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Digital Pantheon simulates coalition formation with LLM agents.
The framework combines Supervised Fine-Tuning, Direct Preference Optimization, and Retrieval-Augmented Generation to reconcile factual grounding with ideological alignment. It is operationalized on the 2019 Flemish election.
Bridge Evidence measures the gap between static and causal utility in multi-step agentic search.
The study uses a ReAct style agent over HotpotQA to replay 1000 development questions and compare the original run against its counterfactual. This gives a Counterfactual Trajectory Utility score from three deltas.
MM-IssueLoc is a controlled benchmark for evaluating visual evidence in multimodal repository-level issue localization.
MM-IssueLoc provides file-level and function-level gold labels, paired text-only and with-image evaluation, and VCE-based diagnostics. It is used to evaluate LLM-based and retrieval-based systems.
NVIDIA Nemotron 3 Embed ranks #1 on RTEB, advancing agentic retrieval.
Nemotron 3 Embed is a significant advancement in agentic retrieval, demonstrating the power of NVIDIA's technology in this field.
Detecting LLM-Generated Texts with classical machine learning is discussed.
The discussion focuses on the use of classical machine learning techniques to detect LLM-generated texts, highlighting the potential and limitations of this approach.
Digital Pantheon simulates coalition formation with LLM agents.
The framework combines Supervised Fine-Tuning, Direct Preference Optimization, and Retrieval-Augmented Generation to reconcile factual grounding with ideological alignment. It is operationalized on the 2019 Flemish election.
Bridge Evidence measures the gap between static and causal utility in multi-step agentic search.
The study uses a ReAct style agent over HotpotQA to replay 1000 development questions and compare the original run against its counterfactual. This gives a Counterfactual Trajectory Utility score from three deltas.
MM-IssueLoc is a controlled benchmark for evaluating visual evidence in multimodal repository-level issue localization.
MM-IssueLoc provides file-level and function-level gold labels, paired text-only and with-image evaluation, and VCE-based diagnostics. It is used to evaluate LLM-based and retrieval-based systems.
NVIDIA Nemotron 3 Embed ranks #1 on RTEB, advancing agentic retrieval.
Nemotron 3 Embed is a significant advancement in agentic retrieval, demonstrating the power of NVIDIA's technology in this field.
Detecting LLM-Generated Texts with classical machine learning is discussed.
The discussion focuses on the use of classical machine learning techniques to detect LLM-generated texts, highlighting the potential and limitations of this approach.
Cars24 uses OpenAI-powered voice and chat agents to handle conversations.
Cars24's use of OpenAI-powered agents has led to significant improvements in their conversation handling capabilities, enabling them to recover lost leads and streamline their workflows.
The author discusses their use of LLMs despite criticism.
The author shares their personal experience with using LLMs, highlighting the benefits and challenges they have encountered, and why they continue to use them despite criticism.
UST brings Claude to physical AI on Jul 9, 2026.
The integration of Claude with physical AI is expected to have significant implications for the field, enabling new applications and use cases.
Google DeepMind and Isomorphic Labs share their approach to bioresilience.
The joint approach focuses on developing AI models that can withstand and adapt to biological challenges, with potential applications in various fields.
Anthropic introduces Claude Sonnet 5 on Jun 30, 2026.
Claude Sonnet 5 delivers frontier performance across coding, agents, and professional work at scale, marking a significant advancement in the field.
Security updates are issued for various Linux distributions.
The security updates address vulnerabilities in several packages, including cups, git-lfs, and kernel, and are available for multiple Linux distributions.
Sched-ext adds enqueue() for sub-schedulers and proxy-execution support.
The extensible scheduler class (sched_ext) allows for custom CPU schedulers as BPF programs, and the new features enhance its capabilities and compatibility.
Jean Picard noticed a glow in a barometer
The glow was caused by sloshing mercury in 1675
Einstein's Relativity applies to chemical bonds
It's typically associated with large and heavy things
Satellite Mission Compiler is a four-stage pipeline
It compiles human-authored mission plans into container-workflow artifacts
Mech is a mechanised choreographic programming
It's for correct-by-construction development of concurrent systems
PolyQ is a CPU-oriented compiler/quantization co-design
It assigns per-channel bit-widths for activation-aware channel-wise bit allocation
EdgeFaaS is a function-based edge computing framework
It enables edge applications to utilize heterogeneous resources
CODA is an algorithm-hardware co-design for edge video diffusion
It reduces redundant computation using Cross-Timestep Caching
GPU reliability assessment is rethought
Instead of predicting failure timing, it prioritizes nodes by failure risk
Embassy is a modern embedded framework
It uses Rust and async for embedded systems development
Vercel Labs releases Agent Browser, a CLI for AI agent browser automation.
This tool enables automation of browser interactions for AI agents, potentially simplifying testing and deployment. It is written in Rust.
AlexsJones introduces llmfit, a command to find suitable models for hardware.
Llmfit simplifies the process of finding compatible models by providing a unified interface to explore various providers and models. This can save time and effort for developers.
ArduPilot repository contains source code for ArduPlane, ArduCopter, and more.
The ArduPilot project provides open-source software for various autonomous vehicles, including planes, copters, rovers, and subs. It is written in C++.
FinceptTerminal offers advanced finance analytics and research tools.
FinceptTerminal is designed to provide users with interactive and data-driven decision-making capabilities. It includes market analytics, investment research, and economic data tools in a user-friendly environment.
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