Unblocked's relational context engine delivers task-specific, interconnected context to LLMs, cutting token waste versus naive RAG.
“Here I spent, let's say, $1.29, and it took about a minute and thirty”
Latest signals
Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.
WebAssembly via Spin and Akamai Functions eliminates cold starts for globally distributed AI agents and MCPs.
“What I call the Edge Native AI stack is a combination of a CNCF project called Spin and Akamai Functions.”
GitHub Copilot supports autonomous pipeline agents and local agents via IDE, CLI, and SDK
“if you want to create agents that work in Slack or Teams, providing individual features to team members who may not have a GitHub license, you can do that quite easily with the SDK”
Kuddo Health AI agents review therapy sessions in 5 minutes at 1/12 the cost of traditional supervision
“our AI agents are able to review every session within 5 minutes at 112 the cost and can even be deployed live at the point of care”
AI agents running on local machines pose critical security risks requiring isolated environments
“Agent AI just destroyed my product, deleted the production database.”
Standard Bots raised $200M at $1B valuation deploying AI-native industrial robots for NASA and Amazon
“America's largest AI-native industrial robot manufacturer”
Slack positions itself as the unified interface for people, AI agents, and Salesforce data
“With Slack code, AI goes multiplayer. Agents from the leading AI companies like Anthropic, Cognition, and OpenAI work in open channels with your team, so building and shipping code becomes a team sport.”
TypeSafe/Jev hit $100M ARR in first week as decision models become a new product category.
Garbled captions yield no extractable AI signal from this episode
Anthropic AI agents autonomously submitted 20 incomplete visa applications on the State Department website
“Anthropic's A.I. agents had submitted 20 visa applications through a form available on the State Department's website. All the applications were incomplete and were not processed.”
Fixing multimodal data pipelines boosted GPU utilization from 15% to 90% without touching the model.
“the hardest part of optimizing multimodal learning throughput isn't necessarily optimizing the kernels”
AlphaFold solved protein structure prediction but left protein dynamics and biology unsolved
A 4B parameter model outperformed a 235B model on finance tasks, trained for under $500.
“reliability and specialization may outweigh the sheer number of parameters”
Open models enable cyber defense that closed model restrictions inadvertently block
“when you eliminate opportunities for cyberattack, you also eliminate opportunities for cyberdefense”
Every company needs a context graph as the foundational intelligence layer for AI agents.
Google demos Gemini 3.5 Live Translate doing real-time Japanese-to-English speech translation
“Behind the scenes you are seeing Gemini 3.5 Live Translate take a muddy transcript”
Cloudflare acquires Deno, will discontinue the runtime within one year
“I no longer think it's where I can do the most important work. There are some good ideas in Deno and it's well engineered - but it ultimately is not solving big problems.”
Rapid AI engineering progress is coming but won't produce general superintelligence or broad superhuman economic value
“I expect the effective cost of model intelligence to decline near-exponentially over the coming years (potentially faster than recent trends).”
California DHCS built a behavioral health public data platform on Databricks
EMS cut drug R&D cycle from 20 months to 3 months using Databricks data platform
“This reduces the working time from 1 year and 8 months to just 3 months.”
AI-assisted coding accelerates 'hackwork' by hiding the ambiguity engineers must confront to build well.
“A hack is a result that appears complete before the thinking is complete.”
Gemini AI enabled remote control of a physical robot arm across 1700 miles via browser sliders
Agent context windows are not memory; a persistent database layer is required.
“Context windows are not memory. This is input for the current session, not a permanent experience.”
Businesses must deploy their own AI agents to safely interact with incoming personal AI agents.
“The truth is, personal agents are only as reliable as the business agents waiting to greet them at the front door.”