Meta Global AI Developer Hackathon – Cerebral Valley

kept by eddie oct 20

Meta and Cerebral Valley run a 10-day global AI hackathon with $1M in prizes, offering access to Muse and SAM models.

Open and closed models are on different exponentials
Closed AI frontier labs (Anthropic, OpenAI) will form an oligopoly selling premium intelligence to high-value users like coding agents, while open models will dominate broader commodity AI use across the economy.
also on Fireworks, #ai, #developer-tools
GPT-6 Astra: an automated AI Engineer you can hire for <$6 an hour
GPT-6 Astra demonstrates AI Engineer capabilities, automating model selection, data labeling, pipeline management, and subagent coordination at under $6 per hour.
also on SAM, #developer-tools
Why Open-Source Models Haven't Killed the Big Dogs
Open-source models remain costlier to serve reliably due to infrastructure, utilization, and operational overhead, making hosted APIs from OpenAI and Anthropic more economical despite free model weights.
also on BaseTen, #ai-integration, #developer-tools
Inference Economics 101: Reserved Compute versus Inference APIs
AI inference infrastructure is bifurcating into reserved compute platforms, which monetize predictability, and inference APIs, which monetize utilization through aggregation.
also on BaseTen, #ai, #developer-tools
How Jev works: calibrated decision models
Jev is a low-latency decision model that scores options via LLM forward passes to output calibrated probabilities without text generation.
also on Modal, #ai-integration, #ai, #developer-tools