The Circle of days

This book was a gift from Christmas and to be honest, nothing special, I will always remember the “Pillars of the Earth”. The plot is a bit similar but fails to deliver. Still, I have read many really good books from Ken Follet, so no complains.

AI Labs Power, Colossus2, AWS Reinvent 2025, ASML, Power Laws, DeepMind, HotChips, Tax strategy, Groq, Polyglot

AI Labs Powers: Interesting articule for solutions to get power for AI infra

Colossus2: The tricks to get power between states… and cost.

Amazon Leo Architecture + Internet Edge ARC320: I didn’t know AWS was going to compete with Starlink… but having JB’s BlueHorizon, I guess it makes sense.

AWS Network Infra 2025 NET402: From minute 29 is the most interesting for me. Precast fiber duct banks, TE pre-signalled bypass IP tunnels for each path (without RSVP-TE?) and constant recalculation. UltraCluster3, connector improvements (36% reduce link failures! 76% reduce time for cabling!). UltraSwitch with dynamic LB and adaptive routing (like IB and UltraEthernet)

AWS DynamoDB outage lessons learnt

Kubernetes pod networking: Good refresher

Nanog95 summary:

Veritasium: Why ASML is so critical.

Veritasium: Power Laws: I think I get it… but it is scary: forest fires, sanpiles, money, investment…

Extreme success, you can’t be a balanced person: I like this format of smaller conversations. It is difficult to find time for 1h+ videos

Google DeepMind: I like the history behind DeepMind and his founder. I didnt know they tried to beat the Go champion in China…. and disconnected.

HotChips2025:

  • Datacenter Racks part2:
    • Nice the NVIDIA presentation from a mechanical engineer.
    • Meta Catalina pod 33:39 – 4xracks for liquid cooling! for 2xIT racks. 42:39 3 networks: frontend (N-S), backend(E-W) and management/console. Leaking monitoring
    • Google TPU rack Ironwood: I need to research the 3D Torus connection. 1h15m16
  • Networking:
    • Intel IPU E220: This is a NIC although I wasn’t 100% sure until I checked in another site. You can use P4
    • AMD Pensando Pollara 400 (NIC). P4 architecture. UltraEthernet ready. 48:36 95% network utilization (intelligent LB, congestion mgmt (RTT-based), fast failover and loss recovery (select ACK)= the trinity)
    • NVIDIA ConnectX-8 SuperNIC: 1h13m multiplane – as I understand, you use more leaf switches, in the example 4 planes = 4 leaf, and you have 64x gpu scale

switch radix 512, gpu 8x100G, two-level non-blocking

standard nic 2-level non-blocking: 64×32=2k

connect8-x multiplane: 256×512=128k

Spectrum-X: network round-trip time: 5-10us, packet transmisson 2ns

demo 1h24m (with grafana!)

Tax Strategy: ex1, ex2

NVIDIA buys Groq: interesting details between SRAM vs HBM. And it seems the key is “assembly line architecture”

Polyglot: no magic tricks. I need more exposure.

Pancakes

I haven’t tried in a while so yesterday was the day. This hit the spot.

Simple ingredients and good result. Although I struggle when recipes use “cup” measures…. I did a smaller batch (two cups and one egg) and my batter was too liquid compared with the video, so I will have to try again.

Dry Ingredients

  • 3 cups of flour
  • 1/4 cup sugar
  • 1 1/2 tsp salt
  • 1 tbsp baking powder
  • 1 1/2 tbsp baking soda

Wet Ingredients

  • 2 1/4 cups milk
  • 1/4 cup vegetable oil
  • 1 tbsp vanilla extract
  • 1/4 cup apple cider vinegar
  • 3 eggs

Frying

  • Butter or coconut oil (I guess whipped salted butter, is just buying salted butter and whip it?)

Process

  • Mix all dry ingredients in one bowl
  • Mix all wet ingredients in another bowl
  • Pour the wet mix into the dry bowl and mix a bit, dont overdo it.
  • This is the difficult part. In a hot pan (at mid-heat), use the butter or oil for frying. I used a small frying pan so I just did one big pancake at each time. Wait for the edges to by brown/fried. Dont stir. Once you see (several) bubbles on top, then you can flip the pancakes (I had to add a bit of oil to avoid burning)

I made 6 pieces. Dont look amazing but tasted really good. So can’t complain