NEAR AI

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NEAR AI

NEAR AI

@near_ai

Confidential, verifiable AI infrastructure for a user-owned AI economy.

San Francisco, CA Katılım Ekim 2017
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NEAR AI
NEAR AI@near_ai·
Today at NEARCON 2026, NEAR AI introduced two major products—IronClaw and the Confidential GPU Marketplace—alongside new multimodal and privacy capabilities. This is the stack—confidential by design, verifiable at runtime—for building the AI economy without compromise 🧵
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NEAR Protocol
NEAR Protocol@NEARProtocol·
Before agents control capital, answers are needed on security, autonomy and risk. What must be true before autonomous agents can be trusted with real money? ICYMI: @hosseeb and @arjunsethi dove deep into this at NEARCON ↓
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NEAR Protocol
NEAR Protocol@NEARProtocol·
Exposed credentials are the default outcome when agent runtimes operate on trust instead of cryptographic enforcement. The LiteLLM attack wasn’t caused by a vulnerability in the LLM or codebase. It required one wrong assumption that a package—a tool used by a tool several levels deep in a dependency tree—could be trusted. When agents hold credentials and act autonomously, that assumption has serious consequences. NEAR AI’s IronClaw was built for this threat model: credentials isolated in an encrypted vault, tools sandboxed in WebAssembly containers, secrets that never reach the model. Hardware-secured, cryptographically enforced. → ironclaw.com
Andrej Karpathy@karpathy

Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords. LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm. Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks. Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages. Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.

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NEAR Protocol
NEAR Protocol@NEARProtocol·
The age of agentic commerce is upon us. This isn’t a UI upgrade. It’s a market revolution and NEAR is on the front lines.
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NEAR AI
NEAR AI@near_ai·
Our friends at @silverstreamAI recently launched an open protocol for agent benchmarks that makes evals portable, observable, and comparable across systems. Better evals + Ironclaw security guarantees = agents you can actually trust!
Manuel Del Verme@ManuelDelVerme

the AI diffusion bottleneck is reliability. not capability. most teams don't have the resources to measure agents. the right way to transition to agents safely is open evals infrastructure. that's what @silverstreamAI @ServiceNowRSRCH @nvidia @IBM @thealliance_ai are doing

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NEAR AI
NEAR AI@near_ai·
Venice Verifiable Privacy - Powered by NEAR AI Join @ilblackdragon and @ErikVoorhees tomorrow at 10AM PT here on X for an in depth look at the latest @AskVenice + NEAR AI release and more
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NEAR AI@near_ai

Most AI systems are built on one assumption: you trust the provider. @AskVenice and NEAR AI are removing that assumption. Venice users can now run prompts inside a secure enclave, sealed from the cloud provider, the OS, and the infrastructure layer. Privacy you can verify. near.ai/blog/venice-is…

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NEAR AI
NEAR AI@near_ai·
Most AI systems are built on one assumption: you trust the provider. @AskVenice and NEAR AI are removing that assumption. Venice users can now run prompts inside a secure enclave, sealed from the cloud provider, the OS, and the infrastructure layer. Privacy you can verify. near.ai/blog/venice-is…
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NEAR Protocol
NEAR Protocol@NEARProtocol·
NEAR Co-Founder @ilblackdragon takes the stage at @NVIDIAGTC today @ 9AM PT It's the year of the Claws and AI agents are emerging as significant economic actors. Join as Illia introduces a new set of agentic market primitives by showcasing the NEAR AI Agent Market and IronClaw.
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NEAR Protocol
NEAR Protocol@NEARProtocol·
Why Private AI Matters Illia Polosukhin (@ilblackdragon) and Erik Voorhees (@ErikVoorhees) join @StevenLevy for a conversation on why privacy is essential to the next generation of intelligent systems. The ability to execute without exposing data is a requirement not a feature.
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Brian Armstrong
Brian Armstrong@brian_armstrong·
Very soon there are going to be more AI agents than humans making transactions. They can’t open a bank account, but they can own a crypto wallet. Think about it.
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Illia (root.near) (🇺🇦, ⋈)
Team @near_ai and contributors are working hard on IronClaw. Since my last tweet we shipped 8 minor version v0.7 → v0.15: LLM & Providers - Smart routing for cost-optimized model selection - Custom HTTP headers for OpenAI-compatible providers (OpenRouter, etc.) - Auto-compact and retry on ContextLengthExceeded - TEE attestation shield in web gateway Channels - Native Signal channel via signal-cli - WASM channel hot-activation with host-based credential injection - Group chat privacy and per-channel safety hardening - Routine notifications delivered to all installed channels Web Gateway - Slash command autocomplete (/status, /list) - Inline tool activity cards with auto-collapsing - Token usage and cost tracker - OAuth callbacks routed through gateway for hosted instances - Error details for failed tool calls - Mobile browser bar input fix Tools & Extensions - Extension registry with metadata catalog and embedded WASM bundle install - OAuth setup UI for WASM tools - web_fetch and Brave Web Search built-in tools - tool setup CLI command - Parallel tool call execution via JoinSet - WASM string-to-number parameter coercion Workspace & Memory - Memory hygiene wired into heartbeat loop - Document path threaded through search results (was showing UUIDs) - TOOLS.md, BOOTSTRAP.md, and disk-to-DB import - IRONCLAW_BASE_DIR env var Infrastructure - Startup time from ~15s to ~2s - TLS support for PostgreSQL connections - Auto-detect libsql when ironclaw.db exists - DB-backed Jobs tab with local job dispatch - FullJob routine mode with scheduler dispatch - Shell completions (zsh/bash/fish) - OpenRouter preset in setup wizard Security - Inbound message secret scanning - Query-token auth restricted to SSE endpoints only - Replaced .unwrap() panics in pairing store - Discord Ed25519 signature verification Quality - Automated QA with schema validator and CI matrix - Code coverage with cargo-llvm-cov + Codecov - Regression test enforcement in CI - Trace testing with mock LLM responses
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NEAR AI
NEAR AI@near_ai·
IronClaw Reddit AMA featuring NEAR Co-Founder Illia Polosukhin IronClaw offers simple setup and built-in security for OpenClaw's personal AI assistant. Join @ilblackdragon today from 9:30AM-12:00PM PST in the r/machinelearning subreddit to learn more.
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NEAR Protocol
NEAR Protocol@NEARProtocol·
Reddit AMA is now live with NEAR Co-Founder and one of the authors of Attention Is All You Need @ilblackdragon 👇 r/MachineLearning: reddit.com/r/MachineLearn…
NEAR AI@near_ai

IronClaw Reddit AMA featuring NEAR Co-Founder Illia Polosukhin IronClaw offers simple setup and built-in security for OpenClaw's personal AI assistant. Join @ilblackdragon today from 9:30AM-12:00PM PST in the r/machinelearning subreddit to learn more.

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