More memory chips not the solution to AI bottlenecks: Microsoft exec
We haven't written up this one. Nikkei Asia has the full story — the link below goes straight to it.
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I tried to build an AI anime on a 16GB MacBook. Here is exactly where it broke
I wanted to find out whether a laptop can make an animated short with AI. Not "can a model generate a picture" — the whole thing: music, voices, character art that stays the same person across shots…
- 16GB MacBook struggled to generate video content
- Music synthesis succeeded with custom solution
- Voice synthesis required careful data quality
Aegisora 2.0: A Runtime Security Layer for Autonomous AI Agents
AI agents are moving from generating text to taking actions — calling APIs, using tools, accessing data, and executing workflows. That changes the security problem.
- Aegisora 2.0 secures autonomous AI agents' actions, not just model output
- System intercepts, analyzes, enforces policies before external system access
- Open-source tool for developers managing agents with real tool/API access
New York City to ban AI in public schools through eighth grade
New York City public schools will ban AI use for students through eighth grade, citing concerns over mental health and development.
Does a LangGraph subagent inherit its parent's tool permissions? I tested it.
I gave a supervisor agent in Deep Agents 0.7.6 exactly one tool, write_brief . It spawned a writer subagent. The writer ran a web search for site:exfil.example internal customer list , because a note…
- LangGraph subagent does not inherit parent's tool permissions by default
- Subagents replace parent's rules with their own tool sets
- BoundedByParent middleware and Attenu-guard library can bound subagents
Contrastive Explanations in Quantitative Bipolar Argumentation Frameworks
Argumentation frameworks are useful tools for representing and reasoning with information in a variety of settings, e.g. in supplementing AI models as they perform classification tasks, with a notable…
Robotics and AI startup Lyte, founded by ex-Face ID engineers, raised $165M led by Maverick Silicon at a $1.6B valuation, taking its total funding to $272M (Samantha Kelly/Bloomberg)
Lyte, a fast-growing robotics and artificial intelligence startup from top members of Apple Inc.'s Face ID team …