#learning
AI agent orchestration patterns | Microsoft Learn.
https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/ai-agent-design-patterns
Highly recommended:
Leveling Up Your AI Agents: A Story-Driven Guide to MCP Tools, Resources, Prompts, and Logging | by Dan Wahlin.
𝐅𝐫𝐨𝐦 𝐖𝐚𝐲𝐰𝐨𝐫𝐝𝐬 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: 𝐔𝐧𝐞𝐚𝐫𝐭𝐡𝐢𝐧𝐠 𝐒𝐢𝐠𝐧𝐢𝐟𝐢𝐜𝐚𝐧𝐜𝐞 𝐢𝐧 𝐖𝐡𝐚𝐭 𝐘𝐨𝐮 𝐒𝐞𝐞 -
Finding meaning isn’t about a right answer, but about how willing we are to suppose many.
https://waywordsstudio.com/learning/unearthing-significance-in-what-you-see/
Which strategy do you use when learning something new?
3 strategies AI agents use to learn what works:
Greedy: Stick with what has worked best so far. ε-Greedy: Mostly stick with the best. But try something new every now and then. Optimistic Start: Assume everything is great until proven otherwise.
They all come from something called the “Multi-Armed Bandit” problem.
But they show up in real life too:
→ Trying a new café.
→ Deciding what to study
→ Choosing which project to pursue at work.
Which one do you use most often?
And should you change it?
Curious to dive deeper? I covered both topics in my latest two articles: https://towardsdatascience.com/author/schuerch_sarah/
“A new report by the #OECD and the #UN #Food and #Agriculture Organization ( #FAO) estimated that the #growth of #farming & #livestock production worldwide will increase the sector’s #greenhouse gas #emissions by 6% by 2034.”
“…any attempt at meaningful #mitigation of the crisis would have to waylay the dominant classes with force & confrontational resolve unlike anything in the common memory or #imagination.” #PostCapitalism #Degrowth
Overshoot or #Revolution - Andrew Ahern
Finally got my new home router/firewall: TLSense N100L4: 4x 2.5Gbit LAN, N100 CPU, 256GB NVMe SSD, 16GB RAM ( from https://www.teklager.se h/t to @meriksson )
This bad boy has already caused me to rethink my life choices and whether or not I'm sane. They who said firewall rules, NATs and such is fun and games should... be sent to the principals office.
But... having now spent a significant amount of time configuring I'm starting to get things into a state that I'm happy with. Multi-WLAN, WireGuard based interfaces, selective routing and all those other fun things.
And I still have absolutely no clue about what reflective NAT is, or whatever all those 513 other settings do... but perhaps it's like DSLR cameras... you mostly use auto and convince yourself that you'll learn that other stuff eventually...
The latest article out in #NewGreenHorizon is Towards a #GreenParty for #Ecosocialism by Rick Greenblatt.
Read the article at https://newgreenhorizons.us/towards-a-green-party-for-ecosocialism/
How can we begin to cohere this #progressive majority into a winning #political force under the #Trump administration?
Read Howie's latest article at https://howiehawkins.us/project/independent-political-action-under-trump-build-up-from-local-bases/
The latest piece in the #NewGreenHorizon webzine is #GreenPolitics & the Idea of #Liberation through “Building the New within the Shell of the Old” by Steve Welzer.
Read the article at https://newgreenhorizons.us/green-politics-and-the-idea-of-liberation-through-building-the-new-within-the-shell-of-the-old/
Check out the audiobook version of Howie's ebook, The Case for an Independent Left Party, courtesy of @socialismforall!
If you like writing and especially screenwriting, maybe this audio seminar is just for you. I highly recommend it.
The latest piece out in #NewGreenHorizon is Confronting #Elitism, #Exclusion, & #Reactionary #Suppression Within the #Left by Samantha Hull.
Read the article at https://newgreenhorizons.us/confronting-elitism-exclusion-and-reactionary-suppression-within-the-left/
Check out the Reversing #Inequality training toolkit that our guest on last week's #GreenSocialist podcast shared at https://runawayinequality.org/reversing-runaway-inequality-workshop-materials/
Did you see yesterday's #GreenSocialist podcast, with special guest Andy Ellis, #Green candidate for #Governor of #Maryland.
Did you see July 12th #GreenSocialist podcast?
Watch it at https://www.youtube.com/watch?v=n3Jm7jrdYcU
Did you see July 4rth #GreenSocialist podcast with special guest David Shoebridge, #Australian Green Senator, discussing his opposition to the #AUKUS #nuclear #submarine deal between the #US, #UK, & #Australia and the #militarization of the #AsiaPacific region?
Watch it at https://www.youtube.com/watch?v=HH3ICtsPAdg
Did you see June 28th #GreenSocialist podcast?
