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Hacker News - Newest: "AI"

AI is learning to fly airplanes – and aviation is starting to embrace it GitHub - oldrich-research/gravitational-constant-relation: A high-precision phenomenological relation for Newton's gravitational constant: G = (4/3)(hbar c / m_e^2) alpha^21 exp(-5 alpha/2). Companion to Zenodo DOI 10.5281/zenodo.20120946. Research performed by AI agents under named author's direction. AI agents just got their own web browser via a Firefox fork AI poses "urgent threat" to student learning and the HSC The AI Bifurcation of Tech The largest study of AI use by undergrads is in, revealing disparities in access — and in cheating NZ at wild frontier of AI superhacking The Race Is On Google CEO Sundar Pichai says booing graduates will shape AI's future Show HN: TalkTimer, a micro-SaaS run by an AI agent team Trickster's Table Venture Capitalist John Doerr Says AI Is the Biggest Tech 'Tsunami' AI Can’t Care – Dan Moore! GitHub - peterxcli/ccost: Turn local AI coding session logs into a searchable terminal UI with a cost lens. Ask HN: What is your daily AI stack? GitHub - PanzerPeter/Neuro: A programing language for AI Resyl: AI Memory for People - Apps on Google Play AI Chip Component Costs: Memory at 63% | Epoch AI Ask HN: Why do people seem to generally hate AI? Resonance, randomness, and negotiated meaning for AI-assisted tarot divination GitHub - Kind-Computers/quinlight-audio: Audophile-quality MOD music with AI remastering at 32-bit 96 kHz! The Case Against the AI Job Apocalypse AI and the Rise of Just-In-Time Knowledge Work Careers After AI There Is No AI (It's Just People), with Jaron Lanier [video] wolfram-fb0 — AI writes x86_64 asm + eBPF for fractals, in a real VM in your browser Bursting the AI Bubble: Fed Could Take Away the "Who Could Have Known?" 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Find out where you stand. | PeraByte Labs ORBIT AI Chess Coach — Know Why Every Move Matters AgenticVBench GitHub - ninjahawk/singleton-attractor: Why one dominant intelligence is the inevitable long-run outcome in any competitive recursive-improvement environment. Ask HN: How can you have fun doing corporate dev work in the age of AI tools? AI Mistakes Are Infuriating Gamers as Developers Seek Savings Polish Nobel literature laureate Tokarczuk sparks controversy after admitting using AI The AI Slot Machine is Draining My Creativity Knowledge: You can just build your own AI feed to keep up, without the noise To Understand AI, Think Like A Dragonfly Polsia Raises $30M as Its AI Autonomously Runs 7,600 Businesses
AgentGate — Trust Authorization for Autonomous AI Agents
ElamOlame · 2026-05-25 · via Hacker News - Newest: "AI"

Open Source Security for AI Agents

AgentGate intercepts every agent action before execution — verifying identity, validating delegation chains, and detecting behavioral drift in real time.

Request Early AccessView on GitHub

or

$npm install agentgate-pdp

Open SourcePython SDKTypeScript SDKLangGraph ReadyKill Chain DetectionMITRE ATLAS Mapped

Your agents have credentials. Do you know what they're doing with them?

Enterprises are deploying autonomous AI agents at scale — but the security infrastructure hasn't kept up. Every agent is a potential attack surface.

OAuth can't detect scope creep

Traditional identity systems grant access once and assume good behavior. They cannot detect when an agent exceeds its delegated scope mid-task.

Delegation chains are invisible

When Agent A delegates to Agent B delegates to Agent C — who authorized the final action? No existing tool answers this.

Behavioral drift goes undetected

An agent's behavior shifts silently over time. By the time you notice, the damage is done.

AgentGate intercepts before execution

Every agent action is scored across four dimensions before it's allowed to run. No agent bypasses the gate.

Identity Verification

25%

Ed25519 JWT tokens with scope embedded in the signed credential — immutable after issuance, offline-verifiable with the public key. No database lookup required.

Delegation Chain Integrity

25%

Full chain traversal at every authorization call: every ancestor's scope is verified. Atomic revoke_chain neutralizes an agent and all descendants in one call.

Purpose Alignment

30%

Embedding-based semantic scoring: action + resource (85% weight) vs. declared purpose. Justification is capped at 15% — cannot be used to bypass a misaligned action.

Behavioral Anomaly Detection

20%

Per-agent velocity baselines with trust decay over time. Dormancy followed by sudden high-volume activity is itself a risk signal — no static thresholds.

Kill Chain Detection

Beyond single-request

Each individual request may look clean. AgentGate examines the full 5-minute sequence. Bulk reads followed by an export. A read followed by a delete on the same resource. Progressive sensitivity escalation. Directory sweeps across 6+ prefixes. Patterns that only become visible across multiple calls — and that no rule-based system can catch.

DENY

BULK_READ_THEN_EXFIL

10 reads → export

DENY

READ_THEN_DELETE

Read → delete same file

ESCALATE

SENSITIVITY_RAMP

Low → CRITICAL escalation

ESCALATE

DIRECTORY_SWEEP

6+ prefix recon

1

Drop in your API key — one line of code

2

See every agent action in real time — attacks blocked live

Demo scenario — AgentGate intercepting a simulated multi-agent attack sequence in real time

Full Demo — 5 min

See AgentGate in action

Watch a live run — real agents, real attacks, real-time blocking.

The market context

The regulatory and threat landscape is converging. Enterprises need answers now.

OWASP LLM06

Excessive Agency — agents granted permissions beyond their declared scope, acting outside their intended purpose. Listed as a critical risk in OWASP Top 10 for LLM Applications.

OWASP Top 10 for LLM Applications, 2025

MITRE ATLAS

Adversarial ML tactics against AI systems now formally catalogued — reconnaissance, privilege escalation, and data exfiltration all apply to autonomous agents.

MITRE ATLAS, 2024

August 2026

EU AI Act high-risk obligations take effect — enterprises have months, not years, to implement governance controls for high-risk AI systems.

EU AI Act (Regulation 2024/1689)

Regulatory pressure and adversarial sophistication are converging. Teams without agent governance controls today face compliance exposure by Q4 2026.

Works with your existing stack

Drop-in integration. No framework changes. No rewrites.

Python 3.10+TypeScript / Node.jsLangChainLangGraphAutoGenMCP

Request Early Access

We're onboarding select enterprise pilot teams with limited availability.

Priority given to teams running LangGraph, LangChain, or custom agent frameworks in production with real compliance requirements.

Dedicated onboarding

1:1 setup with the founding team

Pilot pricing

Flexible pricing for early adopters

Direct influence

Shape the roadmap with your use case

Request Early Access

We'll review your request and get back to you within 48 hours.