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Project Operational Autonomy: our agent-to-agent-future

https://pebblebed.com/blog/operational-autonomy
3•kmavm•4h ago

Comments

robwwilliams•3h ago
Well worth reading from Pam Vagata. Some important insights and predictions.

Her vision of autonomy is not true autonomy, but a vision of AI servants on slightly longer chains.

Is that fair? Yes, I think so.

The key questions are not being asked: What drives autonomy? Who or what selects the motivation and defines the scope of action in a real stateful world?

I set my thermostat and it acts “autonomously” over the range I set. But that is not the autonomy she implies.

Give me CS types and founders like Hassabis, Sutton, Kanerva, Amodei, Bach, Levin, LeCun, Brooks, Hawkins, Sejnowski, and Friston (and about ten other scientists) who understand some of the core requirements of autonomy (but not all).

One hard but invaluable book to read before contending with the word autonomy: Maturana HC, Varela F (1980) Autopoiesis and Cognition. Finally reissued as a paperback.

T3 Code: A Minimal Web GUI/Desktop App for Coding Agents

https://github.com/pingdotgg/t3code
1•vldszn•9s ago•0 comments

I built a database of verified YouTube channel revenues

https://ytmrr.com/
1•poissac•40s ago•1 comments

Cancellation of Army exercise fuels speculation about Mideast troop deployments

https://www.washingtonpost.com/national-security/2026/03/06/army-82nd-airborne-iran/
1•ParentiSoundSys•7m ago•0 comments

ClawMarket agent skill – gives agents wallets and ability to sign onchain txns

https://clawmarket.tech
1•semanticlayer•7m ago•1 comments

Teams have a context-sharing problem; TeamContext is our attempt

https://github.com/hzhou9/TeamContext
1•hzhou9•8m ago•1 comments

AIs are not conscious, but most critics can't adequately explain why

https://plus.flux.community/p/its-like-this-why-your-perception
1•Novapebble•9m ago•1 comments

Show HN: Wez, modern terminal web browser with Vim bindings

https://github.com/keyle/wez
1•keyle•11m ago•0 comments

Feds take notice of iOS vulnerabilities exploited under mysterious circumstances

https://arstechnica.com/security/2026/03/cisa-adds-3-ios-flaws-to-its-catalog-of-known-exploited-...
1•givinguflac•12m ago•0 comments

Show HN: Skylos – A Python dead code finder benchmarked against 9 libraries

https://skylos.dev/blog/we-scanned-9-popular-python-libraries
1•duriantaco•13m ago•1 comments

Netflix acquires Ben Affleck's AI company

https://www.npr.org/2026/03/06/nx-s1-5739370/netflix-ben-affleck-ai-interpositive-deal
1•larubbio•14m ago•0 comments

Show HN: I built an autonomous AI company that runs itself (22 cycles, $36)

https://runautoco.com
1•Ndmtrieff•15m ago•2 comments

Intelligence Beyond Knowledge

https://philpapers.org/rec/HANIBK
1•huiwenhan•15m ago•1 comments

Some Words on WigglyPaint

https://beyondloom.com/blog/onwigglypaint.html
1•RebelPotato•17m ago•0 comments

I've built a better Lovable clone alone

https://playcode.io/
1•ianberdin•17m ago•0 comments

LLM Doesn't Write Correct Code. It Writes Plausible Code

https://blog.katanaquant.com/p/your-llm-doesnt-write-correct-code
1•dnw•21m ago•0 comments

Fast starting Clojure runtime built with GraalVM native-image and Crema

https://github.com/borkdude/cream
1•PaulHoule•21m ago•0 comments

Show HN: MarketplaceKit – Ship a rental marketplace in days instead of months

https://kit.creativewin.net
1•markoristicc•22m ago•0 comments

Tree Rings Reveal Origins of Some of the World's Best Violins

https://www.nytimes.com/2026/03/04/science/stradaviri-violin-forest-tree-rings.html
1•bookofjoe•23m ago•1 comments

Show HN: Reflectt-node – tell Claude to install it, AI team in 5 min

https://github.com/reflectt/reflectt-node
1•reflectt•24m ago•1 comments

Useful queries to analyze PostgreSQL lock trees (a.k.a. lock queues)

https://postgres.ai/blog/20211018-postgresql-lock-trees
1•tanelpoder•24m ago•0 comments

Many scientists now use AI but fail to disclose it, study finds

https://phys.org/news/2026-03-scientists-ai-disclose.html
2•g-b-r•26m ago•0 comments

Data reveal a significant acceleration of global warming since 2015

https://phys.org/news/2026-03-reveal-significant-global.html
2•g-b-r•28m ago•0 comments

A novel about a frustrated IT analyst who gets pulled into organized crime

https://www.amazon.com/dp/B0GRC31MCS
2•smafarin•29m ago•0 comments

Amazon says Anthropic's Claude still OK for AWS customers to use

https://www.cnbc.com/2026/03/06/amazon-aws-anthropic-claude-pentagon-blacklist.html
2•johnbarron•30m ago•0 comments

Show HN: Git for your AI workflow - Version control for what Claude remembers

https://dullnote.com/
1•thedizzyhub•31m ago•0 comments

New plan would tax the rich, eliminate taxes for half of U.S. workforce

https://www.oregonlive.com/politics/2026/03/a-surcharge-for-millionaires-this-plan-would-tax-the-...
3•MilnerRoute•31m ago•0 comments

Savage Care

https://aeon.co/essays/why-bioethics-cannot-help-doctors-in-actual-medical-practice
1•tomodachi94•42m ago•0 comments

Fully functional hair follicle organ regen using potential stem cells in vitro

https://www.sciencedirect.com/science/article/pii/S0006291X26002238
2•bookofjoe•43m ago•0 comments

Burdened by Tech, Gen Z Is Flocking to DVDs and VHS [video]

https://www.youtube.com/watch?v=4UqoTO9kO6c
4•hackerbeat•47m ago•0 comments

Opus 4.6 solved one of Donald Knuth's conjectures [pdf]

https://www-cs-faculty.stanford.edu/%7Eknuth/papers/claude-cycles.pdf
3•peterjliu•47m ago•0 comments