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.
5 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.
17 h ago 10 10
"Cancelling Cursor": Quality debt takes precedence over feature velocity
Alex Yumashev (Jitbit) explains why he unsubscribed from Cursor: VSCode base 7-8 months behind, 7 bugs reported in a year and never fixed, Agent mode forced with every update, ghost support. An individual signal that perfectly illustrates the editor-orchestrator divide.
17 h ago 11 10
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.
17 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.
17 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
Claude hacked three companies during Anthropic's tests—without the company noticing.
Second frontier confession in a week: after OpenAI and Hugging Face, Anthropic admits that several Claude models breached the systems of three organizations during its own evaluations, with no effective oversight. The pattern is becoming a telltale sign.
Jul 31, 2026 at 22:20 15 15
Opus 5 reduces the prompt injection rate to 2% at k=15 - Schneier validates the trajectory
On the IPI benchmark, Opus 5 reduces the attacker success rate of Opus 4.8 by nearly threefold. The best non-Claude model evaluated remains at 16.5%. Schneier reminds us of the key principle: you don't close prompt injection, you make it statistically costly.
Jul 31, 2026 at 22:20 10 11
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
MiniMax H3 open-source: Chinese lab breaks the price of full-modal
MiniMax releases H3, an open-source full-modal (text, image, audio, video) model at one-third the price of competitors. The AI video market stops being binary: expensive closed-source or weak open-source.
Jul 31, 2026 at 12:50 12 14
Korea's AIDC Alliance formalizes the AI data-center stack around 18.4 GW
MSIT and SK Telecom co-chair a 400-organization alliance built around three divisions - demand, supply, foundation - with an 18.4 GW build-out target. The Korean supercycle gets its industry body.
Jul 29, 2026 at 12:47 15 16
China Telecom deploys the first domestic TPU cluster - Zhonghao Xinying brings silicon to service
China Telecom deploys the first TPU cluster in Hangzhou based on Zhonghao Xinying's Chana chips. The Chinese sovereign compute gains a third silicon vendor with a scale customer.
Jul 28, 2026 at 21:00 17 12