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2026-08-18

How Axonius built secure multi-tenant AI agents on Bedrock AgentCore

Learn how Axonius, a cybersecurity SaaS provider, used Amazon Bedrock AgentCore to deploy fully isolated, multi-tenant AI agents across hundreds of customer environments, without building custom compute isolation, authentication, or observability infrastructure from scratch.

AWS Machine Learning BlogAgentsSource content · Analysis pendingHow Axonius built secure multi-tenant AI agents on Bedrock AgentCore
Hypercubic raises $5.3M to map out and rewrite legacy COBOL apps with AI agents

An artificial intelligence startup called Hypercubic Inc. is taking on the problem of modernizing legacy applications written in the COBOL programming language after raising $5.3 million in seed funding today. The round was led by CIV and saw participation from Y Combinator, Afore Capital, Pioneer Fund, Multimodal Investors and angels including Opendoor Chief Executive Kaz […] The post Hypercubic raises $5.3M to map out and rewrite legacy COBOL apps with AI agents appeared first on SiliconANGLE.

SiliconANGLE AIAgents / Models / StartupsSource content · Analysis pendingHypercubic raises $5.3M to map out and rewrite legacy COBOL apps with AI agents
Introducing LangSmith Tuned Evaluators

LangSmith Tuned Evaluators attach quality feedback to production traces, starting with Perceived Error, to help teams find and fix agent mistakes.

LangChain BlogAgents / ResearchSource content · Analysis pendingIntroducing LangSmith Tuned Evaluators
Is Open-Source AI Really the Dangerous Path?

The following article originally appeared on the Tech Policy Press site and is being republished here with the author’s permission. In Washington, AI is increasingly being treated as something that needs to be controlled. The government believes that AI is, first and foremost, a national security asset, meaning that it must be sequestered to prevent […]

O'Reilly AI & ML RadarAgentsSource content · Analysis pendingIs Open-Source AI Really the Dangerous Path?
Removing Self-Verification from AI Coding Agents in Octomind

Every long agent session ends the same way: the model announces it's done. Sometimes that's true. Sometimes "done" means three of the five files got edited, the test run it "confirmed" happened four thousand tokens ago…

Hacker News AIAgents / ResearchSource content · Analysis pendingRemoving Self-Verification from AI Coding Agents in Octomind
Muninn: Code localization model in the world fits on your phone

Introducing Muninn and Quarry Muninn is a state-of-the-art code localization model (English to function-level code chunks), and Quarry is a new benchmark measuring code localization for agentic search. Muninn clocks in…

Hacker News AIAgentsSource content · Analysis pendingMuninn: Code localization model in the world fits on your phone
Hello Inbox

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Product Hunt AIToolsSource content · Analysis pendingHello Inbox
Are We Living in a Simulation

It might seem obvious that the world around us is real. Yet as computers have become ever more powerful, it seems increasingly possible that everything we experience could be nothing more than code running on the hardwa…

Hacker News AIResearchSource content · Analysis pendingAre We Living in a Simulation
Firefox updates Smart Window: A new in-browser AI assistant that can keep up with you

Mozilla Corp. rolled out updates today to its popular Firefox browser, updating an artificial intelligence assistant called Smart Window, currently in beta, that lets users check answers, summarize open tabs and retrace search history. Smart Window is the evolution of an earlier concept introduced by the company last November, called AI Window, which explored how privacy-first AI […] The post Firefox updates Smart Window: A new in-browser AI assistant that can keep up with you appeared first on SiliconANGLE.

SiliconANGLE AIResearchSource content · Analysis pendingFirefox updates Smart Window: A new in-browser AI assistant that can keep up with you
OpenAI launches ChatGPT for Teens with stronger safeguards

Teen version is intended for children aged 13 to 17 and includes content protections on self-harm and sexual chats OpenAI is launching a version of ChatGPT designed for teenagers – the first generation to grow up with artificial intelligence – who are already using it for schoolwork, questions about daily life and even companionship. The San Francisco-based company says ChatGPT for Teens, which launches on Tuesday, is tailored for children aged 13 to 17 with stronger protections including content restrictions around things such as suicide, self-harm and romantic or sexual chats. It also provides homework and study support designed to help students learn rather than spit out answers and school essays. Continue reading...

The Guardian AIToolsSource content · Analysis pendingOpenAI launches ChatGPT for Teens with stronger safeguards
Ressearch AI

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Product Hunt AIResearchSource content · Analysis pendingRessearch AI
What Guidance Do We Give Junior Colleagues and Peers on Use of AI?

In my sphere there have started being a number of new conversations about use of GenAI in the use of scholarship and how that will impact assessment for promotion and tenure. We’re having these conversations from a “wha…

Hacker News AIResearchSource content · Analysis pendingWhat Guidance Do We Give Junior Colleagues and Peers on Use of AI?
Nvidia to Back OpenAI Data Center With $105B Investment

The financing and infrastructure role puts the AI vendor at the center of another multibillion-dollar data center project.

AI BusinessToolsSource content · Analysis pendingNvidia to Back OpenAI Data Center With $105B Investment
Evaluating AI Agents Live at the Grounded Reasoning Cup

This year, Databricks hosted the inaugural Grounded Reasoning Cup, a first-of-its-kind...

Databricks BlogAgents / ResearchSource content · Analysis pendingEvaluating AI Agents Live at the Grounded Reasoning Cup
Show HN: TurnKeeper – Fair, explainable team rotations for Slack (no AI)

The rotation spreadsheet always rots The pinned spreadsheet nobody updates Last edited eleven months ago. Two of the names don’t work here anymore. The /remind hack that pings people on vacation Nothing says “fair” like…

Hacker News AIResearchSource content · Analysis pendingShow HN: TurnKeeper – Fair, explainable team rotations for Slack (no AI)
BrandJet

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Product Hunt AIToolsSource content · Analysis pendingBrandJet
Show HN: Tracelint – a linter for AI agent traces, no LLM judge

Notifications You must be signed in to change notification settings Fork 0 Star 1 BranchesTags Open more actions menu Latest commit History 40 Commits 40 Commits Folders and files NameName Last commit message Last commi…

Hacker News AIAgents / Models / ResearchSource content · Analysis pendingShow HN: Tracelint – a linter for AI agent traces, no LLM judge
How to code without AI [video]

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Hacker News AIPolicySource content · Analysis pendingHow to code without AI [video]