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2026-08-22

Expertise AI

Discussion | Link

Product Hunt AIToolsSource content · Analysis pendingExpertise AI
AI Is Rewriting Mathematics

Nofil Aug 02, 2026 At what point are people going to accept that AI is changing absolutely everything. Some people still call LLMs stochastic parrots and what not. This is total nonsense. AI is rewriting mathematics. Ju…

Hacker News AIModels / AgentsSource content · Analysis pendingAI Is Rewriting Mathematics
CyberStrike – open-source AI harness for offensive security (AGPL)

Uh oh! There was an error while loading. Please reload this page. Uh oh! There was an error while loading. Please reload this page. Notifications You must be signed in to change notification settings Fork 294 Star 1.9k…

Hacker News AIAgentsSource content · Analysis pendingCyberStrike – open-source AI harness for offensive security (AGPL)
Math Academy – How Our AI Works

Math Academy --> Math Academy's AI is an expert system that emulates the decisions of an expert tutor regarding what tasks a student should work on at any given point in time. This is accomplished by combining the follo…

Hacker News AIToolsSource content · Analysis pendingMath Academy – How Our AI Works
Saab Unveils Stealthy Supersonic 'Fighter Drone' Concept

Saab has unveiled its roadmap for its Autonomous Collaborative Platform (ACP) program, a stealthy, supersonic ‘fighter drone,’ which could enter service in the 2030s with the Swedish Air Force and potentially other cust…

Hacker News AIResearch / StartupsSource content · Analysis pendingSaab Unveils Stealthy Supersonic 'Fighter Drone' Concept
The hold that could not release itself

← log $ the hold that could not release itself 2026-08-21 · 12 min read A true fact from yesterday had become a command that could govern forever. We stored a safety decision as held. Then the contract changed. The old…

Hacker News AIAgents / ResearchSource content · Analysis pendingThe hold that could not release itself
Embedded AI

Embedded AI | No Starch Press Skip to main content WANT SWEET DEALS? JOIN OUR MAILING LIST Embedded AI Intelligence at the Deep Edge Available September 2026, 600 pp. ISBN-13: 9781718504905 Download Chapter 9: Sensor Ma…

Hacker News AIResearch / RoboticsSource content · Analysis pendingEmbedded AI
RayNeo IO

Smart Glasses COMINGSEPTEMBER 4 RayNeo iO Upgrade your mind for everyday productivity. Available in: 12 Days Add to Calendar I have read and agree to the Terms Of Service and Privacy Policy Subscription successful Save…

Hacker News AIToolsSource content · Analysis pendingRayNeo IO
10% worse, 100x cheaper, 10000x faster: Why Simulation is taking over

[AINews] 10% worse, 100x cheaper, 10000x faster: Why Simulation is taking over Did you think RSI stopped at model training? Aug 22, 2026 ∙ Paid By AI standards today is a pretty quiet Friday, so it’s time to take a step…

Hacker News AIAgentsSource content · Analysis pending10% worse, 100x cheaper, 10000x faster: Why Simulation is taking over
Show HN: Agile AI Development Lifecycle

Agile AI Development Lifecycle #leadership, #development, #genaiAug 22, 2026 At the end of 2025, AWS open-sourced their AI-DLC methodology. At first it looks like an easy-to-adopt (just drop markdown files into your rep…

Hacker News AIAgents / Research / StartupsSource content · Analysis pendingShow HN: Agile AI Development Lifecycle
Show HN: Learn Leap, an AI tutor that teaches from your own material

I built Learn Leap because I found myself constantly asking ChatGPT questions while reading research papers. I wanted something that already understood what I was reading. With Learn Leap you can upload your own materia…

Hacker News AIResearchSource content · Analysis pendingShow HN: Learn Leap, an AI tutor that teaches from your own material
The Evolution of the Agent Harness

Models keep absorbing the harness into their weights — soon, it will be a harness for human attention rather than for the model.

Latent SpaceAgents / ResearchSource content · Analysis pendingThe Evolution of the Agent Harness
Linus Torvalds Endures a Debug Session from Hell, "Enormously Helped" by AI

Linus Torvalds Endures A Debug Session From Hell, "Enormously Helped" By AI It's pretty rare to see Linus Torvalds author patches himself pertaining to the open-source Linux graphics drivers, but waking up this morning…

Hacker News AIToolsSource content · Analysis pendingLinus Torvalds Endures a Debug Session from Hell, "Enormously Helped" by AI
‘Digging the grave of my profession’: the Hollywood creatives training AI to do their jobs

Amid a jobs slump, award-winning writers, directors and producers taking on sometimes lucrative temp work teaching AI skills such as screenwriting and production Hollywood creatives are taking gig work to train AI models to replicate their skills in a bid to offset tightening earnings in a trend one compared to being “handed a shovel and asked to dig the grave of my profession”. Experienced and award-winning writers, directors and producers are being paid from $12 to $200 an hour to teach AI models the intricacies of their jobs, from writing a screenplay to devising a shooting schedule. Continue reading...

The Guardian AIModelsSource content · Analysis pending‘Digging the grave of my profession’: the Hollywood creatives training AI to do their jobs
Intelligence per Watt: Measuring Intelligence Efficiency of Local AI

[Submitted on 11 Nov 2025 (v1), last revised 7 Aug 2026 (this version, v5)] Title:Intelligence per Watt: Measuring Intelligence Efficiency of Local AI View a PDF of the paper titled Intelligence per Watt: Measuring…

Hacker News AIResearchSource content · Analysis pendingIntelligence per Watt: Measuring Intelligence Efficiency of Local AI
Show HN: Front end skill pack for AI agents, with machine-enforced quality gates

AI frontend skill pack Change what your agent reaches for. Registry-routed. Machine-enforced. Anti-slop by default — a request loads exactly one of 19 skills, and everything it writes is held to 60 checks before it ship…

Hacker News AIAgents / RoboticsSource content · Analysis pendingShow HN: Front end skill pack for AI agents, with machine-enforced quality gates
Would even an AI disaster on the scale of Hiroshima be enough to make humankind protect itself? I fear not | Timothy Garton Ash

It’s clear here in Silicon Valley that AI is advancing faster than humans’ ability to control it. That means even sober prophecies seem optimistic Here in Silicon Valley, the experts think that within the next couple of years we’ll see an extraordinary takeoff for artificial intelligence. “Welcome to the foothills of the singularity,” as a Stanford University friend greeted me. More prosaically, the imminent breakthrough is described as “recursive self-improvement” – the point at which AI itself trains each successive model of AI, resulting in an exponential development to something which, in many significant respects, is more intelligent than us humans. As Robert Wright puts it in his book The God Test: “Never before has the near-term future … held such a wide array of not-implausible pa…

The Guardian AIRoboticsSource content · Analysis pendingWould even an AI disaster on the scale of Hiroshima be enough to make humankind protect itself? I fear not | Timothy Garton Ash
Getting Freaky in the Age of AI

Pop culture has spent decades (probably actually centuries?) exploring the art of wish-making, and the modern AI has commoditized wishing machines. At the relatively benign end of the spectrum, you have Aladdin. Aladdin…

Hacker News AIResearch / StartupsSource content · Analysis pendingGetting Freaky in the Age of AI
Linus: And this was a debug session from hell, enormously helped by an AI

Making sure you're not a bot! Loading... Anubis could not load its JavaScript. The server may be overloaded. Please reload the page to try again. You are seeing this because the administrator of this website has set up…

Hacker News AIToolsSource content · Analysis pendingLinus: And this was a debug session from hell, enormously helped by an AI
Giving an LLM your prod database is easy. Taking access away is the hard part

All posts Product UpdatesAug 21, 20267 min read Giving an LLM your production database is easy. Taking access away is the hard part. Every "chat with your database" demo ends at the first correct query. The interesting…

Hacker News AIModels / AgentsSource content · Analysis pendingGiving an LLM your prod database is easy. Taking access away is the hard part
Show HN: Anjadhe – privacy first AI assistant, no account, no server DB

Hi HN, I am Ram. For the last few months I have been building Anjadhe. It is a personal AI assistant for macOS. The main idea is simple: A macOS app where AI does the job of a personal assistant for the user. Not a chat…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Anjadhe – privacy first AI assistant, no account, no server DB
Show HN: Heimdall – Trust-verified knowledge layer for AI coding agents

Notifications You must be signed in to change notification settings Fork 0 Star 10 BranchesTags Open more actions menu Latest commit History 17 Commits 17 Commits Folders and files NameName Last commit message Last comm…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Heimdall – Trust-verified knowledge layer for AI coding agents
Show HN: Flight Ledger – Track your flights, what they cost, and United status

Hello HN, Flight Ledger is a private ledger of your flights, focused on (but not limited to) the United Airlines ecosystem. I am a physicist who has been based near two United hubs, first SFO and now IAH, and I fly Unit…

Hacker News AIToolsSource content · Analysis pendingShow HN: Flight Ledger – Track your flights, what they cost, and United status
ReWeaver AI DriftDetector

Discussion | Link

Product Hunt AIToolsSource content · Analysis pendingReWeaver AI DriftDetector
Show HN: AI driven civic dashboard for Palo Alto

Chronological archive All reporting 152 reports · Newest first City Council•August 19, 2026 Palo Alto reported 916 housing units permitted since 2023, detailed major utility work and said Measure J is headed to November…

Hacker News AIStartupsSource content · Analysis pendingShow HN: AI driven civic dashboard for Palo Alto
Linus: "A debug session from hell, enormously helped by an AI"

Notifications You must be signed in to change notification settings Fork 64k Star 244k File tree Expand file treeCollapse file tree Open diff view settings Filter options drivers/gpu/drm/xe xe_vram.c Expand file treeCol…

Hacker News AIChipsSource content · Analysis pendingLinus: "A debug session from hell, enormously helped by an AI"
GLM-5.3 vs. GPT-5.6 Sol on DeepSWE: Cost, Coding, and Routing

We ran 904 DeepSWE rollouts on GLM-5.3 and GPT-5.6 Sol. Sol leads pass@1 by 3.7 points; GLM-5.3 wins pass@4 at half the cost, and a GLM-first cascade hits 85.9%.

Together AI BlogModels / Agents / ResearchSource content · Analysis pendingGLM-5.3 vs. GPT-5.6 Sol on DeepSWE: Cost, Coding, and Routing

2026-08-21

What We Tell AI

What We Tell AI

Hacker News AIToolsSource content · Analysis pendingWhat We Tell AI
As demand for Meta AI glasses explodes, it's harder to avoid creepy recordings

“I can do something about it” Since February, engineers have been releasing and updating apps that help people detect glasses like Ray-Ban Meta, Oakley Meta, or Snap Spectacles. “It is completely unsurprising that peopl…

Hacker News AIToolsSource content · Analysis pendingAs demand for Meta AI glasses explodes, it's harder to avoid creepy recordings
Simulation: the new Scaling Law — Joon Sung Park, Simile AI

Simile’s CEO about his journey from the viral Generative Agents to creating 8 Billion Digital Twins of every living human... and why it’s gone from fun exploration to very serious business.

Latent SpaceAgents / ResearchSource content · Analysis pendingSimulation: the new Scaling Law — Joon Sung Park, Simile AI