AI & tech trends that will shape 2026 — Systems, agent orchestration and multi‑modal AI dominate strategic plans. #AI #CES2026 #MWC26 #IoT @IBM @IBMNews https://
ibm.com/think/news/ai-
tech-trends-predictions-2026
…
SYSTEMS
-
AI Tech Trends 2026: Systems, Agent Orchestration, Multi-Modal Dominance
By
–
-
AI transforms military training through intelligent simulation systems
By
–
AI in the loop: Transforming military training and system design through smarter simulation
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @HaroldSinnott @fogoros @iainljbrown @NandoDF @katecrawford @drhassanrashidi @YuHelenYu -
AI assistants with system access weaponized through prompt injection: Hack #8 scariest
By
–
This is the security wake-up call every vibecoder needs to read. @mrnacknack just dropped a full breakdown of how AI assistants with system access can be weaponized through prompt injection. The scariest part isn't SSH brute force or exposed gateways. It's Hack #8. Here's the
-
Investigation: From Confident Gibberish to Scheduler Fix
By
–
5/5 Wrote up the complete investigation-from confident gibberish to the scheduler fix. Includes the false starts (suspected CUDA bugs), the breakthrough (request tracking), and lessons for anyone running stateful models at scale. Read the blog:
-
AI as Structured Thinking Support for Enterprise Decision Making
By
–
One aspect I found especially meaningful is using AI as a structured thinking support. In this case, the Super Report helped connect geopolitical context, technology choices, and real enterprise constraints in a single, readable view. https://t.co/MIcVM30Jif
— Antonio Grasso (@antgrasso) 29 janvier 2026One aspect I found especially meaningful is using AI as a structured thinking support. In this case, the Super Report helped connect geopolitical context, technology choices, and real enterprise constraints in a single, readable view.
-
AI Hive Mind: Beyond Communication Bottlenecks
By
–
An AI can in principle go way beyond that, to a fully connected hive mind without the throughput bottlenecks of air vibration interconnect.
-
Cohere launches Model Vault for secure AI model deployment
By
–
Today we’re launching Model Vault — a dedicated, fully managed platform to run Cohere models securely and at scale.
— Cohere (@cohere) 28 janvier 2026
Model Vault delivers the control and isolation of self-hosting, without the operational burden:
🔒 Dedicated, isolated VPC
⚡ No noisy neighbors or rate limits
🔁… pic.twitter.com/ESkpISB99QToday we’re launching Model Vault — a dedicated, fully managed platform to run Cohere models securely and at scale. Model Vault delivers the control and isolation of self-hosting, without the operational burden: Dedicated, isolated VPC No noisy neighbors or rate limits
-
AXE Layout: Unified AI Hardware Optimization Across GPUs
By
–
What if one layout could rule all your AI hardware? Researchers from CMU, SJTU, NVIDIA, Princeton, and University of Toronto present AXE Layout. It's a single, simple map that tells data where to go across GPUs, memory, and threads—unifying sharding, tiling, and more.
-
Context Engineering for Multi-Agent Systems Architecture
By
–
"Context Engineering for Multi-Agent Systems: Move beyond prompting to build a Context Engine, a transparent architecture of context and reasoning" — at http://
amzn.to/448dSiA v/ @PacktDataML 𝓦𝓱𝓪𝓽 𝓨𝓸𝓾 𝓦𝓲𝓵𝓵 𝓛𝓮𝓪𝓻𝓷:
Develop memory models to retain short-term and -
Kill conditions for agent orchestrators to stop error loops
By
–
Interesting!
One thing that I have to always do: whenever a Claude Code starts to go wrong, I kill it, because when they fill their context with error logs and wrong ideas, they tend to keep digging their hole.
A good agent orchestrator would have "kill conditions" to just