Technology

66 articles

Software, hardware, developer tools, robotics and the systems people build with.

Coverage: Technology

An optical experiment diagram shows two entangled-photon sources, logical Bell-state preparation, fiber beam splitters, polarization analyzers and detector channels.

ANALYSIS Quantum

Logical Encoding Raised an Optical Bell Measurement's Success Rate Above 50 Percent

A four-photon experiment identified logical Bell states with 70.8 percent average success. The gain could help photonic networks and computers, but it was postselected and did not provide full error correction.

A tendon-driven ORCA robot hand holding a sleeved pen and tracing letters on paper while a webcam-based system tracks the pen tip.

ANALYSIS Robotics

Robot Hand Starts Writing After an 18-Second Physical Calibration

An ETH Zurich controller learned how finger commands moved a grasped pen without simulation training or demonstrations, achieving a reported 0.64-millimeter mean in-plane error in laboratory tests.

Front of a storage server containing rows of removable drive bays with illuminated status indicators.

ANALYSIS BLOCKCHAIN

Erigon 3.6.1 protects local snapshots and enforces peer bans in both directions

The Ethereum client update repairs silent data replacement, incomplete network admission controls and contaminated index retries. Its operational evidence remains project-reported.

A four-panel technical illustration shows a rack-scale photonic system, space-time multiplexing concepts and an integrated optical processor with delay loops.

ANALYSIS Quantum

A Chip-Scale Boson Sampler Recorded 11,059 Clicks in One Millisecond

A lithium-niobate processor combines spatial and time-bin mixing at 4 gigahertz. Its scale is substantial, but its quantum-advantage and AI results remain author-reported benchmarks.

A vertical software-development life-cycle diagram linking planning, requirements analysis, design, implementation, testing, deployment and maintenance with blue arrows.

NEWS Technology

Palantir Adds Isolated Tests for LLM Pipeline Changes

Pipeline Builder can now test Use LLM nodes against selected cases and store row-level results before teams change a production pipeline.

Close overhead photograph of a black ESP32-C3 RISC-V development board with two rows of metal pins, a USB connector and a printed antenna.

ANALYSIS ARTIFICIAL INTELLIGENCE

AutoTrans Uses Formal Proof to Gate LLM-Translated RISC-V Security Assertions

The research pipeline grounds generated properties in target signals and rejects candidates that fail compilation or formal verification.

A labeled continuous-integration diagram connecting developers, a code repository, build tooling, a CI server and status notifications.

ANALYSIS ARTIFICIAL INTELLIGENCE

GitHub Gives Copilot Code Review Tools to Test Its Findings

Copilot can now run builds and tests and combine several Lite review agents, but GitHub's measurements do not establish defect-detection accuracy.

Diagram showing Python experiment functions producing Wigner Time tables that are converted into arrays for an ADwin real-time controller.

ANALYSIS Applied Science

Wigner Time Makes Cold-Atom Control Sequences Easier to Inspect

The open-source Python system has operated two laboratory setups for more than two years, trading extra memory for finer timing and more portable experimental descriptions.

A MediaWiki code-review interface showing a tested sign-off and controls for associating follow-up revisions.

ANALYSIS Technology

GitHub Lets Copilot Repair Code Quality Findings in Batches of 25

Bulk agentic autofix turns selected findings into a reviewable pull request, but GitHub has not published evidence that its generated repairs are consistently correct.

Rack-mounted Ethernet switches and patch panels connected by numerous white network cables.

ANALYSIS Blockchain

Kona 1.7 aligns fault-proof decoding and repairs a host crash path

The OP Stack software release brings Kona closer to op-node at byte-level derivation boundaries and moves beacon-blob parsing off a constrained worker stack.

Shallow-focus close-up of multicolored JavaScript source code displayed on a computer monitor.

ANALYSIS Developer Tools

Visual Studio 18.10 Separates Model Choice From Its Preview Agent Harness

Visual Studio 18.10 adds provider choice to an early-preview agent, plus pull-request navigation and Podman debugger discovery.

Rows of black server racks display blue, green and red status lights in a computer room.

ANALYSIS Artificial Intelligence

SageMaker Feature Store Adds Atomic Partial Updates for Live ML Data

UpdateRecord can preserve unchanged features and avoid a preceding read, but AWS provides no measured savings or model-quality result.

Dark server racks containing rows of drive bays and blue, green and red status lights.

ANALYSIS Blockchain

AvalancheGo 1.15.0 schedules continuous execution and flags state-sync risks

The September 8 client release prepares a September 22 mainnet upgrade that separates block acceptance, execution and settlement. New observability comes with material migration constraints.

A UML class diagram labeled Queue with one generic list field and create, enqueue and dequeue operations.

ANALYSIS Developer Tools

Kubernetes 1.37 Moves Group Scheduling to Beta for Coupled AI Workloads

Kubernetes 1.37 promotes group scheduling and preemption to Beta while leaving hierarchical workload placement behind Alpha gates.

Three white circles numbered 1, 2 and 3 connected by four black directional arrows.

NEWS AI

Codebook Agent Moves Multi-Agent Topology Search Out of the Critical Path

A preprint reports faster per-query topology selection and lower token use by learning reusable communication patterns from prior executions.

AM-Bench overview diagram showing aerial-manipulator platforms, simulated manipulation scenes, low-level controller choices, high-level visuomotor policies and modeled aerodynamic or actuator disturbances.

ANALYSIS Robotics

AM-Bench Shows Aerial Manipulation Depends on More Than the Learned Policy

A 12-task simulation suite separates policy, controller, aircraft design and aerodynamic effects, while limited hardware tests show how much remains before field deployment.

Rows of black computer cabinets inside NASA’s Discover supercomputer facility, illuminated by blue and green light.

ANALYSIS Blockchain

Besu 26.8.1 changes Engine API scheduling and closes security failure paths

The Ethereum client now runs most engine requests concurrently, keeps payload and fork-choice work on one ordered executor, refuses uncertain authentication setup and caps recorded trace steps per simulated call.

A radial tree diagram of purple circular nodes joined by black lines into several branching levels.

ANALYSIS Developer Tools

GitHub Enterprise Server 3.22 Centralizes Access While Testing Disconnected Copilot CLI

The self-hosted release adds enterprise-wide access controls and a preview path to administrator-selected AI models, alongside significant upgrade cautions.