Tech Business/VC The Verge

Doom developer id reportedly cut in half as part of Xbox layoffs

id Software has reportedly laid off approximately 50% of its staff, including significant cuts to its QA department and IdTech team.

Hardware/Chips Hacker News

Sodium-ion "salt" batteries will revolutionize electric-vehicle and grid storage

Discussion on the potential of sodium-ion batteries to replace lithium-ion in electric vehicles and grid storage due to material availability and cost.

Tech Business/VC TechCrunch

AI law startup Norm raises $120M, hits unicorn valuation

AI law startup Norm has raised $120 million in Series C funding, reaching a unicorn valuation of $1.2 billion.

Other The Verge

Anker’s noise-blocking earbuds for sleeping are nearly half off

A guide to current deals on Anker sleep earbuds, portable speakers, handheld fans, and Eero Wi-Fi routers.

AI/ML arXiv cs.AI

The Changing Role of Symbolic Methods in Artificial Intelligence

Research arguing that explicit symbolic reasoning is a result of simplified models and that the future of symbolic methods is as an interface for human-AI interaction.

AI/ML arXiv cs.AI

AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments

Introduction of AgentGym2, a benchmark for evaluating LLM agents in realistic, non-idealized real-world environments.

Software Engineering arXiv cs.AI

CP-WSP: A Declarative CP-SAT Framework for Configurable Multi-Constraint Workforce Scheduling

Presentation of CP-WSP, a declarative CP-SAT framework for complex, multi-constraint workforce scheduling.

AI/ML arXiv cs.AI

Rethinking On-Policy Self-Distillation for Thinking Models

Study showing that privileged self-distillation can actually degrade the performance of thinking models on long reasoning traces.

AI/ML arXiv cs.AI

ClassicLogic: A Knowledge-Driven Benchmark of Classic Puzzle Games for Evaluating Compositional Generalization

ClassicLogic, a new open-source benchmark suite for evaluating compositional generalization in AI through classic puzzle games.

AI/ML arXiv cs.AI

Reason, Reward, Refine: Step-Level Errors Corrections with Structured Feedback for Physics Reasoning in Small Language Models

A step-level reward framework for correcting physics reasoning errors in small language models without requiring ground truth solutions.

AI/ML arXiv cs.AI

EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

Introduction of EvoAgentBench, a benchmark for evaluating agent self-evolution and procedural ability transfer in LLM systems.

Software Engineering Hacker News

C++ Details of Asymmetric Fences

A technical discussion on the implementation details of asymmetric fences in C++.

Tech Business/VC TechCrunch

This startup pits dealerships against each other to bid on your used car

Startup Bidbus raised $15 million in Series A funding for its used car bidding platform.

Other The Verge

iRobot’s newest floor cleaner isn’t a robot

iRobot introduces the Roomba Electro Plus, its first manually-operated floor cleaner, alongside updates to its robotic vacuum line.

Cybersecurity The Verge

Microsoft fixes storage-hogging Windows 11 folder

Microsoft patched a Windows 11 bug where a permissions-related database file could consume excessive disk space.

Other The Verge

iFixit has a new toolkit for fixing appliances, building furniture, and household repairs

iFixit launches the Megalodon Driver Kit, a new toolkit specifically designed for household and appliance repairs.

Other Ars Technica

ULA's last six Atlas Vs can't launch anything besides Boeing's Starliner

News regarding ULA's Atlas V launches and Amazon's progress with its broadband satellite constellation.

AI/ML Ars Technica

How AI could enable autonomous robot workers in workplaces—and maybe homes

An exploration of how AI advancements are enabling the development of autonomous robot workers for workplaces and homes.

AI/ML arXiv cs.AI

ASSEMCAD: Production-Ready CAD Assembly Generation from Natural Language

AssemCAD is a new framework that uses an axiom-grounded approach to generate production-ready mechanical CAD assemblies from natural language.

AI/ML arXiv cs.AI

TacReasoner: A Dynamic Tactile-Language Framework for Interactive Reasoning in Real-World Scenarios

TacReasoner is a dynamic tactile-language framework designed for interactive reasoning in real-world scenarios using tactile sensing.