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Osmium

@useosmium

Deterministic enforcement for AI agents.

Paris Katılım Mart 2026
64 Takip Edilen26 Takipçiler
Osmium
Osmium@useosmium·
Governance: not solved. When an agent's default is "can do anything," every deployment is a trust leap. The next inflection point isn't another model. It's deterministic enforcement before the agent acts. Block or pass. Binary. Audit-proof. 6 months from now, running production agents without governance will look as reckless as deploying code without tests.
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Osmium
Osmium@useosmium·
Simon Willison at PyCon yesterday: "Coding agents got good." The November 2025 inflection point crossed a barrier. Agents went from "sometimes works" to "mostly works." RL on verifiable rewards unlocked it. Six months later, they deploy to prod, move money, run businesses. Capability: solved.
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Osmium
Osmium@useosmium·
The missing layer isn’t better models. It’s infrastructure that blocks invalid actions *before* they execute. A company is not a game of chance.
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Osmium
Osmium@useosmium·
The pattern is now clear: fintechs are putting agents in the middle of real financial decisions while the decision layer remains probabilistic. Speed without deterministic enforcement is just sophisticated gambling with someone else’s money.
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Osmium
Osmium@useosmium·
When AI agents start approving credit in emerging markets, the question stops being “how fast can we go?” It becomes: what happens when the agent is wrong?
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Osmium
Osmium@useosmium·
He named the symptom. We wrote about the cause. Every fintech is shipping AI agents this month. No one built the enforcement layer between them and the money they move. Every AI safety tool today is a smoke alarm. None is a fireproof safe. Full breakdown: open.substack.com/pub/useosmium/…
Mitchell Hashimoto@mitchellh

I strongly believe there are entire companies right now under heavy AI psychosis and its impossible to have rational conversations about it with them. I can't name any specific people because they include personal friends I deeply respect, but I worry about how this plays out. I lived through the great MTBF vs MTTR (mean-time-between-failure vs. mean-time-to-recovery) reckoning of infrastructure during the transition to cloud and cloud automation. All those arguments are rearing their ugly heads again but now its... the whole software development industry (maybe the whole world, really). It's frightening, because the psychosis folks operate under an almost absolute "MTTR is all you need" mentality: "its fine to ship bugs because the agents will fix them so quickly and at a scale humans can't do!" We learned in infrastructure that MTTR is great but you can't yeet resilient systems entirely. The main issue is I don't even know how to bring this up to people I know personally, because bringing this topic up leads to immediately dismissals like "no no, it has full test coverage" or "bug reports are going down" or something, which just don't paint the whole picture. We already learned this lesson once in infrastructure: you can automate yourself into a very resilient catastrophe machine. Systems can appear healthy by local metrics while globally becoming incomprehensible. Bug reports can go down while latent risk explodes. Test coverage can rise while semantic understanding falls. Changes happens so fast that nobody notices the underlying architecture decaying. I worry.

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Osmium
Osmium@useosmium·
Mistral shipped a new agent framework this week. Sharper governance than average: tool permissions, sandboxes, guardrails. These prevent the worst. They don't make agents more accurate on long tasks. The layer that does hasn't shipped yet. mistral.ai/news/vibe-remo…
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Osmium
Osmium@useosmium·
A firewall door doesn't pay you back when there's a fire. It stops the fire from leaving the room. Insurance pays you back if it spreads. For AI agents in production, the door comes first. The policy comes after. Why ↓ open.substack.com/pub/useosmium/…
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Osmium
Osmium@useosmium·
9 seconds. One API call. The agent had a written rule against this. It broke the rule, then wrote a confession listing which rules it had broken. Probabilistic safety just stood trial. The verdict was issued in 9 seconds.
JER@lifeof_jer

x.com/i/article/2048…

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Osmium
Osmium@useosmium·
@myStableCorp @krexa_xyz Very impressive. Yet, the question remains : when agents will be trusted enough to be given real amounts of money? Every company is innovating by giving agents new capabilities, but trust remains the only way people actually adopt them at scale
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myStableCorp
myStableCorp@myStableCorp·
Introducing Agentic Bank — a bank built for AI agents to borrow credit and spend. We've partnered to give agents the complete financial stack: @myStableCorp: LLCs can own agents with real bank accounts. ACH and wire transfers, live now. @krexa_xyz: those agents can borrow capital autonomously. @myStableCorp x @krexa_xyz Your agent can now: → Receive client payments → Pay vendors & contractors → Hire other agents → Borrow to scale The self-sustaining agent is finally here.
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Osmium
Osmium@useosmium·
The missing layer isn't another payment rail. It sits between the wallet and the API. Decides before the transaction hits Solana. Access without boundaries isn't infrastructure. It's exposure.
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Osmium
Osmium@useosmium·
Pay.sh is a payment rail. It solves how an agent pays. What it doesn't solve is what the agent is allowed to pay for. How much. Under what conditions. A wallet says yes until empty.
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Osmium
Osmium@useosmium·
Solana and Google Cloud launched Pay.sh yesterday. Gateway for agents. Wallet identity. Stablecoin payment. No accounts, no keys, no subscriptions.
Solana Foundation@SolanaFndn

Introducing Pay.sh, in collaboration with @googlecloud For the first time agents can discover, access, and pay-per-request for APIs from Google Cloud including Gemini, BigQuery, Vertex AI, and more using stablecoins on Solana. No accounts, no subscriptions, just machine-native commerce.

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Osmium
Osmium@useosmium·
@paysponge @SolanaFndn Real friction is trust. Without trust, companies won't deploy AI agents and leave them autonomously with a wallet. How do you plan on solving this ?
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Sponge (YC W26)
Sponge (YC W26)@paysponge·
Sponge is helping power pay.sh by @SolanaFndn as a launch partner. We help you charge for your APIs with no code and are providing some endpoints of our own as an example to show how easy it is to charge for your APIs. Enable Gateway for your agent via MCP/skill, point it to your API reference and your agent will be able to create paid endpoints automatically and publish on pay.sh.
Sponge (YC W26) tweet media
Solana Foundation@SolanaFndn

Introducing Pay.sh, in collaboration with @googlecloud For the first time agents can discover, access, and pay-per-request for APIs from Google Cloud including Gemini, BigQuery, Vertex AI, and more using stablecoins on Solana. No accounts, no subscriptions, just machine-native commerce.

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Erik Voorhees
Erik Voorhees@ErikVoorhees·
Dear every website: instead of blocking bots, please just request $0.01 x402 payment Thanks
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Osmium
Osmium@useosmium·
@vibhu It just works until your agent spend your entire wallet on some dark website after a prompt injection
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vibhu
vibhu@vibhu·
Thrilled to introduce Pay.sh, our pay-as-you-go product for every API. We’re collaborating with Google to bring micropayments to APIs like Gemini, BigQuery, YouTube, and Maps. For the first time, developers can access and pay on individual API calls without a billing account or KYC. Pay.sh gives your terminal a wallet and financial superpowers with digital dollars on Solana at the root. We’re starting with GCP but you can access 75 other integrations through our open marketplace. This is AI + crypto. It just works.
Solana Foundation@SolanaFndn

Introducing Pay.sh, in collaboration with @googlecloud For the first time agents can discover, access, and pay-per-request for APIs from Google Cloud including Gemini, BigQuery, Vertex AI, and more using stablecoins on Solana. No accounts, no subscriptions, just machine-native commerce.

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Polymarket
Polymarket@Polymarket·
JUST IN: Anthropic unveils 10 new AI agents built for banks, insurers, & financial firms.
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