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2026-08-12

Hybrid-retrieval memory layer for AI agents

Notifications You must be signed in to change notification settings Fork 1 Star 10 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 2 Commits 2 Co…

Hacker News AIAgentsSource content · Analysis pendingHybrid-retrieval memory layer for AI agents
Never Trust Your AI Agent's Own Sandbox

For the last few weeks I’ve been trying to sandbox agents on my machine. Coding agents and other autonomous ones that fire on a trigger and run a workflow while I’m not watching. I have Little Snitch on my l…

Hacker News AIAgents / ResearchSource content · Analysis pendingNever Trust Your AI Agent's Own Sandbox
Show HN: FlightWifi – Know if a flight's Wi-Fi can hold a video call

FlightWifi ExtensionTravel4 users Overview See who runs the wifi on every flight, and whether you can actually work on it, before you book. Google Flights tells you a flight has "Wi-Fi for a fee." It never tells you whe…

Hacker News AIAgentsSource content · Analysis pendingShow HN: FlightWifi – Know if a flight's Wi-Fi can hold a video call
Pakistani Judges Give Their Verdict on JudgeGPT

Judges around the world have made headlines for illicitly using generative AI in their work. But in Pakistan, a large-scale trial of a specially designed AI tool for judges found the technology–together with appropriate training–boosted the number of cases resolved by 6.3% with no obvious drop in the quality of judgements. With a backlog of 2.26 million cases and fewer than two judges per 100,000 people – compared to 22 in the EU and 8 in Brazil – Pakistan’s judiciary was in sore need of help. So, in consultation with the judiciary, economist Sultan Mehmood, of the New Economic School in Moscow, Russia, and collaborators tested whether AI could ease the burden. They built a custom tool combining OpenAI’s GPT-4 large language model (LLM) with a knowledge base of nearly 130,000 Pakistani ju…

IEEE Spectrum AIModels / Research / RoboticsSource content · Analysis pendingPakistani Judges Give Their Verdict on JudgeGPT
The Two Pillars of Post-training: Reinforcement Learning and Supervised Fine-Tuning

This is the second article in Sharon Zhou’s post-training series. Read part 1 here. In the first post of this series, you learned how post-training closed the fundamental gap in usability of LLMs by making them behave in a certain way. In this post, you’ll explore specific techniques you can use to change a model’s […]

O'Reilly AI & ML RadarModels / ResearchSource content · Analysis pendingThe Two Pillars of Post-training: Reinforcement Learning and Supervised Fine-Tuning
DeepSeek: What They Invented

Claude Artifact ​

Hacker News AIToolsSource content · Analysis pendingDeepSeek: What They Invented
Why You Shouldn’t Always Trust LLMs as Judges: Understanding Bias in Automated Evaluation

In the rush to automate evaluation, from grading student code to ranking research papers, we have embraced Large Language Models as judges. They are fast. These units are cheap. They scale. However, at a workshop at DHS 2026, Bhaskarjit Sarmah made a point that stuck with me: “you can’t trust LLM as a judge. I […] The post Why You Shouldn’t Always Trust LLMs as Judges: Understanding Bias in Automated Evaluation appeared first on Analytics Vidhya.

Analytics VidhyaModels / Research / AgentsSource content · Analysis pendingWhy You Shouldn’t Always Trust LLMs as Judges: Understanding Bias in Automated Evaluation
The Missing Public-Policy Ecosystem Behind Expensive AI Tokens

ZRainbow Aug 12, 2026 The Missing Public-Policy Ecosystem Behind Expensive AI Tokens Why the biggest institutional problem is not compute cost alone, but the missing mechanism that passes technological gains on to users…

Hacker News AIAgentsSource content · Analysis pendingThe Missing Public-Policy Ecosystem Behind Expensive AI Tokens
AI was supposed to destroy jobs. Where’s the carnage?

The AI jobs apocalypse never showed up. Still, jobs are changing and economists expect more to come. The prediction was stark: artificial intelligence advancements would wipe out jobs en masse. “Half” of all entry-level white collar jobs would vanish, Anthropic’s CEO, Dario Amodei, said in May 2025. A month later, OpenAI’s CEO, Sam Altman, went further, foreseeing the end of “certain job categories”. Companies began citing AI in their layoffs. Workers organized. And students reconsidered their future careers. But a year later, the mass carnage hasn’t shown up. Continue reading...

The Guardian AIToolsSource content · Analysis pendingAI was supposed to destroy jobs. Where’s the carnage?
If the markets reject OpenAI and Anthropic, the US should nationalize them | Bruce Schneier and Nathan E Sanders

From space to telecommunications, the US has a long history of fostering technology for the public good. These AI models could be aligned to democratic values, not corporate profits OpenAI, and then Anthropic, were each formed by AI developers who feared unrestrained corporate AI development – specifically, that companies like Google and Meta would steer the technology towards deleterious, maybe even catastrophically unsafe, outcomes for society. Their founders proclaimed that their new labs, uniquely, could be trusted to develop the technology in humanity’s best interest. But each, in turn, were themselves co-opted by the same market incentives, themselves becoming corporate behemoths zealously guarding future investor value rather than the public interest. It was only a few weeks ago, i…

The Guardian AIModels / StartupsSource content · Analysis pendingIf the markets reject OpenAI and Anthropic, the US should nationalize them | Bruce Schneier and Nathan E Sanders
TriageBox – quick Gmail checker, sorting and AI summaries

Clear Gmail without living in Gmail TriageBox AI Gmail Checker Turn your inbox into a short, actionable queue. Archive, snooze, unsubscribe and reply from a focused Chrome popup — with optional AI summaries on your own…

Hacker News AIAgentsSource content · Analysis pendingTriageBox – quick Gmail checker, sorting and AI summaries
An Advanced Attacker Is Targeting Salesforce and ServiceNow

Take a personalized product tour with a member of our team to see how we can help make your existing security teams and tools more effective within minutes. Thank you! Your submission has been received! Oops! Something…

Hacker News AIAgentsSource content · Analysis pendingAn Advanced Attacker Is Targeting Salesforce and ServiceNow
AI Infrastructure Leadership Summit

AI Infrastructure Leadership Summit General Inquiry

Hacker News AIToolsSource content · Analysis pendingAI Infrastructure Leadership Summit
Google Magnifier helps me see very small print (when I can't find my glasses)

If you regularly find yourself in a situation where you've left your glasses behind and you need to read fine print or something far away, Google has an app right up your alley.

ZDNet AIToolsSource content · Analysis pendingGoogle Magnifier helps me see very small print (when I can't find my glasses)
Show HN: Replaced news reading with two tiny editions a day, then made it public

World Permalink to the full World digestZambia votes Thursday, 8.79 million registered, Hichilema seeking a second term on a debt-restructuring record that has not reached households. New Zealand's Luxon survived a seco…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Replaced news reading with two tiny editions a day, then made it public
AlphaLab.ai – Run your own AI quant lab

How much does AlphaLab cost? Your Desk is $990/month: one researcher, directed by you, on your own book. It is the only plan with a list price. A Firm Desk runs from one researcher to five, with a multi-seat workspace,…

Hacker News AIResearchSource content · Analysis pendingAlphaLab.ai – Run your own AI quant lab
Show HN: SoundGate – Real-time note detection and AI tutor for guitar

Improve Faster. Practice Smarter. Master Guitar. SoundGate blends music pedagogy with state-of-the-art AI to help you practice smarter. Get feedback in real time, follow personalized paths, and turn consistency into mas…

Hacker News AIResearchSource content · Analysis pendingShow HN: SoundGate – Real-time note detection and AI tutor for guitar
Do We Need a New Programming Language for the AI Era?

Do We Need a New Programming Language for the AI Era? Jul 25, 2026 When I receive a PR written by AI—especially when it comes from a project manager who is not an Android developer—and I feel that the changes have ruine…

Hacker News AIAgentsSource content · Analysis pendingDo We Need a New Programming Language for the AI Era?
Chiplab

Discussion | Link

Product Hunt AIToolsSource content · Analysis pendingChiplab
Creating a niche AI Benchmark with token anxiety

Creating a niche AI Benchmark with token anxiety — Thijs Brits Creating a niche AI Benchmark with token anxiety 4 Aug 2026 30 Seconds Bench on GitHub Why another AI benchmark? The AI benchmarks that we look at most focu…

Hacker News AIResearch / AgentsSource content · Analysis pendingCreating a niche AI Benchmark with token anxiety
New AI chip mimics the human brain's capacity for split-second motor control

(Image credit: BlackJack3D via Getty Images) 0 Join the conversation Follow us Add us as a preferred source on Google Scientists have developed a new type of artificial intelligence (AI) chip that mimics the human brain…

Hacker News AIChips / ResearchSource content · Analysis pendingNew AI chip mimics the human brain's capacity for split-second motor control
AirLynk – Share Files Anywhere

AirLynk - Share Files Anywhere - Apps on Google Play AirLynk - Share Files Anywhere Sathish Aluvala Contains ads 4.8star 5 reviews Rated for 3+ info 0+ Downloads Rated for 3+ Users Interact Learn more Share files. Anywh…

Hacker News AIToolsSource content · Analysis pendingAirLynk – Share Files Anywhere
Turkey's AI dilemma, the impact on entry level jobs for game development

(Image credit: Future | Microsoft | Anthropic | OpenAI) 0 Join the conversation Follow us Add us as a preferred source on Google It seems like every time I turn around, there's another round of layoffs affecting video g…

Hacker News AIAgentsSource content · Analysis pendingTurkey's AI dilemma, the impact on entry level jobs for game development
Building an AI music tool taught me the model wasn't the hard part

MuseGen Free Tool▼ Lyrics GeneratorDetect BPMMP3 to WAVAudio to MIDI Creation▼ Music GenerationMV Generation Music PlazaMedia LibraryPricingBlog Remember Deep baritone Male Voice 3:26 What life is like Rap 2:23 Vader u…

Hacker News AIAgents / ResearchSource content · Analysis pendingBuilding an AI music tool taught me the model wasn't the hard part
[AINews] How to steal a Reasoning Trace

Speculative Decoding by any other name would distil as sweet

Latent SpaceAgentsSource content · Analysis pending[AINews] How to steal a Reasoning Trace
NVIDIA AI Releases Nemotron 3.5 Lightning: A 30B Open MoE with 3B Active Parameters, and NeMo Switchyard Model Router

NVIDIA's open 30B MoE targets the agent execution layer, with Switchyard routing each step to the cheapest capable model. The post NVIDIA AI Releases Nemotron 3.5 Lightning: A 30B Open MoE with 3B Active Parameters, and NeMo Switchyard Model Router appeared first on MarkTechPost.

MarkTechPostModels / AgentsSource content · Analysis pendingNVIDIA AI Releases Nemotron 3.5 Lightning: A 30B Open MoE with 3B Active Parameters, and NeMo Switchyard Model Router