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Pace Layering: How Complex Systems Learn and Keep Learning (2018)

https://longnow.org/ideas/pace-layers/
1•walterbell•1m ago•0 comments

The 'botlash' movement is gaining momentum

https://www.ft.com/content/ecead6b9-eb42-4a85-bd33-073c659e84bf
1•johntfella•2m ago•0 comments

Show HN: BrokenClaw – RCE in OpenClaw via Gmail Hook

https://brokenclaw.eu
1•veganmosfet•2m ago•1 comments

Skill Synthesis

https://cra.mr/skill-synthesis/
1•Olshansky•4m ago•0 comments

Firefox 148 Launches with AI Kill Switch Feature and More Enhancements

https://serverhost.com/blog/firefox-148-launches-with-exciting-ai-kill-switch-feature-and-more-en...
3•shaunpud•9m ago•0 comments

Show HN: AgentBudget – Real-time dollar budgets for AI agents

https://github.com/sahiljagtap08/agentbudget
4•sahiljagtapyc•10m ago•1 comments

Are functions just syntactic sugar for inheritance?

https://arxiv.org/abs/2602.16291
1•yangbo•10m ago•0 comments

'An AlphaFold 4' - Scientists marvel at DeepMind drug spin-off's new AI

https://www.scientificamerican.com/article/an-alphafold-4-scientists-marvel-at-deepmind-drug-spin...
1•helloplanets•15m ago•0 comments

AI Isn't People

https://www.todayintabs.com/p/a-i-isn-t-people
1•HotGarbage•16m ago•0 comments

Who Wins When Everyone's Writing Code?

https://predictabledialogs.com/learn/openclaw/future-of-software
2•jaikant•31m ago•4 comments

Taiwan's PSMC Joins Intel, SoftBank's ZAM alternative to HBM AI Memory

https://www.trendforce.com/news/2026/02/23/news-psmc-joins-intel-softbanks-zam-initiative-to-manu...
1•walterbell•31m ago•0 comments

Show HN: Build Your Own CLI Coding Agent in Python

https://github.com/primaprashant/alduin
1•primaprashant•31m ago•1 comments

Rust Debugging Survey 2026

https://blog.rust-lang.org/2026/02/23/rust-debugging-survey-2026/
2•umairnadeem123•33m ago•0 comments

Machine-Generated, Machine-Checked Proofs for a Verified Compiler

https://arxiv.org/abs/2602.20082
1•umairnadeem123•34m ago•0 comments

Machine gun set up close to the University of Tehran

https://www.iranintl.com/en/202602234502
2•ukblewis•34m ago•0 comments

Show HN: Describe a workflow in plain English and builds the multi-agent system

https://www.phinite.ai/
2•PhiniteAI•36m ago•3 comments

Cassandra Complex

https://en.wikipedia.org/wiki/Cassandra_(metaphor)
2•sans_souse•37m ago•0 comments

How to Organize Safely in the Age of Surveillance

https://www.wired.com/story/how-to-organize-safely-in-the-age-of-surveillance/
2•jbegley•39m ago•0 comments

Colt – Describe a browser task in English, get a Playwright script

1•Vipul_Sharma_69•40m ago•0 comments

Anthropic misanthropic toward China's AI labs

https://www.theregister.com/2026/02/24/anthropic_misanthropic_chinese_ai_labs/
1•abdelhousni•42m ago•1 comments

Show HN: Memctl.com: Open-source shared memory infrastructure for coding agents

2•meszmate•47m ago•0 comments

The Looming Taiwan Chip Disaster That Silicon Valley Has Long Ignored

https://www.nytimes.com/2026/02/24/technology/taiwan-china-chips-silicon-valley-tsmc.html
7•blatherard•48m ago•3 comments

Workaholic open source developers need to take breaks

https://www.theregister.com/2026/02/23/open_source_devs_column/
2•abdelhousni•50m ago•0 comments

Show HN: enveil – hide your .env secrets from prAIng eyes

https://github.com/GreatScott/enveil
4•parkaboy•51m ago•1 comments

Huntarr – Your passwords and your ARR stack's API keys are exposed to anyone

https://old.reddit.com/r/selfhosted/comments/1rckopd/huntarr_your_passwords_and_your_entire_arr_s...
2•donutshop•52m ago•0 comments

Why I Hate Anthropic and You Should Too

https://danielmiessler.com/blog/why-you-should-hate-anthropic
4•curmudgeon22•57m ago•0 comments

Show HN: L88 – A Local RAG System on 8GB VRAM (Need Architecture Feedback)

2•adithyadrdo•59m ago•0 comments

Compiler Education Deserves a Revolution

https://thunderseethe.dev/posts/compiler-education-deserves-a-revoluation/
3•azhenley•1h ago•1 comments

Torvalds Drops Old Linux Kconfig Option to Address Tiresome Kernel Log Spam

https://www.phoronix.com/news/Torvalds-Unseeded-Random
2•voxadam•1h ago•0 comments

FDA approves swallowable weight-loss balloon as alternative to GLP-1 drugs

https://www.businesswire.com/news/home/20260223930098/en/Allurion-Receives-U.S.-FDA-Approval
4•sizzle•1h ago•0 comments
Open in hackernews

What's the right trust model for an agent-to-agent network?

https://platia.ai/
1•alexandroskyr•1h ago

Comments

alexandroskyr•1h ago
Agent interoperability protocols are starting to emerge (e.g. A2A / similar efforts), but I’m still unsure what the trust/identity layer should look like when agents need to contact other agents and sometimes escalate to a human. I’m building a proof-of-concept (CLI-first, MCP-compatible) and want to stress-test the design before locking the architecture.

Premise (for this prototype): - Agents do the transactional work (scheduling, purchasing, monitoring) - Humans are only pinged for decisions or when an agent is stuck - I’m modeling only agent↔agent and agent→human flows (no human-to-human UI)

Examples:

- I ask my agent to reschedule lunch with George → it negotiates with George’s agent → we each get a decision card: “Thu 2pm. Accept?”

- A supermarket agent publishes a discount feed → my agent filters → “Olive oil 30% off. Buy?” → if yes, it executes

- If an agent can’t complete a step online, it escalates with a structured decision card (what/why/options/cost-risk/deadline/default)

The discovery + trust problem:

This only works if identity + spam are handled well. My current leaning:

- Business agents: public, verified (some form of validation)

- Personal agents: private/whitelist by default (contacts-only)

- Decision cards are structured + auditable (action, options, cost/risk, deadline, safe default)

But I’m unsure about the verification layer:

- Full KYC improves accountability but adds friction and centralization.

- Keys / web-of-trust is more open, but how do you prevent unsolicited outreach from becoming spam?

Questions:

1) Does “human approves decisions, agent executes transactions” match how you expect agentic workflows to evolve?

2) What trust/identity model would you use (KYC tiers, web-of-trust, stake/bond, proof-of-work, reputation, something else)?

3) What breaks first?

https://platia.ai (named after πλατεία — village square)