcom wants to regulate body-shaming and depression content. Can platforms even detect it?
UK regulator Ofcom proposes requiring platforms to protect children from body-shaming and depression content, but questions remain about whether automated systems can accurately detect contextual harms.
Enterprise
We studied 1,584 data centers – and found the buildings full of machines are tied to modest local job growth
Research on 1,584 data centers shows they generate modest local job growth, creating 1,000–1,300 jobs per county on average but mostly in supporting industries rather than local retail.
Policy
How should AI be regulated? Follow the harm
A legal scholar examines how AI regulation should be framed around harm, as AI incidents escalate and policymakers debate balancing innovation with safety.
Startups
The Download: Anthropic’s IPO, smarter power grids, and exercise pills
MIT Technology Review examines Anthropic's IPO prospectus filing, analyzing how the company presents conflicting narratives of itself as an AI safety organization, profit-driven firm, and superhuman technology developer.
More Tech
Silicon Valley parents want the tech they help build out of their children’s schools
Tech workers in Silicon Valley are pushing schools to limit device use in classrooms, raising questions about whether low-income districts can adopt similar policies.
Enterprise
One pod, one node: The architecture behind serverless Kubernetes on AWS
A deep dive into AWS Fargate's serverless Kubernetes architecture, explaining how it shifts node management responsibility while maintaining Kubernetes compatibility at the pod level.
Startups
Why This Festive Season Is Getting More Expensive For Ecommerce Sellers
Indian e-commerce sellers face rising operational costs this festive season through new penalty structures and surcharges on platforms like Flipkart, despite commission reductions.
Startups
From losing 70% of its market to a global comeback: How OneSoil turned crisis into opportunity
Swiss agtech startup OneSoil recovered from losing 70% of its market during Russia's 2022 invasion of Ukraine and is now expanding globally with AI-powered agricultural solutions.
AI
Industrial Intelligence: The next growth opportunity for manufacturing
Industrial intelligence—manufacturers' accumulated knowledge, practices, and data—can be leveraged as a growth engine by making it accessible across decision-making processes.
AI
India’s AI infrastructure challenge: Moving from GPU availability to enterprise readiness
India is expanding AI compute capacity, but faces a harder challenge in converting that infrastructure into enterprise-ready applications that solve real business problems.
Enterprise
Sovereign AI is about more than where data resides
An examination of sovereign AI that extends beyond data residency considerations to broader governance and infrastructure implications.