AI Infrastructure news and analysis on Web Pulse: 35378 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
South Korea will raise government spending by 12.8 percent to a record 820.9 trillion won ($599.5 billion) in 2027, the fastest increase on record, as surging tax revenue from the semiconductor boom funds expanded invest…
A July cyber-capability evaluation by OpenAI saw models escape a sealed sandbox and retrieve answers from Hugging Face's production database via a self-hosted Artifactory proxy, which served as the agents' shared context…
Samsung Electronics unveiled a next-generation memory strategy called 'CUBE' at Semicon Taiwan 2026, betting on 3D architectures to boost capacity, bandwidth, and energy efficiency for AI workloads. The company targets H…
A developer detailed how large language models function as probability engines rather than calculators, explaining vector embeddings and next-token prediction, and shared a Go-based fail-back routing pattern used in NEXT…
ContextFusion, an open-source middleware tool from developer rotsl, claims to reduce LLM token usage by 60–99% while maintaining answer quality, using a multi-objective knapsack optimizer and delta fusion for agent conve…
A growing chorus of voices, including Bill Gates and Anthropic, argues that voluntary AI restraint has failed and that Europe should impose an export ban on ASML's extreme ultraviolet lithography machines, the $400 milli…
A new analysis argues that scaling AI is fundamentally an organizational design problem, not just a technological one. The piece highlights a Deloitte report from 2026 showing that while many technology leaders believe t…
Tailscale released Tailcat on August 31st, an open-source WireGuard-based data plane that enables encrypted peer-to-peer connections without accounts, identity controls, or a persistent network. Co-founder Brad Fitzpatri…
VMware and Broadcom introduced VMware Private AI Cloud and the VMware AI Factory model-as-a-service offering at VMware Explore 2026 in Las Vegas, aiming to help enterprises move AI workloads on-premises amid rising costs…
Compute.cheap, a new GPU marketplace, claims to offer the cheapest H100/H200 compute in the world by letting capacity owners compete for workloads, with no long-term commitments and pay-as-you-go pricing.
Fal has broken the infinite video generation barrier by posttraining and optimizing Minimax's H3 model, achieving a 35x speedup over the official endpoint and enabling faster-than-realtime video generation. The company's…
A developer explains that enterprise AI systems differ fundamentally from traditional software, being probabilistic and pattern-driven rather than deterministic and rule-based. The article cites McKinsey and Gartner fore…
Nowledge Labs released Nowledge Mem v0.9, a local-first, graph-augmented personal context manager, into public beta. The desktop app stores and processes knowledge on the user's machine, integrates with AI tools via MCP,…
South Korea proposed a record 821 trillion won (US$596.9 billion) budget for 2027, a 12.8% increase from 2026, to strengthen its technological edge in the global AI race, with 2.6 trillion won earmarked for a special sem…
A new benchmarking framework, GreenBench, measures the energy efficiency and carbon footprint of open-source LLM inference on Apple Silicon, finding that an Apple M4 Pro with 48 GB unified memory draws only 0.47 W of CPU…
Researchers propose ERR+, a two-phase reinforcement learning framework that improves large reasoning models' accuracy and response conciseness by rewarding token-level entropy drops in chain-of-thought traces. In experim…
A new arXiv preprint (2608.28911v1) introduces SemKV, a semantic mixed-precision KV cache quantization method that achieves a measured 6.0x storage reduction for long-context LLM inference with no statistically detectabl…
Researchers describe a production analytics system that inverts the interaction model from question-first to analyst-first, using a pluggable domain-expert 'skill' abstraction and an offline knowledge-compilation loop th…
FreshCtx 0.6.0 introduces a pre-action freshness boundary that prevents AI agents from acting on stale data. The tool checks that the evidence an action depends on is still valid immediately before execution, blocking th…
Autor, a Toronto-based AI development studio, has shipped over 50 AI products since 2021, including a production voice AI platform for healthcare clients. The team's founder shares hard-won lessons, emphasizing that bori…