Artificial intelligence

56 articles

Reporting on AI models, tools, research, infrastructure and policy.

Coverage: AI

Editorial illustration of a creative workspace with a landscape photograph open in a generic image editor.
The Expectancy / OpenAI image generation · AI-generated editorial illustration commissioned for The Expectancy and used with publisher authorization.

ANALYSIS Artificial Intelligence

ChatGPT Images 2.5 Gives Creators Faster, More Controllable Editing

OpenAI reports up to 50 percent lower generation latency and stronger editing controls, while real workflow gains remain unverified.

Two people working over printed plans between three open laptops, with their faces outside the frame

ANALYSIS Artificial Intelligence

OpenAI’s Efficiency Strategy Could Broaden Access, but Usage Is Not Proof of Benefit

Sarah Friar links cheaper inference to wider AI use, but OpenAI’s figures measure adoption and infrastructure rather than social outcomes.

A labeled block diagram of a generic GPU showing its bus interface, memory controller, power and video units, display interface, compression unit and graphics compute array.

ANALYSIS Technology

CUDA Rust Takes Two Experimental Paths Toward Safer GPU Kernels

NVIDIA’s cuda-oxide and cutile-rs bring Rust ownership checks to GPU kernels, but both remain experimental tools with different safety boundaries.

Interior entrance to the Craig Newmark Graduate School of Journalism, with its name displayed above security turnstiles

ANALYSIS Artificial Intelligence

More Than 400 AI Subscriptions Put Access Ahead of Evidence in Journalism Education

OpenAI’s Newmark and Medill initiative removes a cost barrier, but schools still need to measure accuracy, equity and newsroom readiness.

A silver Nintendo GameCube controller with colored buttons

ANALYSIS Artificial Intelligence

Playco's AI prototypes put the design decision back in the foreground

A reported reduction in manual fixes is promising. The more interesting question is whether playable alternatives help a team discover which game deserves to be built.

A brightly lit aisle between rows of black server racks filled with silver rack-mounted computers.

ANALYSIS AI

Cloudflare Gives AI Security Scanning the Production Context It Usually Lacks

Cloudflare’s early-access service links authorized code analysis with traffic and firewall context while customers retain deployment control.

BRIDGE Figure 1 with an upper co-design workflow linking an actuator library, URDF generation, motion evaluation and saturated-motor replacement, above lower examples of the physical humanoid performing whole-body movements.

ANALYSIS Technology

BRIDGE Designs a Humanoid Body and Controller as One System

The compact research robot links morphology, actuator limits and learned control, but its strongest comparisons remain simulated and its full open-source release is still pending.

Rows of illuminated server racks inside the NOIRLab headquarters computer room in Tucson, Arizona.

ANALYSIS AI

GPU Grid Flexibility Shrinks as Reliability and Duration Rise, Production Trace Study Finds

A 155,410-GPU production trace shows why data-center grid flexibility must be stated by duration and reliability, not as one broad percentage.

Research illustration showing the same recorded robot trajectory receiving different progress scores under two equivalent instructions about placing a radish in a pink bowl.

ANALYSIS Robotics

RoboRMBench Exposes Wording-Sensitive Reward Scores in Robot Learning

A new preprint tests vision-language reward models on 2,390 recorded real-robot trajectories and finds that equivalent instructions can produce contradictory judgments, revealing a measurable reliability gap before physical deployment.

A wired computer mouse with a scroll wheel against a light background.

ANALYSIS AI Tools

npm gives automated releases more routes and a clearer approval step

A September update accommodates separate publishing workflows. Its permission rules show how developers can automate package preparation while keeping public release a deliberate decision.

A rubber stamp, ink pad and bottle of stamp ink on a table.

ANALYSIS TECHNOLOGY

Copilot's Approval Preview Gives AI Review a Defined Place in the Merge Decision

GitHub now lets administrators authorize Copilot approvals to count toward a pull request's requirements. The useful distinction is between a model's assessment, an approving review and the other conditions for merging code.

A DT830D digital multimeter used to measure electrical quantities.

ANALYSIS Blockchain

Chainlink Adds Data Feeds. The Useful Part Is Knowing What Each Number Means.

New integrations widen the data available to blockchain applications. Reliable automation still depends on units, timestamps and a clear definition of the observation.

Timber framing of a house under construction, with materials around the building.

ANALYSIS AI

Kier's AI work starts with information that construction teams can use

A new account of the contractor's Copilot rollout connects peer learning with early safety-data agents. It shows a path toward practical assistance, without yet proving safer sites.

Official portrait of Senator Bernie Sanders

CLAIM CHECK AI & Policy

Sanders Is Not Trying to Ban All AI. His Plan Could Still Block the Progress It Claims to Protect

AI presents risks that require testing, containment, and public accountability. It also offers demonstrated gains in science, medicine, education, accessibility, productivity, energy, and government capacity. An undefined pause on advanced AI would govern a broad technical field through fear before Congress has defined what it intends to stop.

Chart showing where constitutional midtraining alignment gains remained after later training

NEWS AI Science

Oxford Researchers Put AI Principles Earlier in Training, and Some of Them Stuck

A 120-billion-parameter experiment found that adding constitutional content before conventional safety tuning produced alignment gains that survived later training. The strongest results are promising, but narrower than a permanent solution to AI alignment.