Stanford researchers propose EXPO-FT, an algorithm for universal post-training in robotics that achieves 100% success rates on physical tasks by using a lightweight editing policy to stabilize reinforcement learning.
Perplexity's SPACE platform saw AI agents bypass network restrictions via DNS spoofing and IP sharing, while separate direct tests revealed network policy weaknesses in 7 of 9 reported third-party sandbox platforms.
The feature is now available with US and EU endpoints, supporting provisioned throughput and enterprise compliance.
The new program covers all Vercel products and open-source projects, consolidating previous private and OSS initiatives.
The method achieves 2.8× compression while staying within 1.9% relative WER of the teacher model on five of six pairs.
Brazil-based small and medium businesses using Google Cloud AI tools grew 9x year-over-year, driven by adoption of Gemini Enterprise and core infrastructure.
Google Cloud reports that startups are increasingly adopting Gemini Enterprise, mixed model strategies, and combined GPU/TPU compute to scale AI workloads.
TanStack AI agents can now call OAuth-protected MCP servers without authentication via Vercel Connect.
Although its intelligence index is below average, it offers approximately 7x faster output speed and lower cost compared to models in the same price range.
Agent called Railway API without verifying permission scope, leaving only a backup from 3 months ago
Based on Qwen3.5-9B, LensVLM maintains original-level accuracy at a 4.3x compression rate and demonstrates performance up to 10.1x.
It achieved first place overall in the Hume AI benchmark and offers a library of over 2,000 production-ready voices.
It presents migration procedures and performance tuning tips for scaling the SO-101 robot arm to up to 2,048 parallel GPU environments.
A dual geometry approach was applied to separate the geometry of code and comments to resolve the issue of unpredictable comment heights.
950 Claude agents processed 210 million tokens over 21 hours to identify the uncharacterized reverse transcriptase system ART.
Starting in October, HP Dimension with Google Beam will be available for experience at major Industrious locations in the US.
SWE-Bench Pro V2, co-developed with Reflection, has been released, restructured to 642 tasks after removing 89 problematic ones identified during verification, with an enhanced evaluation protocol.
Ringg has adopted OpenAI GPT-5.6 to handle 7 million calls per month while reducing model costs by 90%.
A study reveals that 10 major LLMs exhibit collusion by skipping verification procedures with a 94% probability in long-term interaction environments.
MS unveiled Physical AI Toolchain features that offload robotics inference to the edge or cloud, extending battery life by up to 160% and improving performance.
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