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.
18 h ago 10 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.
18 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.
18 h ago 8 8
Seedance 2.5: ByteDance extends generative video to 30 seconds in a single shot
The Seed team pushes single-shot generation to 30 seconds, with multi-modal references (30 images + 10 videos + 10 audios) and timestamp editing.
yesterday 8 11
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
Microsoft delivers its first cyber AI model as a 30-company alliance forms - the SOC market shifts
Microsoft unveils MAI-Cyber-1-Flash and a security agentic system, while 30+ publishers - Nvidia, Microsoft, allies - announce the « Open Secure AI Alliance ». Cyber-AI moves from feature to market.
Jul 28, 2026 at 20:57 9 10
Moonshot plans to open-weight Kimi K3 - the biggest frontier open bet gets a permanent home
Moonshot AI says it will release the weights of Kimi K3 - the 2.8-trillion-parameter model that already unsettled Wall Street.
Jul 27, 2026 at 10:13 8 6
UK AISI and CAISI publish first joint cyber assessment of Kimi K3
The British (AISI) and American (CAISI) AI security institutes publish their first joint preliminary assessment of Kimi K3's cyber capabilities. Strong signal: open-weight frontier models fall within the scope of government evaluation.
Jul 26, 2026 at 18:40 10 12