daily notes

previous notes →

Signals

deepseek v4.1 flash has arrived on together ai it beats gpt-5.6 sol on agentic benchmarks at one third the cost per task the model supports a 1m context window and native multimodal input, with 552b total parameters https://t.co/XXXv0QRNTm

Together AI says DeepSeek V4.1 Flash beats GPT-5.6 Sol on agentic benchmarks at one third of the cost per task and supports a one-million-token context window. The post is a provider claim and does not supply the benchmark protocol.

Sentiment

Capability evidence with deployment constraints +0.18

50 source items · 55% editorial confidence

Sentiment

Rates, credit, and infrastructure risk -0.08

190 source items · 55% editorial confidence