Drinking coffee reduces connectivity in the posterior default mode network, a region involved in mind-wandering and self-focused thought
An active inference theory of allostasis and interoception in depression - PMC
https://pmc.ncbi.nlm.nih.gov/articles/PMC5062100/
https://pmc.ncbi.nlm.nih.gov/articles/PMC5062100/
PubMed Central (PMC)
An active inference theory of allostasis and interoception in depression
In this paper, we integrate recent theoretical and empirical developments in predictive coding and active inference accounts of interoception (including the Embodied Predictive Interoception Coding model) with working hypotheses from the theory of ...
FLUX.2: Frontier Visual Intelligence | Black Forest Labs
https://bfl.ai/blog/flux-2
https://bfl.ai/blog/flux-2
bfl.ai
FLUX.2: Frontier Visual Intelligence
Today, we release FLUX.2, our most capable model to date.
Workflow Builder: Build your own workflow automation platform - Vercel
https://vercel.com/blog/workflow-builder-build-your-own-workflow-automation-platform
https://vercel.com/blog/workflow-builder-build-your-own-workflow-automation-platform
Vercel
Workflow Builder: Build your own workflow automation platform - Vercel
Workflow Builder is a free, open-source template, powered by Next.js and the Workflow DevKit, that helps you build workflow builder applications and agents.
Workflow DevKit - Make any TypeScript Function Durable
https://useworkflow.dev/
https://useworkflow.dev/
useworkflow.dev
Workflow SDK - Make any TypeScript Function Durable
"use workflow" brings durability, reliability, and observability to async JavaScript. Build apps and AI Agents that can suspend, resume, and maintain state with ease.
Become more optimistic by imagining a best possible self: Effects of a two week intervention - ScienceDirect
https://www.sciencedirect.com:5037/science/article/abs/pii/S0005791611000358
https://www.sciencedirect.com:5037/science/article/abs/pii/S0005791611000358
Gramian Angular Field (GAF): a transformation that turns time series into textures, enabling models like CNNs and Vision Transformers to read financial data like a heatmap.
GAF encodes the angular cosine similarity between every pair of time points — revealing hidden patterns, transitions, and temporal structure that lags and moving averages simply can’t.
If your signal has:
📊 trend shifts
🔁 cyclic structure
🔥 anomalies or bursts
…GAFs turn it into a form machines can see and classify
GAF encodes the angular cosine similarity between every pair of time points — revealing hidden patterns, transitions, and temporal structure that lags and moving averages simply can’t.
If your signal has:
📊 trend shifts
🔁 cyclic structure
🔥 anomalies or bursts
…GAFs turn it into a form machines can see and classify