Hardware/Chips TechCrunch

Aura’s impressive e-ink photo frame doesn’t even look digital

Aura has released a new e-ink photo frame designed to look like a traditional non-digital display.

Hardware/Chips The Verge

Nothing cancels this year’s CMF phone due to RAM prices

Nothing has canceled the release of its CMF phone successor this year due to rising RAM prices.

Cybersecurity VentureBeat

7,000 Langflow servers are under attack. LangGraph and LangChain have the same holes

Critical vulnerabilities including RCE and path traversal were found in popular AI frameworks LangGraph, Langflow, and LangChain.

AI/ML arXiv cs.AI

SARLO-80: Worldwide Slant SAR Language Optic Dataset 80cm

Researchers introduce SARLO-80, a large-scale multimodal dataset combining high-resolution SAR, optical imagery, and text.

AI/ML arXiv cs.AI

Structuring and Tokenizing Distributed User Interest Context for Generative Recommendation

The G2Rec framework is proposed to improve generative recommendation by unifying graph-based user modeling with semantic tokenization.

Tech Business/VC Hacker News

Amazon drops Sam Altman movie after announcing OpenAI partnership

Amazon has canceled a planned movie about OpenAI CEO Sam Altman following the announcement of a strategic partnership between Amazon and OpenAI.

Other Hacker News

How many of the 170k English words do you know?

An exploration of English vocabulary knowledge, prompting users to assess how many of the 170k English words they actually know.

Hardware/Chips Hacker News

Show HN: Continuous Nvidia CUDA PC Sampling Profiler

A new continuous sampling profiler specifically designed for Nvidia CUDA GPUs to assist developers in identifying performance bottlenecks.

AI/ML arXiv cs.AI

UltraQuant: 4-bit KV Caching for Context-Heavy Agents

UltraQuant introduces a 4-bit KV caching mechanism for context-heavy AI agents, significantly improving time-to-first-token and output throughput on AMD GPUs.

AI/ML arXiv cs.AI

Optimal Order of Multi-Agent and General Many-Body Systems

A research paper proposing a general framework for analyzing multi-agent systems, focusing on the balance between collective productivity and systemic fragility.

AI/ML arXiv cs.AI

Contagion Networks: Evaluator Bias Propagation in Multi-Agent LLM Systems

Introduces Contagion Networks, a framework for measuring how evaluation biases propagate through multi-agent LLM systems, and suggests using committees to mitigate this.

Cybersecurity arXiv cs.AI

Calibration Without Comprehension: Diagnosing the Limits of Fine-Tuning LLMs for Vulnerability Detection in Systems Software

Analysis of LLMs' ability to detect vulnerabilities in systems software, concluding that fine-tuning often results in 'calibration without comprehension' rather than actual security reasoning.

AI/ML arXiv cs.AI

FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining

FreeStyle is a dual-reference generation framework that uses community LoRA mining to synthesize images while preserving content structure and separating style.

AI/ML arXiv cs.AI

Efficient and Sound Probabilistic Verification for AI Agents

A new framework for sound and efficient probabilistic verification of AI agents using distributionally robust optimization to ensure security policy bounds.

Cybersecurity arXiv cs.AI

Sovereign Execution Brokers: Enforcing Certificate-Bound Authority in Agentic Control Planes

Introduces the Sovereign Execution Broker (SEB), a runtime enforcement boundary that separates proposal, admission, and execution to secure agentic control planes.

Tech Business/VC Hacker News

John Jumper leaves Google to join Anthropic

John Jumper, a key figure in AlphaFold, leaves Google to join Anthropic.

Other Hacker News

Court Records Should Be Free

A discussion on the necessity of making court records freely available to the public.

AI/ML arXiv cs.AI

Robust $Q$-learning for mean-field control under Wasserstein uncertainty in common noise

Researchers present a robust Q-learning algorithm for mean-field control problems under Wasserstein uncertainty in common noise.

AI/ML arXiv cs.AI

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

AutoPass is a multi-agent LLM framework that optimizes compiler performance tuning by analyzing internal compiler states and runtime feedback.

AI/ML arXiv cs.AI

CRAX: Fast Safe Reinforcement Learning Benchmarking

CRAX is a fast, safe reinforcement learning benchmark utilizing the MuJoCo XLA (MJX) physics engine for hardware-accelerated 3D dynamics.