Ryan Daws
@gadgetry.bsky.social
🤓 Senior Editor, TechForge Media
✍️ Infrastructure, AI, and the systems on top of them.
🤫 News tip: [email protected]
✍️ Infrastructure, AI, and the systems on top of them.
🤫 News tip: [email protected]
DeviQA data reveals that AI code generation is expanding verification queues and multi-stage retesting cycles.
Does faster AI output just move the queue from coding to QA?
#QA #Developers #AI #DevOps #Technology
Does faster AI output just move the queue from coding to QA?
#QA #Developers #AI #DevOps #Technology
DeviQA survey links AI code generation to testing queues
According to DeviQA, software testing queues are expanding across engineering departments as AI code generation accelerates raw output.
www.developer-tech.com
September 25, 2026 at 2:36 PM
DeviQA data reveals that AI code generation is expanding verification queues and multi-stage retesting cycles.
Does faster AI output just move the queue from coding to QA?
#QA #Developers #AI #DevOps #Technology
Does faster AI output just move the queue from coding to QA?
#QA #Developers #AI #DevOps #Technology
Ericsson CTO Erik Ekudden outlines how autonomous agents and industrial humanoids are forcing an overhaul of cellular networks.
When do you expect AI agents to outpace human subscribers for uplink and signalling load on a live 5G network?
#AI #PhysicalAI #AgenticAI #6G #Technology
When do you expect AI agents to outpace human subscribers for uplink and signalling load on a live 5G network?
#AI #PhysicalAI #AgenticAI #6G #Technology
Ericsson CTO: Preparing cellular infrastructure for AI agent traffic
Ericsson is rebuilding cellular infrastructure around AI-native network architecture to support surging agent traffic.
www.telecomstechnews.com
September 25, 2026 at 10:49 AM
Ericsson CTO Erik Ekudden outlines how autonomous agents and industrial humanoids are forcing an overhaul of cellular networks.
When do you expect AI agents to outpace human subscribers for uplink and signalling load on a live 5G network?
#AI #PhysicalAI #AgenticAI #6G #Technology
When do you expect AI agents to outpace human subscribers for uplink and signalling load on a live 5G network?
#AI #PhysicalAI #AgenticAI #6G #Technology
Google dropped two new Gemini 3.8 Flash text-to-speech models with 2,000+ stock voices across 100+ languages. They can now generate natural audio cues like laughs, sighs, and "mhm".
Game-changer for production and development, or a fast route to uncanny valley?
#Google #AI #Gemini #TTS #Technology
Game-changer for production and development, or a fast route to uncanny valley?
#Google #AI #Gemini #TTS #Technology
Google launches Gemini 3.8 Flash TTS voice models
Google has launched Gemini 3.8 Flash TTS voice models, introducing speech generation systems for scripting and high-volume audio production.
www.artificialintelligence-news.com
September 24, 2026 at 4:30 PM
Google dropped two new Gemini 3.8 Flash text-to-speech models with 2,000+ stock voices across 100+ languages. They can now generate natural audio cues like laughs, sighs, and "mhm".
Game-changer for production and development, or a fast route to uncanny valley?
#Google #AI #Gemini #TTS #Technology
Game-changer for production and development, or a fast route to uncanny valley?
#Google #AI #Gemini #TTS #Technology
The WBA and FIDO Alliance completed proof-of-concept testing using VinCSS hardware to validate automated provisioning over standard wireless infrastructure.
Can factory-provisioned EAP-TLS profiles eliminate manual technician setup during facility rollouts?
#IIoT #WiFi #Cybersecurity #IoT #Tech
Can factory-provisioned EAP-TLS profiles eliminate manual technician setup during facility rollouts?
#IIoT #WiFi #Cybersecurity #IoT #Tech
WBA and FIDO test zero-touch IoT Wi-Fi onboarding
Industrial operators can automate IoT onboarding across Wi-Fi networks through a joint specification from the WBA and FIDO Alliance.
iottechnews.com
September 24, 2026 at 3:30 PM
The WBA and FIDO Alliance completed proof-of-concept testing using VinCSS hardware to validate automated provisioning over standard wireless infrastructure.
Can factory-provisioned EAP-TLS profiles eliminate manual technician setup during facility rollouts?
#IIoT #WiFi #Cybersecurity #IoT #Tech
Can factory-provisioned EAP-TLS profiles eliminate manual technician setup during facility rollouts?
#IIoT #WiFi #Cybersecurity #IoT #Tech
According to Cisco and Omdia, over half of enterprises now entrust production network changes to autonomous agents.
Are you permitting autonomous systems to alter routing and isolate endpoints without manual approvals?
#AgenticAI #NetOps #Telecoms #AI #Technology
Are you permitting autonomous systems to alter routing and isolate endpoints without manual approvals?
#AgenticAI #NetOps #Telecoms #AI #Technology
Cisco: Agentic AI takes control of enterprise networks
Industry research by Cisco and Omdia suggests enterprise networks are changing forever as agentic AI takes direct administrative control.
www.telecomstechnews.com
September 24, 2026 at 1:49 PM
According to Cisco and Omdia, over half of enterprises now entrust production network changes to autonomous agents.
Are you permitting autonomous systems to alter routing and isolate endpoints without manual approvals?
#AgenticAI #NetOps #Telecoms #AI #Technology
Are you permitting autonomous systems to alter routing and isolate endpoints without manual approvals?
#AgenticAI #NetOps #Telecoms #AI #Technology
Synthetic testing often breaks when interfaces change, but Datadog's latest preview tools verify end outcomes rather than hardcoded scripts.
How are your QA teams handling test maintenance across dynamic and generative AI interfaces?
#Observability #Developers #QA #DevOps #Technology
How are your QA teams handling test maintenance across dynamic and generative AI interfaces?
#Observability #Developers #QA #DevOps #Technology
Datadog adds autonomous testing to monitoring suite
Datadog is expanding digital experience monitoring across production environments, rolling out autonomous synthetic test generation.
www.developer-tech.com
September 24, 2026 at 12:46 PM
Synthetic testing often breaks when interfaces change, but Datadog's latest preview tools verify end outcomes rather than hardcoded scripts.
How are your QA teams handling test maintenance across dynamic and generative AI interfaces?
#Observability #Developers #QA #DevOps #Technology
How are your QA teams handling test maintenance across dynamic and generative AI interfaces?
#Observability #Developers #QA #DevOps #Technology
Many remain voters would agree the EU needs reform—the most powerful remain argument was "reform from within". Had the EU shown willingness at the time, remain would likely have swung it even back in 2016.
With the shifting mood across Europe, this could be a way forward.
#Politics #EU #UK #Europe
With the shifting mood across Europe, this could be a way forward.
#Politics #EU #UK #Europe
institute.global
September 24, 2026 at 10:09 AM
Gen. Randall Reed outlined how TRANSCOM is using AI to maintain cargo flow under degraded communications and out-deliver adversaries while protecting operational pipelines from hallucinated intelligence.
#AI #Logistics #IoT #Military #Technology
#AI #Logistics #IoT #Military #Technology
U.S. TRANSCOM deploys randomised AI to secure military logistics
Deploying randomised AI logistics enables military planners from U.S. TRANSCOM to insulate global distribution networks against disruption.
www.artificialintelligence-news.com
September 23, 2026 at 1:30 PM
Gen. Randall Reed outlined how TRANSCOM is using AI to maintain cargo flow under degraded communications and out-deliver adversaries while protecting operational pipelines from hallucinated intelligence.
#AI #Logistics #IoT #Military #Technology
#AI #Logistics #IoT #Military #Technology
Vodafone and Ericsson ran live voice translation across five European languages on ordinary handsets, in the core, via APIs.
Are you comfortable with the operator running speech models on a live call if you opt-in first?
#Telecoms #5G #AI #Technology
Are you comfortable with the operator running speech models on a live call if you opt-in first?
#Telecoms #5G #AI #Technology
Vodafone tests live network AI translation with Ericsson
Vodafone and Ericsson have completed a live network trial running AI translation during standard voice calls across five European languages.
www.telecomstechnews.com
September 23, 2026 at 12:14 PM
Vodafone and Ericsson ran live voice translation across five European languages on ordinary handsets, in the core, via APIs.
Are you comfortable with the operator running speech models on a live call if you opt-in first?
#Telecoms #5G #AI #Technology
Are you comfortable with the operator running speech models on a live call if you opt-in first?
#Telecoms #5G #AI #Technology
Factory arms compensating for misaligned parts instead of buying another fixture. Ekumen’s figure is 2–5ms for a collision-free path.
Does that hold up once Nav2 and the safety scanner are in the loop?
#NVIDIA #PhysicalAI #Robotics #IIoT #AI #OpenSource #Technology
Does that hold up once Nav2 and the safety scanner are in the loop?
#NVIDIA #PhysicalAI #Robotics #IIoT #AI #OpenSource #Technology
NVIDIA Isaac ROS 5.0 brings agentic workflows to physical AI
Teams running NVIDIA Isaac ROS 5.0 can deploy agentic robotics workflows to build physical AI systems across standard industrial platforms.
iottechnews.com
September 23, 2026 at 11:12 AM
Factory arms compensating for misaligned parts instead of buying another fixture. Ekumen’s figure is 2–5ms for a collision-free path.
Does that hold up once Nav2 and the safety scanner are in the loop?
#NVIDIA #PhysicalAI #Robotics #IIoT #AI #OpenSource #Technology
Does that hold up once Nav2 and the safety scanner are in the loop?
#NVIDIA #PhysicalAI #Robotics #IIoT #AI #OpenSource #Technology
China Telecom AI’s Xing4.0-29B-A4B open-source model: 29B total parameters, 4B active, 15 GB VRAM, 256K context.
Can 4B active parameters deliver reliable tool calling in production?
#AI #OpenSource #Telecoms #China #Technology
Can 4B active parameters deliver reliable tool calling in production?
#AI #OpenSource #Telecoms #China #Technology
China Telecom AI launches Xing4.0-29B-A4B open model
China Telecom AI has released Xing4.0-29B-A4B, a lightweight open model for running complex autonomous workflows on a single desktop GPU.
www.telecomstechnews.com
September 22, 2026 at 3:55 PM
China Telecom AI’s Xing4.0-29B-A4B open-source model: 29B total parameters, 4B active, 15 GB VRAM, 256K context.
Can 4B active parameters deliver reliable tool calling in production?
#AI #OpenSource #Telecoms #China #Technology
Can 4B active parameters deliver reliable tool calling in production?
#AI #OpenSource #Telecoms #China #Technology
I’ll probably regret saying this, but Activision making the next Halo doesn’t automatically fill me with dread. Plenty of FPS experience there.
Halo shouldn't be just a sci-fi CoD, but hopefully they'll guide the series in a grittier direction than Halo Studios did.
#Halo #Xbox #Gaming
Halo shouldn't be just a sci-fi CoD, but hopefully they'll guide the series in a grittier direction than Halo Studios did.
#Halo #Xbox #Gaming
Activision prepares to "make the greatest Halo game ever" as it takes control of the franchise from Halo Studios
The changes to Xbox Game Studios comes as part of a wider restructure
www.gamesradar.com
September 22, 2026 at 3:05 PM
Early deployments delivered production-grade replenishment and workflow tools in under two weeks, demonstrating savings substantial enough to secure a six-figure annual facility budget.
Has anyone on your network seen similar payback without a full project?
#AI #SupplyChain #Logistics #Technology
Has anyone on your network seen similar payback without a full project?
#AI #SupplyChain #Logistics #Technology
AutoScheduler launches warehouse app builder for logistics teams
AutoScheduler has launched its warehouse app builder to let logistics teams build custom tools directly from live facility data.
www.artificialintelligence-news.com
September 22, 2026 at 12:04 PM
Early deployments delivered production-grade replenishment and workflow tools in under two weeks, demonstrating savings substantial enough to secure a six-figure annual facility budget.
Has anyone on your network seen similar payback without a full project?
#AI #SupplyChain #Logistics #Technology
Has anyone on your network seen similar payback without a full project?
#AI #SupplyChain #Logistics #Technology
Eutelsat OneWeb LEO satellite trial on PKP Intercity: 160 km/h, sub-100 W antenna, first live run on the Polish national network.
Can LEO close rural rail dead zones, or does it only work when the trackside handoff is already good?
#Telecoms #NTN #Europe #Satellites #Technology
Can LEO close rural rail dead zones, or does it only work when the trackside handoff is already good?
#Telecoms #NTN #Europe #Satellites #Technology
Eutelsat trials OneWeb LEO rail connectivity across Poland
Eutelsat has tested OneWeb LEO rail connectivity on a live network in Poland aboard a PKP Intercity passenger service.
www.telecomstechnews.com
September 22, 2026 at 8:38 AM
Eutelsat OneWeb LEO satellite trial on PKP Intercity: 160 km/h, sub-100 W antenna, first live run on the Polish national network.
Can LEO close rural rail dead zones, or does it only work when the trackside handoff is already good?
#Telecoms #NTN #Europe #Satellites #Technology
Can LEO close rural rail dead zones, or does it only work when the trackside handoff is already good?
#Telecoms #NTN #Europe #Satellites #Technology
Stephen Toub’s write-up on the Copilot runtime port: TypeScript to 832,000+ lines of Rust, 128 incremental PRs, 14.5 weeks, 135 releases, no big-bang cutover.
Subagents made 61 percent of 1.13 million tool calls. Human review load per PR is still the key figure.
#Rust #AI #Developers #Tech
Subagents made 61 percent of 1.13 million tool calls. Human review load per PR is still the key figure.
#Rust #AI #Developers #Tech
Migrating the GitHub Copilot runtime to Rust, using Copilot
A rewrite this size wasn't affordable before agents. Here's what porting the Copilot agent runtime to 800,000 lines of production Rust actually took.
github.blog
September 22, 2026 at 8:00 AM
Stephen Toub’s write-up on the Copilot runtime port: TypeScript to 832,000+ lines of Rust, 128 incremental PRs, 14.5 weeks, 135 releases, no big-bang cutover.
Subagents made 61 percent of 1.13 million tool calls. Human review load per PR is still the key figure.
#Rust #AI #Developers #Tech
Subagents made 61 percent of 1.13 million tool calls. Human review load per PR is still the key figure.
#Rust #AI #Developers #Tech
Grok 4.7 ships at the same $2 / $6 token price as 4.6, with a faster Cursor-only tier at double the rate.
CursorBench 4.0: 46.3%, up from 40.4%
Will you test Grok 4.7 in Cursor, or deploy it directly via custom API pipelines?
#AI #Grok #Cursor #Developers #Tech
CursorBench 4.0: 46.3%, up from 40.4%
Will you test Grok 4.7 in Cursor, or deploy it directly via custom API pipelines?
#AI #Grok #Cursor #Developers #Tech
SpaceXAI Grok 4.7 targets coding at reduced token cost
SpaceXAI has released Grok 4.7, targeting coding and professional knowledge work at half the operating cost of rival systems.
www.developer-tech.com
September 21, 2026 at 4:31 PM
Grok 4.7 ships at the same $2 / $6 token price as 4.6, with a faster Cursor-only tier at double the rate.
CursorBench 4.0: 46.3%, up from 40.4%
Will you test Grok 4.7 in Cursor, or deploy it directly via custom API pipelines?
#AI #Grok #Cursor #Developers #Tech
CursorBench 4.0: 46.3%, up from 40.4%
Will you test Grok 4.7 in Cursor, or deploy it directly via custom API pipelines?
#AI #Grok #Cursor #Developers #Tech
Lenovo’s iChain agents already re-route fulfilment work on live transaction systems. Delivery accuracy up 30 percent, on their figures.
Would you let an agent move stock on live WMS data, or only draft the transfer?
#AI #SupplyChain #Logistics #AgenticAI #Tech
Would you let an agent move stock on live WMS data, or only draft the transfer?
#AI #SupplyChain #Logistics #AgenticAI #Tech
Multi-agent AI systems are taking over supply chain execution
Supply chain leaders are moving beyond static forecasting dashboards towards autonomous multi-agent AI execution.
www.artificialintelligence-news.com
September 21, 2026 at 3:48 PM
Lenovo’s iChain agents already re-route fulfilment work on live transaction systems. Delivery accuracy up 30 percent, on their figures.
Would you let an agent move stock on live WMS data, or only draft the transfer?
#AI #SupplyChain #Logistics #AgenticAI #Tech
Would you let an agent move stock on live WMS data, or only draft the transfer?
#AI #SupplyChain #Logistics #AgenticAI #Tech
If the details hold, teaming up with a Canada–EU associate arrangement allows the UK to deepen European economic ties w/o full obligations of re-joining.
Separately, closer UK–Canada partnership still helps any potential CANZUK alliance of natural allies.
#UK #Canada #EU #Politics #Europe #News
Separately, closer UK–Canada partnership still helps any potential CANZUK alliance of natural allies.
#UK #Canada #EU #Politics #Europe #News
UK should 'team up' with Canada in new Europe alliance, Canadian minister says
It comes after European Commission President proposed "opening the door" for Canada to become an associate member of the EU.
www.bbc.co.uk
September 21, 2026 at 8:58 AM
Pass rates for ranked AI models dropped from 91% to 28% once Android Bench 2.0 moved to multi-day engineering tasks.
Binary pass/fail hid a lot of useful work. Does continuous scoring feel fairer?
#Google #AI #Developers #AIAgents #LLM #AndroidDev #Tech
Binary pass/fail hid a lot of useful work. Does continuous scoring feel fairer?
#Google #AI #Developers #AIAgents #LLM #AndroidDev #Tech
Google’s Android Bench 2.0 tests AI models on complex tasks
Google’s Android Bench 2.0 evaluates frontier AI models on multi-day coding tasks to determine how well agents handle complex engineering.
www.developer-tech.com
September 18, 2026 at 4:29 PM
Pass rates for ranked AI models dropped from 91% to 28% once Android Bench 2.0 moved to multi-day engineering tasks.
Binary pass/fail hid a lot of useful work. Does continuous scoring feel fairer?
#Google #AI #Developers #AIAgents #LLM #AndroidDev #Tech
Binary pass/fail hid a lot of useful work. Does continuous scoring feel fairer?
#Google #AI #Developers #AIAgents #LLM #AndroidDev #Tech
Nokia and Microsoft are putting AI agents on live multi-vendor networks, with data staged in Fabric’s OneLake in minutes.
Will operators let those agents dispatch remedial commands, or will policy gates keep humans in the loop for years?
#Nokia #Microsoft #AI #Telecoms #5G #Automation #Tech
Will operators let those agents dispatch remedial commands, or will policy gates keep humans in the loop for years?
#Nokia #Microsoft #AI #Telecoms #5G #Automation #Tech
Nokia and Microsoft automate telecom networks with AI agents
Telecom engineers pairing Nokia Data Suite with Microsoft Fabric can deploy agentic network automation across infrastructure in minutes.
www.telecomstechnews.com
September 18, 2026 at 3:41 PM
Nokia and Microsoft are putting AI agents on live multi-vendor networks, with data staged in Fabric’s OneLake in minutes.
Will operators let those agents dispatch remedial commands, or will policy gates keep humans in the loop for years?
#Nokia #Microsoft #AI #Telecoms #5G #Automation #Tech
Will operators let those agents dispatch remedial commands, or will policy gates keep humans in the loop for years?
#Nokia #Microsoft #AI #Telecoms #5G #Automation #Tech
SQL on live factory telemetry, within one second of the sensor.
Can that replace offline log parsing during a line-stoppage post-mortem?
#IIoT #MQTT #PhysicalAI #IoT #Automation #Robotics #Tech
Can that replace offline log parsing during a line-stoppage post-mortem?
#IIoT #MQTT #PhysicalAI #IoT #Automation #Robotics #Tech
QNX and Sift link industrial edge telemetry directly to SQL
QNX and Sift are bringing sub-second telemetry queries to industrial edge hardware, streaming live data from embedded factory machinery.
iottechnews.com
September 18, 2026 at 2:33 PM
SQL on live factory telemetry, within one second of the sensor.
Can that replace offline log parsing during a line-stoppage post-mortem?
#IIoT #MQTT #PhysicalAI #IoT #Automation #Robotics #Tech
Can that replace offline log parsing during a line-stoppage post-mortem?
#IIoT #MQTT #PhysicalAI #IoT #Automation #Robotics #Tech
Ongoing worker shortages and cheaper software are pushing warehouse AI onto the live floor.
Which of Gartner’s four tiers is running in your operation today?
#PhysicalAI #Gartner #AI #IIoT #Logistics #SupplyChain #Robotics #Automation #Tech
Which of Gartner’s four tiers is running in your operation today?
#PhysicalAI #Gartner #AI #IIoT #Logistics #SupplyChain #Robotics #Automation #Tech
Gartner outlines four AI tiers in warehouse automation
Gartner reports warehouse automation now spans four operational AI tiers as logistics operators shift from software trials to live facility deployments.
www.artificialintelligence-news.com
September 18, 2026 at 1:21 PM
Ongoing worker shortages and cheaper software are pushing warehouse AI onto the live floor.
Which of Gartner’s four tiers is running in your operation today?
#PhysicalAI #Gartner #AI #IIoT #Logistics #SupplyChain #Robotics #Automation #Tech
Which of Gartner’s four tiers is running in your operation today?
#PhysicalAI #Gartner #AI #IIoT #Logistics #SupplyChain #Robotics #Automation #Tech
Will you assign an AI tester a Jira ticket?
BearQ now sits in Atlassian Jira as a teammate: @ mention it, hand it the work item, review what it finds before the release.
#Jira #AIAgents #Developers #AI #Tech
BearQ now sits in Atlassian Jira as a teammate: @ mention it, hand it the work item, review what it finds before the release.
#Jira #AIAgents #Developers #AI #Tech
SmartBear embeds BearQ testing agent in Atlassian Jira
SmartBear has integrated its BearQ autonomous testing agent into Atlassian Jira to provide engineering teams with an assignable system.
www.developer-tech.com
September 17, 2026 at 3:04 PM
Will you assign an AI tester a Jira ticket?
BearQ now sits in Atlassian Jira as a teammate: @ mention it, hand it the work item, review what it finds before the release.
#Jira #AIAgents #Developers #AI #Tech
BearQ now sits in Atlassian Jira as a teammate: @ mention it, hand it the work item, review what it finds before the release.
#Jira #AIAgents #Developers #AI #Tech
Operators want inference at the radio for robots, drones, and wearables.
How quickly do they actually move those workloads off centralised clouds?
#Ericsson #AI #Telecoms #5G #Tech
How quickly do they actually move those workloads off centralised clouds?
#Ericsson #AI #Telecoms #5G #Tech
Ericsson brings hosted inference to distributed AI networks
Ericsson targets autonomous networks with hosted inference for distributed AI as telecom operators adapt infrastructure to support new workloads.
www.telecomstechnews.com
September 17, 2026 at 1:07 PM
NVIDIA Jetson Thor finished MLPerf’s new edge agentic suite 6.4× faster than the reference stack on the same board.
The run kept ~96% of prompt tokens in a warm cache. Is long-context reuse now the real edge bottleneck, not peak TOPS?
#EdgeAI #NVIDIA #MLPerf #AI #PhysicalAI #AgenticAI #Tech
The run kept ~96% of prompt tokens in a warm cache. Is long-context reuse now the real edge bottleneck, not peak TOPS?
#EdgeAI #NVIDIA #MLPerf #AI #PhysicalAI #AgenticAI #Tech
NVIDIA Jetson Thor speeds edge agentic inference in MLPerf v6.1
Edge AI agents face rigorous MLPerf testing across multi-turn trajectories, where NVIDIA Jetson Thor hardware cut execution runtime 6.4x.
iottechnews.com
September 17, 2026 at 11:14 AM
NVIDIA Jetson Thor finished MLPerf’s new edge agentic suite 6.4× faster than the reference stack on the same board.
The run kept ~96% of prompt tokens in a warm cache. Is long-context reuse now the real edge bottleneck, not peak TOPS?
#EdgeAI #NVIDIA #MLPerf #AI #PhysicalAI #AgenticAI #Tech
The run kept ~96% of prompt tokens in a warm cache. Is long-context reuse now the real edge bottleneck, not peak TOPS?
#EdgeAI #NVIDIA #MLPerf #AI #PhysicalAI #AgenticAI #Tech