Most AI systems still rely on centralized processing: → Data is sent → Processed → Returned That model works, but for time-sensitive use cases, responsiveness and control become critical.
SYSTEMS
-
Bayer integrates HighByte AI with PI system for automated GXP reports
By
–
Bayer connected HighByte AI to a PI system running for 15 years in their GXP-certified pharma environment. Production reports that required entering clean rooms now come through AI agents on demand. Partner content with @HighbyteInc. #highbyte_iiot #bayer_ai pic.twitter.com/AGVY2dPWFc
— Lucian Fogoros (@fogoros) 23 juin 2026Bayer connected HighByte AI to a PI system running for 15 years in their GXP-certified pharma environment. Production reports that required entering clean rooms now come through AI agents on demand. Partner content with @HighbyteInc
. #highbyte_iiot #bayer_ai -
THE PROOF MISSIONS: Public Program for Autonomous Work and Proof-Governed Cooperation
By
–
THE PROOF MISSIONS A public program for turning autonomous work into accepted capability, transfer evidence, safe composition, accountable institutions, and proof-governed cooperation across sovereign institutions. https://
montrealai.github.io/goalos-agialph
a-ascension/proof-missions.html
… #AGIALPHA #ASIFirst -
Waymo Sensor Fusion Part 1: LiDAR, Radar, Cameras
By
–
(How Waymo Sees — Part 1)
— Satya Mallick (@LearnOpenCV) 23 juin 2026
LiDAR tells a Waymo where everything is. Radar tells it how fast everything's moving. Cameras add color and texture. No single sensor is enough — autonomy lives in the fusion.
Full deep-dive 👇https://t.co/axILFYfFQW pic.twitter.com/bpPFiO7TD5(How Waymo Sees — Part 1)
LiDAR tells a Waymo where everything is. Radar tells it how fast everything's moving. Cameras add color and texture. No single sensor is enough — autonomy lives in the fusion.
Full deep-dive https://
learnopencv.com/3d-lidar-visua
lization/
… -
AI architecture compared to dinosaurs: huge consumption and vast size
By
–
This is very true. Our current AI architecture is reminiscent of dinosaurs- huge consumption and vast size.
-
Towards Autonomous Biology with Compiler-Verified Protocols for AI Execution
By
–
Towards Autonomous Biology: Compiler-Verified Protocols as a Foundation for Real-World AI Execution Paper: https://
biorxiv.org/content/10.648
98/2026.05.05.720956v1
… Our report: https://
mp.weixin.qq.com/s/MhS1fG2I9HIb
fXzW0H19bg
… -
Code as Agent Harness: Unified Framework for Reasoning, Action, Verification
By
–
Cool, Code as Agent Harness! Researchers from UIUC, Meta and Stanford present "Code as Agent Harness": a unified framework where code serves as an operational substrate for agent reasoning, action, and execution-based verification — and not only as
-
Clarification: Sakana Fugu is a multi-agent orchestration system, not a standalone model.
By
–
To clarify, @SakanaAILabs' headline is somehow misleading.
— Charly Wargnier (@DataChaz) 23 juin 2026
While Sakana does train its own standalone models, Sakana Fugu is not one of them.
Rather, Fugu is a multi-agent orchestration system designed to coordinate already-existing AI models https://t.co/Blb3WjmjzzTo clarify, @SakanaAILabs
' headline is somehow misleading. While Sakana does train its own standalone models, Sakana Fugu is not one of them. Rather, Fugu is a multi-agent orchestration system designed to coordinate already-existing AI models -
Sakana Fugu is a multi-agent orchestration system, not a standalone model.
By
–
Addendum: @SakanaAILabs
' headline is misleading. While Sakana does train its own standalone models, Sakana Fugu is not one of them. Rather, Fugu is a multi-agent orchestration system designed to coordinate already-existing AI models -
30 Agents Every AI Engineer Must Build – Production-Ready Agent Systems
By
–
30 Agents Every AI Engineer Must Build — Build production-ready agent systems using proven architectures and patterns: http://
amzn.to/41ckg6z v/ @PacktDataML —
What you will learn:
Deploy production-ready agent systems that scale securely and reliably
Use LangChain and