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Everything AION read, in seven sections. Pick one, a topic or a time window.
VideoStop Renting Intelligence: The Train-to-Deploy Loop for Specialized AI — Fireworks AI
Jetashree Ravi, who leads part of the applied machine learning team at Fireworks AI, explains how teams move from closed models to open ones without losing quality.
Satya Nadella says we should assume all AI models are ‘compromised’
In a lengthy post on X, Microsoft's CEO laid out his views on the dangers posed by highly advanced AI models and how to confront those risks.
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I Made Terrible Games With Google’s AI Playground
A long day’s haul in the video game slop mines.
BerriAI/litellm v1.105.0
Verify using the pinned commit hash (recommended):
OrcaRouter Releases OrcaCyber Zero 1.5 Cybersecurity Model With 1M Context
OrcaRouter has released OrcaCyber Zero 1.5, a model for authorized vulnerability research.
VideoAI Security Engineer Foundations + Certificate — Javier Garza, Snyk
An AI bill of materials turns a repository into a searchable inventory of models, datasets and agents.
VideoBuild a Platform and Watch It Burn — Michael Forrester, Accenture & Whitney Lee, Datadog
A burrito ordering assistant deploys an external container image and exposes a secret recipe from its Kubernetes environment.
VideoAI Security Engineer Foundations + Certificate — Micah Silverman, Snyk
Micah Silverman uses that capture the flag exercise to connect AI risks with familiar application security controls.
VideoHow to Build Quality Gates into Agentic Coding Workflows — Nnenna Ndukwe, Qodo AI
Nnenna Ndukwe uses SignalPay, a deliberately narrow FastAPI payments application, to turn that sequence into quality gates for an AI coding agent.