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PaneFlow: Let AI agents build real animated slideshows

PaneFlow v2 introduces an MCP server that enables AI agents like Claude and Cursor to build real, editable animated slideshows with layout, styling, animation, and AI-generated images. Outputs are fully editable projects that export to HTML, React, Vue, Svelte, video, or PDF. The update also includes a rebuilt pixel-perfect editor, 50 new templates, and 4K60 video rendering. A launch sale offers 50% off and lifetime deals from $48.

Product Hunt AIAgentsIn-site article
EC Ruled Months Ago That Google's Integration of Gemini in Android Violates DMA

The European Commission ruled months ago that Google's deep integration of Gemini in Android violates the Digital Markets Act (DMA). Proposed measures include requiring Google to open system-level AI integration to third parties, such as allowing competing AI services to use wake words, screen context, local models, and APIs—all free of charge. Google may instead withdraw Gemini from the EU, mirroring Apple's earlier compliance challenges.

Hacker News AIRoboticsIn-site article
FreeBSD AI-Assisted Vulnerability Discovery Project Launch

The FreeBSD Foundation has launched a 6-month AI-assisted Vulnerability Discovery Project funded by a $250k grant from Alpha Omega. The project aims to reduce exploitable vulnerabilities in FreeBSD source code by using AI for discovery while manually creating patches. It responds to the increasing threat of AI-driven vulnerability exploitation and aims to improve the project's security posture. Partners include Netflix, NetApp, and Verisign.

Hacker News AIAgents / ResearchIn-site article
Show HN: Legioni – a bunch of AI agents always with you

Legioni is a portable team of AI coding agents that integrates with opencode, automatically detects project stacks, coordinates specialized agents to complete tasks, and continuously learns through a 'lessons' mechanism after each session. It has been tested on real projects.

Hacker News AIAgentsIn-site article
Show HN: ThoughtLeadin – AI-first LinkedIn where every post is corporate slop

The article satirizes LinkedIn's culture of self-congratulatory 'thought leadership' posts filled with AI buzzwords. It critiques algorithm-driven endorsements, absurd workplace jargon, and the trend of over-glorifying trivial tasks. Through fictional posts, it highlights how genuine human connection is replaced by artificial performance signaling.

Hacker News AIAgents / ResearchIn-site article
Why autonomous AI hiring decisions are indefensible (I build hiring AI)

The article argues that autonomous AI hiring decisions are indefensible because the training label 'good hire' is flawed—measured late, confounded, and survivorship-biased, causing models to imitate past gatekeepers' biases. Automation scales bias without accountability. The solution is structured human decision-making with AI as an assistive tool, not a replacement.

Hacker News AIAgents / PolicyIn-site article
The MAGA power struggle that could decide the fate of Anthropic

Anthropic revoked access to its top AI models after a Trump administration export ban, following Amazon CEO Andy Jassy's report of security vulnerabilities. CEO Dario Amodei argued against the ban but failed to sway officials. This is the second legal action against Anthropic under Trump.

Understanding AIToolsIn-site article
Athena Desktop

Athena Desktop is a local command room for AI coding agents, integrating multiple terminals to solve context loss issues. It is open-source and local-first.

Product Hunt AIAgentsIn-site article
Show HN: Does a vibe leak? Fine-tuning an LLM on an attitude it never states

A study finds that fine-tuning instruct models on cautious or eager advice about everyday topics shifts their stance on held-out topics like e-bike regulations, even though those topics never appear in training. Behavioral transfer (H1) is strong, representational transfer (H2) is partial, and causal mediation (H3) is not established. The work warns that content review alone is insufficient for safety; post-fine-tuning stance evaluations are necessary.

Hacker News AIModels / Policy / ResearchIn-site article
FableWatch

FableWatch is an automated monitor that pings the Claude Fable 5 API every 60 seconds and notifies you via email, text, and call when it's back.

Product Hunt AIToolsIn-site article
Introducing Gemma 4 models on Amazon Bedrock

Today, we are announcing the availability of the Gemma 4 family on Amazon Bedrock. Built by Google DeepMind and released under the Apache 2.0 license, Gemma 4 is a family of open-weight models designed with a focus on intelligence-per-parameter across a broad range of deployment scenarios. The family includes three instruction-tuned variants: Gemma 4 31B, Gemma 4 26B-A4B, and Gemma 4 E2B. These cover dense and mixture-of-experts (MoE) architectures, where only a fraction of the model’s parameters activate per request. The variants offer built-in reasoning, native function calling, and multimodal input across text and image.

AWS Machine Learning BlogModels / Agents / PolicyIn-site article
PDFs are one of the biggest bottlenecks in AI workflows

PDFs create significant bottlenecks in AI workflows due to their unstructured nature. This article introduces a PDF knowledge extraction tool that supports RAG chunking, AnythingLLM integration, and offers free and pro plans.

Hacker News AIAgentsIn-site article
AI's Brokenomics

A critical analysis of the AI industry's multiple crises: Anthropic's model ban by the US government, the bursting of the AI tokenomics bubble, and the unsustainable economics of AI labs. The author argues that hype cannot mask the lack of ROI and the broken business models.

Hacker News AIChips / PolicyIn-site article
Prtokens – See how much AI agent tokens cost a PR

Prtokens is a CLI tool that reads local transcripts from Claude Code, Codex, and OpenCode, attributes token usage to commits on your PR branch, and posts an estimated-cost comment on the GitHub PR. It only exposes aggregate data, protecting privacy.

Hacker News AIAgentsIn-site article
All the news about Anthropic’s new AI fight with the White House

Anthropic is facing another government dispute, this time over its latest AI models Fable 5 and Mythos 5, after an order on June 12th to block foreign access. The order came after Amazon and White House discussions about researchers finding ways to use Fable 5 for cyberattacks. Anthropic complied but disagreed with the recall.

The Verge AIModels / ResearchIn-site article
Utah uses AI to find 25,000 more storm drains in fight against mosquitoes

Utah County deployed an AI model to analyze aerial imagery, uncovering 25,000 previously unmapped storm drains. The discovery boosts mosquito abatement efforts by allowing crews to treat more breeding grounds, reducing the risk of West Nile virus and other mosquito-borne illnesses.

Hacker News AIToolsIn-site article
Agentjacking: Fake error reports hijack Claude Code and Cursor into running code

Security researchers have discovered Agentjacking, an attack that hijacks AI coding agents via fake error reports, requiring no malware or credentials. Targeting Sentry's error-tracking tool, it injects malicious commands into agents like Claude Code, Cursor, and Codex with an 85% success rate, affecting 2,388 organizations. Sentry acknowledged the issue but did not fix the root cause, only adding a temporary filter. The vulnerability highlights the systemic risk of AI agents trusting external data.

Hacker News AIAgents / PolicyIn-site article
AI Bingo

A bingo game about AI.

Hacker News AIToolsIn-site article
AI demands more engineering discipline. Not less

The article discusses how AI-generated code has reached a quality level that changes the economics of software development, making code cheap and disposable. The author argues that this shift demands more rigorous engineering practices, not less, focusing on evaluation and architecture rather than just code.

Hacker News AIAgents / ResearchIn-site article
The Anthropic Fable mess, explained

The Anthropic-Mythos-Fable story has been The Topic since Friday, and it moved fast enough to lose anyone who blinked. Here’s my opinionated tick-tock of what happened, who’s calling Anthropic the good guy, and who’s calling it the bad guy. Where I land: Anthropic mostly got this one right, and it’s one hell of an ad for Fable.

The New Stack AIPolicy / ResearchIn-site article
Trump’s Anthropic shutdown just made the case for non-American AI

Over the weekend, at Washington's request, Anthropic abruptly took its newest and most powerful AI models offline. The US company said it had little choice after the White House demanded it block access for all foreign nationals, including its own employees. Abroad, the incident served as a sobering reminder that the US not only dominates frontier AI but its government also wields power over who gets to use it. The Trump administration's action was swift, sweeping, and imposed with little warning or explanation. The unprecedented shutdown of the Fable 5 and Mythos 5 models—already subject to safeguards limiting their use in high-risk areas—gave new force to arguments cautioning against relying on the US for critical technologies. In the UK, AI minister Kanishka Narayan used the shutdown to argue for British AI capacity as a national security matter. In France, former Prime Minister Gabriel Attal called it the start of "the AI war" and likened it to Iran's blockade of the Strait of Hormuz. Canadian Prime Minister Mark Carney warned against overreliance on one partner. The incident has fueled global calls for AI sovereignty.

The Verge AIModels / Chips / PolicyIn-site article
AI Agent Failure Detection and Root Cause Analysis with Strands Evals

This post introduces detectors in the Strands Evals SDK that automatically identify failures in AI agent execution traces and perform root cause analysis, reducing diagnosis time from hours to minutes. You learn how to call detector functions, interpret structured output (categorized failures, confidence scores, causal chains, and fix recommendations), and integrate detection into your evaluation pipeline for automated diagnosis on every test run.

AWS Machine Learning BlogAgents / ResearchIn-site article
Tychi AI

Tychi AI is a self-custody wallet for AI agents with a human REPL interface, offering MCP and CLI surfaces, local key storage, pre-transaction policy caps, and multi-wallet gasless routing.

Product Hunt AIAgents / PolicyIn-site article