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2026-08-13

Examples for use of AI and especially LLMs in major mathematical developments

big list - Examples for the use of AI and especially LLMs in major mathematical developments - MathOverflow Asked 9 months ago Modified today Viewed 28k times 108 $\begingroup$ The purpose of this question is to collect…

Hacker News AIModels / Agents / ResearchSource content · Analysis pendingExamples for use of AI and especially LLMs in major mathematical developments
Show HN: Agent Memory Leaderboard – first public results for AI memory systems

OPEN BENCHMARK Agent Memory Leaderboard A public benchmark space for comparing textual and coding-agent memory systems under a consistent evaluation flow. Leaderboard Preview Benchmark Tracks Each track keeps its own re…

Hacker News AIAgents / ResearchSource content · Analysis pendingShow HN: Agent Memory Leaderboard – first public results for AI memory systems
alchemy-utils 0.1a1

Release: alchemy-utils 0.1a1 Performance boost for DuckDB exports and CSV imports, see here.

Simon Willison's WeblogToolsSource content · Analysis pendingalchemy-utils 0.1a1
Show HN: I'm tired replying my social media visitors, I let AI agent handle it

★★★★★ “Booked 3 consultation calls this week while I was on a shoot. The AI handled the whole thing — availability check, confirmation, calendar invite. Incredible.” SK Sarah K. Content Consultant, Jakarta

Hacker News AIAgentsSource content · Analysis pendingShow HN: I'm tired replying my social media visitors, I let AI agent handle it
min.

min. is an AI tool that creates a digital version of everyone you work with, potentially transforming team collaboration and communication.

Product Hunt AIToolsIn-site articlemin.
'Near-autonomous' AI agents attack Taiwan's nuclear safety agency

'Near-autonomous' AI agents attack Taiwan's nuclear safety agency Some say the world will end in fire, some say an agentic swarm Jessica Lyons Jessica Lyons Cybersecurity Editor Published wed 12 Aug 2026 // 22:45 UTC Su…

Hacker News AIAgents / ResearchSource content · Analysis pending'Near-autonomous' AI agents attack Taiwan's nuclear safety agency
The next AI interface may not be a chatbot

The next AI interface may not be a chatbot Published: 12 May, 2026 • 2 min read | Edit on GitHub The next AI interface may not be a chatbot. Most AI agents today still live inside fixed surfaces. A chat window. A termin…

Hacker News AIAgentsSource content · Analysis pendingThe next AI interface may not be a chatbot
Doable: Self-hosted AI app builder for teams

Uh oh! There was an error while loading. Please reload this page. Notifications You must be signed in to change notification settings Fork 4 Star 16 BranchesTags Open more actions menu Folders and files NameName Last co…

Hacker News AIAgentsSource content · Analysis pendingDoable: Self-hosted AI app builder for teams
We put llms.txt on 83 websites. In 12 weeks OpenAI's crawler read it 7 times

EZY Research · Study 1 · July 27, 2026 We put llms.txt on 83 websites. In 12 weeks, OpenAI's crawler read it 7 times. 7 OpenAI llms.txt fetches Across 83 sites, 12 weeks 3,990 OpenAI robots.txt fetches Same sites, same…

Hacker News AIModels / Research / AgentsSource content · Analysis pendingWe put llms.txt on 83 websites. In 12 weeks OpenAI's crawler read it 7 times
[AINews] SpaceXAI Grok 4.6 and Grok @Bot

AI teammate category just had its most significant new entrant yet

Latent SpaceModels / AgentsSource content · Analysis pending[AINews] SpaceXAI Grok 4.6 and Grok @Bot
Apple and AI: Siri the Early Years

Babbage Aug 13, 2026 One of the reasons for studying technology history is to look for recurring patterns: characteristics of either the technology itself or of firms that are built around it that are repeated time and…

Hacker News AIAgents / ResearchSource content · Analysis pendingApple and AI: Siri the Early Years
The web's newest weapon against AI scrapers is a font

AI companies’ penchant for scraping through large swathes of the public web in search of valuable training data has already led to lawsuits and technical fixes aimed at stopping the practice. Now, a pair of designers ar…

Hacker News AIResearchSource content · Analysis pendingThe web's newest weapon against AI scrapers is a font
SpaceXAI releases flagship Grok 4.6 model with advanced reasoning capabilities

SpaceXAI today released Grok 4.6, a large language model that it says can outperform Anthropic PBC’s Claude Fable 5 in some areas. SpaceXAI was known as xAI until last month. The Elon Musk-founded artificial intelligence provider rebranded in connection with its acquisition by SpaceX Corp. In June, the combined company listed its shares on the […] The post SpaceXAI releases flagship Grok 4.6 model with advanced reasoning capabilities appeared first on SiliconANGLE.

SiliconANGLE AIModels / Agents / ResearchSource content · Analysis pendingSpaceXAI releases flagship Grok 4.6 model with advanced reasoning capabilities
NagaAI – Cheaper AI Aggregator (Like Poe, OpenRouter, etc.)

One API for chat, image, embeddings, and more NagaAI brings together models from leading AI startups behind one OpenAI-compatible API with unified billing, multimodal access, and lower pricing on selected models. OpenAI…

Hacker News AIModels / StartupsSource content · Analysis pendingNagaAI – Cheaper AI Aggregator (Like Poe, OpenRouter, etc.)
Jeff Dean has been in talks for a $10B valuation for his new AI startup

Jeff Dean spent 27 years helping build Google. Now, investors could be betting $1 billion that he can build the next big thing in AI outside it. The legendary Google engineer has been in discussions for $1 billion in fi…

Hacker News AIStartups / ResearchSource content · Analysis pendingJeff Dean has been in talks for a $10B valuation for his new AI startup
What Is AI Governance and How to Operationalize It?

Table of Contents TL;DR AI Governance is the set of processes, standards, and guardrails — grounded in transparency, accountability, fairness, privacy, and security — that keep AI and agentic systems safe, ethical, and…

Hacker News AIAgents / ResearchSource content · Analysis pendingWhat Is AI Governance and How to Operationalize It?
Scheduling jobs across Slurm clusters (and K8s, and cloud) from one place

Slurm dominates large-scale computing - 60% of Top500 supercomputers rely on it for workload management. If you’re working in ML research or HPC, having access to multiple GPU clusters sounds like a good problem to have…

Hacker News AIChips / AgentsSource content · Analysis pendingScheduling jobs across Slurm clusters (and K8s, and cloud) from one place
Fenix Flexin Admits He Used AI for "Rubberz"

By Margaret Farrell 9:29 AM EDT on August 7, 2026 Add Stereogum to Google Frazer Harrison/Getty Images The "Rubberz" saga continues. Since Medasin's viral breakdown of Fenix Flexin's big hit, the conversation around the…

Hacker News AIToolsSource content · Analysis pendingFenix Flexin Admits He Used AI for "Rubberz"
Why managed agents are the next big thing in agent building

Managed Deep Agents gives developers a managed way to build, run, and deploy Deep Agents with built-in runtime, streaming, sandboxes, evals, memory, and auth.

LangChain BlogAgents / ResearchSource content · Analysis pendingWhy managed agents are the next big thing in agent building
When Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costs

As concerns around data privacy in machine learning grow, the ability to unlearn, or remove, specific data points from trained models becomes increasingly important. While state of the art unlearning methods have emerged in response, they typically treat all points in the forget set equally. In this work, we challenge this approach by asking whether points that have a negligible impact on the model’s learning need to be removed. Through a comparative analysis of influence functions across language and vision tasks, we identify subsets of training data with negligible impact on model outputs…

Apple Machine Learning ResearchResearchSource content · Analysis pendingWhen Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costs
Building Foundry Part 2: Where creative workflows break

Part 2: Why folders, tags, and keyword search break down in real creative workflows and what retrieval needs to do instead.

Weaviate BlogAgentsSource content · Analysis pendingBuilding Foundry Part 2: Where creative workflows break

2026-08-12

DeepSeek V4 Pro 0813 (on OpenRouter)

DeepSeek V4 Pro 0813 (on OpenRouter) The latest DeepSeek Pro model is now available, via API only. I had to link to OpenRouter because DeepSeek don't have any obvious announcement page for their new model. I haven't been able to confirm if they plan to release the open weights, but given the weights are available for both April's deepseek-ai/DeepSeek-V4-Pro and July's deepseek-ai/DeepSeek-V4-Flash-0731 it seems likely. Interestingly I got very different looking pelicans for the three different reasoning levels of low, medium, and high. I've not noticed this kind of difference from any other model: Low: Medium: High: In terms of benchmarks... as far as I can tell those were released to the Official DeepSeek WeChat Group, then copied and pasted into a post on Reddit which was deleted by the…

Simon Willison's WeblogModels / ResearchSource content · Analysis pendingDeepSeek V4 Pro 0813 (on OpenRouter)
Nebius shares jump 34% on continued AI infrastructure demand

Shares of Nebius Group NV closed 34% higher today after it reported second-quarter earnings that topped expectations across the board. The Netherlands-based company operates a cloud platform optimized for artificial intelligence workloads. It also has two business units called Avride and TripleTen that offer autonomous driving software and programming courses, respectively. Nebius’ revenue surged 454% […] The post Nebius shares jump 34% on continued AI infrastructure demand appeared first on SiliconANGLE.

SiliconANGLE AIAgents / StartupsSource content · Analysis pendingNebius shares jump 34% on continued AI infrastructure demand
Use Dreams to create memories your AI agent can access

Jason Davenport Aug 12, 2026 Philip Dick wrote a short story titled ‘Do robots dream of electric sheep?’. I slightly changed this title for a talk I gave titled ‘Do agents dream of binary sheep?’. What is agentic memory…

Hacker News AIAgents / RoboticsSource content · Analysis pendingUse Dreams to create memories your AI agent can access
Context Bombs: stopping AI attackers in their tracks

Context bombs: stopping AI attackers in their tracks | Tracebit Research Tracebit Research · Working paper · July 2026 Context Bombs: stopping AI attackers in their tracks. AI agents can now run complex cyberattacks on…

Hacker News AIAgentsSource content · Analysis pendingContext Bombs: stopping AI attackers in their tracks
Phinq

Discussion | Link

Product Hunt AIAgentsSource content · Analysis pendingPhinq
The Wrong Defaults is why enterprise AI agents fail at adoption

Aug 12, 2026 Do you see the similarities across AI agent interfaces that these companies give you? There are chat sessions, there are model selections, there are tone settings, then there are MCP connections, there are…

Hacker News AIAgents / ResearchSource content · Analysis pendingThe Wrong Defaults is why enterprise AI agents fail at adoption
Not Ready for Prime Time: The Current State of Legal Ethics and AI

Not Ready For Prime Time: The Current State Of Legal Ethics And AI | Techdirt Not Ready For Prime Time: The Current State Of Legal Ethics And AI (Mis)Uses of Technology from the there-be-dragons dept Wed, Aug 12th 2026…

Hacker News AIAgents / ResearchSource content · Analysis pendingNot Ready for Prime Time: The Current State of Legal Ethics and AI
San Francisco-area estate sells for $70m in sign of AI-fueled wealth explosion

New owner is said to be involved in AI industry, as new class of multimillionaires is entering the real estate race A luxury Lake Como-inspired estate in the San Francisco Bay Area has sold to a buyer “in the AI world” for a record $70m, in the latest sign of a new tech wealth boom that’s pushing home prices to extraordinary heights in the region The property south of San Francisco not only becomes the most expensive sale in its affluent town of Hillsborough, doubling a previous record, but is also the most expensive sale in northern California this year, according to listing agent Jennifer Gilson of Golden Gate Sotheby’s International Realty. Continue reading...

The Guardian AIAgentsSource content · Analysis pendingSan Francisco-area estate sells for $70m in sign of AI-fueled wealth explosion