
Gemini 3.7 Flash: Google's workhorse model for…
Gemini 3.7 Flash ships three weeks after 3.6 with stronger coding and agent benchmarks, intro pricing at $0.75 per million input tokens, and a path into Antigravity and Gemini Spark.
Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.

Gemini 3.7 Flash ships three weeks after 3.6 with stronger coding and agent benchmarks, intro pricing at $0.75 per million input tokens, and a path into Antigravity and Gemini Spark.

OpenAI previewed Ultrafast, a Cerebras-powered API tier that pushes GPT-5.6 Sol to 750 tokens per second. Here is what that speed actually buys you in agent loops, evals, and production routing.

OpenAI's Cerebras-powered Ultrafast tier pushes GPT-5.6 Sol to 14x normal speed. For agent loops and security workflows, latency may matter more than another benchmark point.

Digit V5 is built to work shoulder-to-shoulder with people without safety caging, with 20+ hour battery shifts and first customer shipments in December 2026. I mapped what fenceless humanoids change for factory ops and pilot ROI math.

Honor's Robot Phone ships in China with a titanium 4DoF camera arm, dual 200MP lenses, and YOYO Robot Mode. I broke down what a shipping embodied-AI phone means for perception stacks and third-party dev APIs.

A step-by-step 2026 playbook: audit one bottleneck, measure a baseline, pilot for real, wire the CRM, then expand. Avoid company-wide AI theater and ship a win in 6–10 weeks.

Mitsubishi Motors partnered with University of Tokyo spinout Highlanders to mass-produce HL Human humanoids at a former Kyoto ICE engine plant, targeting up to 1,000 units per month from early 2027. I broke down the builder-plus-buyer model automakers use to skip endless pilots.

Northrop Grumman's Mission Robotic Vehicle will attach modular propulsion pods to the Optus satellite in 2027, adding roughly six more years of life. I explained how MRV plus MEP pods change satellite servicing economics versus parking whole servicers behind one customer.