Tuesday, 22 September 2026
This dated roundup collects the most interesting AI and technology developments found for Tuesday, 22 September 2026.
Research & Products
Google Releases EnvHarness to Make AI Agent Training Environments Adapt
The open-source framework keeps an environment’s existing grader intact while changing the conditions an agent faces—a design that may save teams from rebuilding trusted simulators, but adds rollout and integration costs.
Read moreJev introduces a new shape of LLM - System One, aka Decision Models
Last week TypeSafe AI unveiled Jev , their first example of a new category of model that they are calling "System One models" (I'm with Maggie Appleton, I think "decision models" is a better name for these). Jev is an interesting variant on the usual LLM format: it still accepts text inputs, but instead of text output it returns floating point numbers corresponding to categories, yes/no questions, ratings, and associated confidence scores. TypeSafe describe Jev like this: Think of Jev as a frontier-intelligence function call: unstructured state in, typed probabilistic decisions out. It's...
Read moreYandex Releases Alice AI Foundation, an 80B Model for Commercial Use
The downloadable base model uses only 3 billion parameters per token, comes with Russian-language factual benchmarks, and sits ahead of Yandex’s planned reasoning and agent work for Alice AI.
Read moreAikido Releases Altar, a Local Cybersecurity AI Model Built From GLM-5.3
The open-weight release is designed to keep sensitive code within customer infrastructure, but its claimed security performance comes from a narrow internal benchmark.
Read moreHeyGen Releases Code2Video to Judge AI-Made Motion Graphics
The benchmark aims to distinguish video code that renders from motion graphics that feel designed, using a company-trained judge across five visual criteria.
Read moreNVIDIA Launches DSX Ready to Qualify Power and Cooling Products for AI Factories
Every AI factory needs power and cooling that fit its computing architecture. As AI infrastructure expands, power, cooling, water, site and grid constraints are shaping what builders can deploy. Choosing products that fit the complete factory design helps builders turn computing capacity into useful AI output. To help builders make those decisions, NVIDIA is introducing […]
Read moreIndustry
Microchip Completes Hailo Acquisition, Adding Edge AI and Vision Processing
The deal brings Hailo’s accelerators, vision processors and software into Microchip’s portfolio. The price remains undisclosed, while customer and developer continuity becomes the immediate test.
Read moreAscend Learning Acquires M7 Health to Add AI Scheduling to Workforce Business
The deal brings shift-level staffing software into Ascend’s healthcare portfolio, with a stated aim of linking workforce development, credentials and retention tools to daily schedule management.
Read moreTags: ai_safety, opinion
Bank of England’s Breeden Urges Outcome Guardrails for Financial AI Agents
In a newly published Wharton discussion, Sarah Breeden argues that autonomous systems force regulators to focus on accountability, testing and intervention—not every individual decision.
Read moreTags: ai_agents
Multi-agent AI systems are taking over supply chain execution
Multi-agent AI systems are taking over supply chain execution as enterprise networks face diminishing returns from static dashboards, pushing logistics directors towards autonomous execution. Predictive demand models display recommendations, yet human planners still clear every action. Multi-agent systems replace that approval stage across targeted operational boundaries. Instead of waiting for weekly scheduling runs, independent software […] The post Multi-agent AI systems are taking over supply chain execution appeared first on AI News .
Read moreMeta’s AI agent has been blocked from using Amazon.com
Amazon has its own cohort of foundation models, along with one of the most popular inference platforms on the internet. As long as they're under no legal obligation to open the doors to Muse, why would they?
Read moreOracle Publishes AI Workflow for a 5.1 Million-Record GoldenGate Reload
The lab shows how an AI agent can coordinate a difficult replication reset from a runbook, but missing MCP options still pushed key steps through direct APIs—and the server remains experimental.
Read moreTags: hardware
‘RAMageddon’: tech crunch hikes the price of your next iPhone by £100
Shortage of memory chips and other critical components reverses trend of electronics becoming cheaper Apple’s recent product launch caused headlines around the world as it unveiled its first folding phone. But hidden in the slick technology showcase was a nasty surprise: a £100 increase in the price of all iPhones, including older models. It is blamed on “RAMageddon”, which has reversed a decades-long trend of electronics becoming cheaper. It is the fallout from the AI gold rush hoovering up every memory chip available for vast datacentres. This has led to a severe shortage of the chips,...
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