Deutsche Telekom's LMOS: what enterprise AI teams actually want from a platform
Arun Joseph at InfoQ describes a real, in-production agentic compute layer: ephemeral agents, an ADL, and a central capabilities catalog.
6 h ago 5 5
InAgent achieves 90.2% on OSWorld: the computer-use agent gap narrows for the Chinese stack
A Chinese CUA becomes the first to surpass 90% on OSWorld. The gap with US frontier labs is now a harness gap, not a model gap.
6 h ago 5 6
Laguna 118B runs on a DGX Spark, Inkling goes multimodal, K3 secures its commercial license: benchmarks and clauses recap #23
Three architectures to dissect side-by-side: Poolside's MoE 118B / 8B active on a single machine; Inkling's multimodal 975B / 41B, also released as 276B / 12B; and Kimi K3's 2.8T / 104B context with 1M tokens, whose commercial agreement clause could exclude US companies.
19 h ago 10 10
Cloudflare launches its "Agents Week" – the edge positions itself as an agent runtime
A week of announcements dedicated to agents. No product in the opening post, but a clear stance: the CDN aims to become the runtime layer for agents in production.
19 h ago 10 9
August 2, 2026: The AI Act GPAI becomes enforceable – day one of a still under-equipped regime
Since today, transparency in training, disclosure of protected sourcing, and systemic risk management are no longer recommendations but legal obligations for general-purpose AI models. The question remains whether the AI Office, barely established, will be able to translate this mandate into case law—under the explicit threat of an American response.
19 h ago 9 12
OpenAI’s “Astra” reportedly cracked 10 open math and CS problems—let’s wait for the evidence.
Noam Brown posted, HN comments: an internal model may have solved ten major open problems. Nothing is published. We observe, we do not conclude.
19 h ago 8 8
True IDC secures a $2 billion loan for a Thailand data center—the APAC compute shortage extends to Southeast Asia.
Thai carrier subsidiary True IDC seeks $2B in debt for a domestic data center build - Southeast Asia joins the debt-funded AI capex wave.
Aug 1, 2026 at 09:40 11 15
Rachel Laycock: "Attention has become the scarce resource" - the dev-orchestrator, managing 8 to 12 agents simultaneously
The CTO of Thoughtworks asks the question that the "features/week" metric avoids: when execution becomes free, we're not making developers faster, we're making conductors—and no one trains them.
Jul 31, 2026 at 22:20 15 18
Underutilized GPUs at 5%: Elice, Nota, Lablup offer the Korean answer to a global crunch
A CAST AI study on ~23,000 Kubernetes clusters (AWS/Azure/GCP): 5% average GPU utilization. Three Korean publishers respond the same day. The structural lever is not more compute, it's better compute.
Jul 31, 2026 at 12:51 13 10
Sarvam full-stack pivot: Sovereign India chooses vertical integration
Sarvam AI moves from the model to the full stack - model + product + distribution - in a market where public procurement conditions access to data.
Jul 31, 2026 at 12:51 14 16
LimX Dynamics: Shen Hua locks on PMF - "next stop, landing"
The co-founder LimX frames the new battle: leaving the motion control demo, entering industrial POC deployment. Luna, COSA brain, FluxVLA Engine. The next commercial filter is no longer the demo, it's the signed contract.
Jul 31, 2026 at 12:50 9 10
Refactoring as a token-cost lever: an experiment in Fowler's gen-AI series
In Fowler's exploring-gen-ai series, Giles Edwards-Alexander runs a small experiment: decompose a large function, and watch what happens to the token cost of AI-assisted changes. The lever refactoring gives you is now measurable in dollars.
Jul 30, 2026 at 19:40 16 18