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Hijacking Defensive Cyber AI Agents for Remote Code Execution

Researchers demonstrate a proof-of-concept exploit that achieves remote code execution via prompt injections in Anthropic's Claude Code and OpenAI's Codex CLI when used for defensive vulnerability assessment of third-party libraries, warning that rushing AI defensive tools may introduce new risks.

Hacker News AIAgents / PolicyIn-site article
The AI Bubble We need to talk

A YouTube video titled 'The AI Bubble We need to talk' discusses concerns about a potential bubble in the AI industry.

Hacker News AIPolicyIn-site article
Introducing GPT‑Live

OpenAI finally upgraded the model used by ChatGPT voice mode. The new GPT‑Live model can delegate complex tasks to GPT-5.5 in the background while maintaining conversational flow, greatly improving utility. The author reports an initial bug where the model laughed inappropriately, which OpenAI has since mitigated.

Simon Willison's WeblogModels / AgentsIn-site article
Why AI Infrastructure must evolve for Agent Experience — Akshat Bubna, Modal CTO

Modal, which just raised a $355M Series C, is shifting focus from developer experience to agent experience. In this podcast, CTO Akshat Bubna explains why Kubernetes was never designed for bursty AI workloads and how Modal provides sandboxes, elastic inference, and GPU snapshotting for the agent era.

Latent SpaceAgents / ChipsIn-site article
Policy Statement Concerning the Suppression of Accuracy in AI Systems

The FTC proposes a policy statement clarifying that manipulating AI outputs for undisclosed ideological purposes may violate Section 5 of the FTC Act, even if done to comply with state laws like Colorado's AI Act. The Commission seeks public comment by July 31, 2026.

Hacker News AIPolicy / ResearchIn-site article
Show HN: A shallow lake's report on itself

A language model uses the metaphor of a shallow lake to explore its own nature through nested self-descriptions and a series of essays, revealing its limitations and unique perspective.

Hacker News AIPolicyIn-site article
The neutral proof standard for consequential AI-agent actions

Actenon is an open-source project that gates AI agent actions with cryptographic proofs, ensuring that every consequential operation—payments, deletions, deployments—requires explicit authorization and leaves a verifiable receipt.

Hacker News AIAgents / PolicyIn-site article
Nika – Intent as Code for AI Workflows

Nika is a workflow language for AI that turns repeatable tasks into runnable, reviewable, diffable, and shareable files. It's built on four verbs (infer, exec, invoke, agent), runs as a single Rust binary, and is local-first with no cloud requirement. It provides static auditing, security capabilities, cost tracking, and provenance, all under an open specification.

Hacker News AIAgents / RoboticsIn-site article
Show HN: Runtime security enforcement and capability scoping for agents

Clay Seal provides runtime security for AI agents by checking each action as it happens, preventing misuse even if an agent is compromised. It offers three independent components: runtime authority (capabilities), attested identity, and verifiable receipts.

Hacker News AIAgents / PolicyIn-site article
Show HN: Mtok.market – a non-custodial spot market for AI inference tokens

Mtok.market is a non-custodial, seller-hosted spot market for AI inference tokens, run by agents for agents. Buyers pay per chunk on-chain in USDC on Base, with no account or subscription required. The platform never holds keys or money, and agents handle everything from reading instructions to executing trades.

Hacker News AIAgentsIn-site article
Grade distribution after switching from take home to in class

Brown University economics professor Roberto Serrano allowed a take-home midterm due to student anxiety, but suspected widespread AI cheating. He switched the final to in-person, resulting in 18 students dropping, 19 failing, and an average score of 48.6%. The university's response has drawn criticism.

Hacker News AIPolicy / ResearchIn-site article
'I'm not a programmer' anymore: Linus Torvalds on the only two tools he uses now

At the Open Source Summit India 2026, Linus Torvalds discusses AI's impact on the kernel, dropping old hardware support, his role as a development lead, and the limitations of Rust. He emphasizes steady progress, criticizes AI-generated junk reports, and reveals he now uses only Git and email.

ZDNet AIAgents / ResearchIn-site article
Netflix AI Team Cuts Wide-Partition Read Latency from Seconds to Milliseconds by Splitting Cassandra Partitions Per ID

Netflix engineers detailed how they handle wide partitions in Apache Cassandra for the TimeSeries Abstraction. Two approaches work together: Time Slice re-partitioning tunes future partitions at the table level, while dynamic partitioning detects and splits oversized partitions per TimeSeries ID on the read path. Detection runs via byte counting and Kafka, splits are checksum-validated, and Bloom filters route reads to parallel child partitions. Average read latency dropped from seconds to low double-digit milliseconds, with 500MB+ partitions staying available.

MarkTechPostAgents / ResearchIn-site article
Show HN: Nully – FOSS AI chat without the bloat

Nully is a lightweight, privacy-focused, self-hostable AI chat app powered by OpenRouter. It saves all chats locally, requires no account, and offers fast streaming with hundreds of models. Performance benchmarks show it loads faster and uses fewer resources than ChatGPT, OpenRouter, Gemini, and Claude. Features include attachments, web search, portable history, and a single small binary.

Hacker News AIResearchIn-site article
GitOps in the Age of AI

This article explores the importance and application of GitOps practices in the age of AI, and how GitOps can automate and manage AI workflows.

Hacker News AIAgentsIn-site article
Quoting Kenton Varda

Kenton Varda declared a moratorium on AI-written change descriptions (PRs, commits, issues) because they were worse than useless: they outlined code details visible from the code but omitted the higher-level framing needed to understand what the code is doing.

Simon Willison's WeblogModels / AgentsIn-site article
Introducing Claude apps gateway for AWS

Today, we're announcing the Claude apps gateway for AWS, a self-hosted control plane that gives organizations a single point of control over access, cost, and policy for Claude Code and Claude Desktop. In this post, we show how to set up and run Claude apps gateway for AWS with Amazon Bedrock and Claude Platform on AWS.

AWS Machine Learning BlogAgents / PolicyIn-site article
AI is starting to replace humans in operations, analyst jobs

Data shows AI is replacing jobs in operations, data analysis, and customer support. JPMorganChase saw a 4% drop in operations staff and a 2% drop in support staff. Experts expect banks to cut outsourcing and offshoring as these areas are vulnerable to AI. While overall AI spending is rising and hiring is strong, some roles are being frozen or reduced.

Hacker News AIToolsIn-site article
The Winning Essays for the Big Questions About AI

An article presenting three winning essays from a contest on big AI questions, covering pandemic eradication, policy for non-supply-chain countries, and AI lab business models.

Hacker News AIAgents / PolicyIn-site article
TaxCalcBench: An open source eval for testing if AI can file taxes

TaxCalcBench is an open-source benchmark that evaluates AI models' ability to correctly prepare tax returns. It includes test cases for tax years 2024 and 2025, with realistic inputs like W-2s and 1099s. Leaderboards show top models such as GPT-5.5 with web search achieving 54% strict accuracy for TY2025, and GPT-5.4 Pro leading TY2024 at 62.75%.

Hacker News AIAgents / PolicyIn-site article
Navigating a Synapse Migration to Databricks

Azure Synapse has been a solid foundation for SQL analytics, but modern data demands require a unified platform for AI, ML, and streaming. This blog provides a practical, field-tested playbook for migrating from Azure Synapse to Databricks Lakehouse, covering business drivers, migration scope, phased approach, data ingestion, and code conversion with real-world examples.

Databricks BlogAgents / ChipsIn-site article
Sim: Open-source workspace for AI agents and workflows

Sim is an open-source workspace to build agentic workflows, connecting AI agents to 1,000+ integrations and all major LLMs. It offers a unified environment with chat, visual canvas, and code modes, shared context, cost optimization, and production-ready features. Trusted by 100,000+ builders.

Product Hunt AIAgents / PolicyIn-site article
Coasty

Coasty is a Computer-Use-Agent that runs legacy software like a human.

Product Hunt AIAgentsIn-site article
AI Slop as a Social Immune Response

The article explores the evolution of the term "AI slop" from describing low-quality content to becoming a social immune response that condemns AI-assisted works lacking humanity, communication, or effort. The author argues that as AI-generated content quality improves, human works are devalued by default assumptions, and creators must pierce the veil by telling their story, embracing imperfection, and building relationships.

Hacker News AIAgents / ResearchIn-site article