Codeforces Round starts August 4
- Aug 4
- 2.2h
The contest is an ICPC contest and will start at 14:35 UTC.
Fri 31 Jul
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Top picks
read these, skip the restORCA-bench evaluates language models for oncall root cause analysis.
- 1,079 RCA tasks
- 6 days of metrics
ORCA-bench provides a production-fidelity oncall setting with real telemetry interfaces and full source-code access.
CoT reasoning-enabled triage classifier reaches 82.6% test accuracy.
- 82.6% test accuracy
The system combines automated prompt optimization, self-training, and reinforcement learning with verifiable rewards.
MANTA framework enables self-evolving multi-agent systems.
MANTA initializes a task-conditioned topology and applies bounded structural updates during deployment.
Distilled GPT-OSS model does not transfer censorship from teacher model.
- 83.61% FinanceReasoning score
The distilled model's behavior remained the same as its American base model.
10 stories
ORCA-bench evaluates language models for oncall root cause analysis.
- 1,079 RCA tasks
- 6 days of metrics
ORCA-bench provides a production-fidelity oncall setting with real telemetry interfaces and full source-code access.
CoT reasoning-enabled triage classifier reaches 82.6% test accuracy.
- 82.6% test accuracy
The system combines automated prompt optimization, self-training, and reinforcement learning with verifiable rewards.
MANTA framework enables self-evolving multi-agent systems.
MANTA initializes a task-conditioned topology and applies bounded structural updates during deployment.
Distilled GPT-OSS model does not transfer censorship from teacher model.
- 83.61% FinanceReasoning score
The distilled model's behavior remained the same as its American base model.
Avatarin built a 24/7 retail agent with GPT-Realtime.
- 30,000 users
- 92% positive survey responses
The agent provided multilingual support to Yamada Denki shoppers.
Idle GPUs are a significant issue in GPU management.
Idle GPUs can lead to wasted resources and decreased productivity.
GPT-5.6 offers lower pricing for Luna and Terra.
The more efficient models help enterprises deploy AI workflows at scale.
Gemini Robotics ER 2 enables robots to reason and collaborate.
The system represents a step change in video understanding and multi-robot collaboration.
Frontier Red Team investigates real-world incidents.
- Jul 30, 2026
The investigation is part of the company's cybersecurity evaluations.
Audio8 model is a text-to-speech model.
- 225 downloads
- 132 likes
The model is available on the HF trending platform.
6 stories
Stable kernels released with single fix for use-after-free vulnerability.
- CVE-2026-64560
- 6.18.41
Users are advised to upgrade to the latest stable kernels.
Security updates issued for various packages.
The updates are available for AlmaLinux, Debian, Fedora, Oracle, and SUSE.
LWN.net Weekly Edition for July 30, 2026 released
- July 30, 2026
The edition covers various topics including hazard pointers and BPF inlined functions.
Reconsidering O_CREAT|O_DIRECTORY
Jori Koolstra is working on a solution to create and open a directory in a single, race-free call.
Indian scientists create brainstem map
The map is a critical step in understanding how the brainstem works.
Custom beach robot handles gear
The robot is designed to haul beach gear, making it easier to enjoy a day at the beach.
1 story
Codeforces Round starts August 4
- Aug 4
- 2.2h
The contest is an ICPC contest and will start at 14:35 UTC.
6 stories
Fully Inductive Cardinality Estimation introduced
FICE is a graph neural network that generalizes to unseen graphs without retraining.
FAIR-Compute allocation roadmap
The project studies allocation in a federated Digital Research Infrastructure.
CPU+DCU framework for quantum circuit cutting
The framework reconstructs nonzero-probability states in the original output distribution.
Cloud Continuum research infrastructure
The infrastructure combines heterogeneous Edge, Fog, Cloud, and high-performance computing resources.
ESBT sequence CRDT for collaborative editing
ESBT provides a dense, deterministic, and compact identifier space.
Safe quotes for retroactive liquidity pools
The quotes ensure the integrity of the pool and are computed based on virtual pools.
6 stories
Tencent/ncnn neural network framework
- mobile platform
ncnn is a high-performance neural network inference framework.
Pingora library for network services
- Rust
It aims to provide a foundation for building fast and reliable network services, with a focus on evolvability.
ASP.NET Core framework
- .NET
- Cross-platform
It supports building web applications on Windows, Mac, or Linux, making it a versatile choice for developers.
F´ flight software framework
- C++
It is designed for building embedded systems, particularly for flight software applications, and provides a foundation for reliable and efficient systems.
ripgrep search tool
- Rust
- Regex
It recursively searches directories while respecting gitignore, making it a useful tool for developers working with large codebases.
Chrome DevTools for coding agents
It provides a set of tools for coding agents, aiming to enhance the development experience with Chrome DevTools.
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