Show HN: An open source benchmark for prompt-injection detectors
Article URL: https://github.com/bastion-soft/pi-detector-bench Comments URL: https://news.ycombinator.com/item?id=48717269 Points: 2 # Comments: 0
Article URL: https://github.com/bastion-soft/pi-detector-bench Comments URL: https://news.ycombinator.com/item?id=48717269 Points: 2 # Comments: 0
A persistent, file-based memory layer for coding agents — give Claude Code, Codex & others a project brain (durable decisions, requirements, constraints) via a zero-dependency CLI. Comments URL: https://news.ycombinator.com/item?id=48717245 Points: 3 # Comments: 0
PARTNER CONTENT: • Supporting on-premise local AI large model operation, the solution cuts cloud costs and secures sensitive corporate data for SMEs
<!-- SC_OFF --><div class="md"><p>Google deployed an agentic AI peer-reviewer at two top CS conferences — reviewing ~10,000 papers with 30-minute turnaround — and the new formal research paper shows it catches 34% more mathematical errors than zero-shot prompting; the precedent for AI-automated scientific review at conference scale is set and now formally documented.</p> <p>--</p> <p>Source: <a href="https://arxiv.org/abs/2606.28277">https://arxiv.org/abs/2606.28277</a></p> </div><!-- SC_ON -->
PARTNER CONTENT: Showcased at MWC Shanghai 2026, the local AI-driven solution features camera-free whole-home sensing and advanced DDoS protection to unlock new operator revenue and redefine smart home security
Security researchers at Mozilla's 0DIN platform have shown how a single compromised GitHub repo can take over a developer's machine the moment an AI coding tool like Claude Code runs its setup. The catch: the malicious code only loads at runtime via a DNS query, invisible in the repo, to scanners, and to the AI agent itself. The article Claude Code runs a GitHub repo's hidden malware without verification, giving attackers full control appeared first on The Decoder .

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The All England Lawn Tennis Club is adding new AI-powered features to Wimbledon’s digital platforms through its ongoing work with IBM. The updates will be available through the Wimbledon app and wimbledon.com as first-round matches begin on Monday. They include an upgraded Match Chat assistant and a new feature called Key Moments. The features will […] The post Wimbledon adds IBM AI tools for live match coverage appeared first on AI News .

Article URL: https://github.com/ohad6k/VibeRaven Comments URL: https://news.ycombinator.com/item?id=48717113 Points: 6 # Comments: 2
<pre style='white-space:pre-wrap;width:81ex'>fix(codex): preserve per-app approval reviewer policy (#97327) * fix(codex): version app inventory cache keys * fix(codex): refresh and replay plugin app policy * fix(codex): preserve user reviewer for plugin turns * fix(codex): gate plugin reviewer from startup policy * fix(codex): route app approvals to user reviewer * fix(codex): prompt destructive app tools * fix(codex): scope app approval reviewers * test(codex): complete app policy fixture * fix
<p>🚀 After months of development, I'm excited to launch InterviewPro.</p> <p>InterviewPro is an AI-powered interview preparation platform designed to help students and professionals prepare for technical interviews more effectively.</p> <p>It includes:</p> <p>✅ AI Mock Interviews</p> <p>✅ Company-specific interview questions</p> <p>✅ Resume Review and ATS Analysis</p> <p>✅ System Design preparation</p> <p>✅ DSA and coding challenges</p> <p>✅ Learning roadmaps for multiple technologies</p> <p>My
Article URL: https://github.com/matthiasnordwig/pdf-struct-chunker Comments URL: https://news.ycombinator.com/item?id=48716707 Points: 2 # Comments: 0
<h2> How visual Python learning can make algorithms feel less scary </h2> <p>I’ve always felt that algorithms become harder than they need to be when they are explained only in text.</p> <p>A student can read the same sorting logic a few times and still not really <em>see</em> what is happening. The idea sounds simple on paper, but once variables start changing and loops begin nesting, things can get confusing very quickly.</p> <p>That is one reason I started thinking more seriously about visual
<h2> The Problem You Probably Have Already </h2> <p>If you're building agentic systems in 2025, chances are you've already got two integration layers in your stack:</p> <ul> <li> <strong>MCP</strong> (Model Context Protocol) — wiring your AI models to databases, APIs, filesystems, internal tools</li> <li> <strong>A2A</strong> (Agent-to-Agent) protocols — letting your agents discover, negotiate with, and invoke <em>each other</em> </li> </ul> <p>They're not competing. They're complementary. But w
<h2> The Pipeline That Worked Too Well </h2> <p>I had to kill a pipeline that was doing exactly what it was supposed to do. It was rewriting job descriptions at scale, improving SEO, and running without errors. The client asked me to shut it down anyway.</p> <p>The problem wasn't quality. It was cost. Running GPT-class models across a million listings added up faster than anyone expected. The pipeline worked perfectly, and that was the problem. Every perfect run cost money. Over time, the bill b
<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1uin5ad/i_made_a_quiz_that_tells_you_which_llm_you_align/"> <img src="https://preview.redd.it/yx86ia6rr6ah1.png?width=140&height=80&auto=webp&s=50a7c238e71f794f9908533538785f72e88913a9" alt="I made a quiz that tells you which LLM you align with most, based on personality and values research across 15 models [R]" title="I made a quiz that tells you which LLM you align with most, based on personality and values research ac
![I made a quiz that tells you which LLM you align with most, based on personality and values research across 15 models [R]](https://preview.redd.it/yx86ia6rr6ah1.png?width=140&height=80&auto=webp&s=50a7c238e71f794f9908533538785f72e88913a9)
Natural language processing is reshaping professional communication on online platforms, enabling more relevant and personalised networking interactions. As AI-driven systems increasingly comprehend and generate human language, these technological advances affect how users pursue and maintain professional connections, presenting both opportunities and challenges in authentic relationship-building. Professional networking now relies on a growing ecosystem of AI-powered […] The post Advances in Na
As of June 29, the Roborock Qrevo Slim robot vacuum and mop is on sale at Amazon for $699.99. That's 50% off its list price of $1,399.99.

Modern DevSecOps needs security checks that run before release day. Teams now write code, build services and deploy updates at a pace that manual review cannot match. That’s why they use automated testing, as it helps catch routine flaws before they reach production. The pressure has grown. Verizon’s 2025 Data Breach Investigations Report found that […] The post Best Automated Security Testing Tools for Modern DevSecOps appeared first on AI News .
Article URL: https://api.octoperf.com/doc/mcp/ Comments URL: https://news.ycombinator.com/item?id=48716592 Points: 1 # Comments: 0
<p>People Also Ask results are easy to ignore.</p> <p>They sit in the middle of Google results, looking like a small accordion of questions.</p> <p>But for SEO, content research, and AI search workflows, they are useful.</p> <p>They show what people are asking around a topic.</p> <p>Not what a keyword tool thinks they might ask.<br><br> Not what your content calendar guessed three months ago.<br><br> Actual questions appearing inside search results.</p> <p>If you track them over time, you can se
<p>According to <a href="https://chartmogul.com/reports/saas-conversion-report-2/" rel="noopener noreferrer">ChartMogul's 2026 analysis</a> of 200 B2B software products, the median free-to-paid conversion rate is just 8%, meaning most companies fail to convert more than 9 out of 10 free users into paying customers.</p> <p>The teams improving that number in 2026 are not sending more generic nurture emails or extending trial lengths. They're using AI-driven trial conversion platforms (also called
I'm sitting here crazy and stressed while typing this. My mother is sick and needs money for medical care and I can't access my bank accounts because ProtonVPN's automated system decided I'm a "bot" and is literally torturing my connection - and their support is fully AI like crazy even in emergency. I don’t want to get technical but if Proton VPN thinks you are using P2P at high connections, Proton has this "DDoS guard" that "detects" false high speed P2P and throttles you, even if you use 1 ti
Samsung and SK Hynix, backed by the South Korean government, are pouring $590 billion into new chip factories and packaging centers as AI data center demand surges. According to Jefferies, memory prices could climb to 50 percent per quarter through 2027. The two companies control nearly 80 percent of the global HBM market. The article Samsung and SK Hynix plan $590 billion chip investment as AI demand sends memory prices soaring appeared first on The Decoder .

Article URL: https://arxiv.org/abs/2606.03641 Comments URL: https://news.ycombinator.com/item?id=48716275 Points: 1 # Comments: 0
xFusion presented scalable enterprise AI computing models at ISC 2026, transitioning hardware from edge devices to data centres. Enterprise technology buyers attending the Hamburg exhibition sought practical production frameworks. Hardware selection processes regularly fail to account for physical operating limits. Relying on public APIs exposes proprietary commercial data. xFusion engineers responded with a four-tier hardware […] The post xFusion scales enterprise AI from edge workstations to l

Flexion Robotics, a startup founded by ex-Nvidia engineers, has a clever way of training robots to do useful work.

You can now query Speed Insights datapoints directly through the Vercel CLI. Using the vercel metrics command, you can pull core Web Vitals (LCP, INP, CLS) and other page performance metrics (FCP, TTFB) based on client-side measurements from real user traffic. By providing a coding agent access to the CLI, an agent can answer questions such as: Which pages' INP have regressed since last week? How is the perceived speed of my home page in Asia? Compare the CLS of the dashboard between mobile and
New partnership brings on-device deepfake detection to video calls on desktop SAN FRANCISCO, June 29, 2026 — Scam.ai today announced a partnership with Qualcomm and the launch of Halo, an on-device deepfake detection model for live video calls. Both announcements were made at Computex 2026 in Taipei, where Scam.ai was featured at Qualcomm’s booth as […] The post Scam.ai Announces Qualcomm Partnership, Launches Halo Deepfake Detection Model at Computex 2026 appeared first on AI News .
Article URL: https://attractivenesstest.com/soulmate-sketch Comments URL: https://news.ycombinator.com/item?id=48716126 Points: 1 # Comments: 1
Article URL: https://independent-wire.org/ Comments URL: https://news.ycombinator.com/item?id=48716094 Points: 1 # Comments: 0
<!-- SC_OFF --><div class="md"><p><strong>What it does</strong></p> <p>RAGless is a semantic retrieval system based on Question-to-Question matching. At ingestion, an LLM generates multiple question variants per answer (3–5) and each variant gets its own embedding. At query time, the user question is embedded, Top-K nearest question variants are retrieved, and scores are aggregated by answer_id — the answer with the highest aggregated score wins.</p> <p>Threshold logic uses two gates: minimum ag
<pre style='white-space:pre-wrap;width:81ex'>fix(agents): bound WHAM usage probe JSON response reads</pre>
<pre style='white-space:pre-wrap;width:81ex'>fix(agents): safely record non-json transport errors</pre>
A new OpenAI report maps how AI could reshape jobs across the EU, highlighting which occupations may face automation, growth, or workflow changes.
AI Gateway now supports audio/voice. You can add realtime voice, text to speech, and speech to text with the same calls you already use for text, image, and video, routed through AI Gateway alongside every other modality. Audio launches with models from OpenAI and xAI . Each call gets the same provider routing, observability, spend controls, and bring-your-own-key support you already use for your other models. These capabilities are in beta and available in AI SDK 7. Capability How it works Use
It comes as regional rivals like Taiwan, China and Japan are investing heavily in chip factories and other technology.

<pre style='white-space:pre-wrap;width:81ex'>fix(config): accept overlays for bundled provider aliases (#88400) Co-authored-by: Pluviobyte <Pluviobyte@users.noreply.github.com> Co-authored-by: Cursor <cursoragent@cursor.com></pre>
Article URL: https://github.com/PerhapxinLab/dotdotduck Comments URL: https://news.ycombinator.com/item?id=48715635 Points: 2 # Comments: 0
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