NVIDIA
NVIDIA
NVIDIA
Exploit Development
Artificial Intelligence
Space Tech
PostgreSQL
Cryptography
Artificial Intelligence
Google
This week, we discuss going deeper and Google's search changes.
xAI
AI Psychosis
"I've built a unique, verifiable pipeline for attacking this [P vs. NP] problem, one that systematically tests hypotheses and closes gaps."
C++
Algorithms and Data Structures
Apple
AGI and AI Safety
PostgreSQL finally has an open-source Transparent Data Encryption option.
Cryptography
RAG
Space Tech
Kafka Streams
By Parth Jain, Rakesh Sukumar, Yingwu Zhao, Renzo Sanchez & Nathan FisherHow we built a living map of our distributed infrastructure to help engineers understand dependencies, troubleshoot faster, and keep Netflix running smoothly for our members around the world.The Puzzle with a Thousand PiecesPicture this: It’s 3am, and an engineer gets paged. One of our critical services is showing elevated error rates. Members trying to watch their favorite films and series are seeing degraded experi...
Artificial Intelligence
Startups and Venture
Apple
Startups and Venture
LLM Evaluation
A new study by the Center for Democracy & Technology shows how chatbots like ChatGPT, Gemini, Replika and more can lead users down paths they didn't intend.
Netflix
X / Twitter
LLM Evaluation
Anthropic
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How a new extraction process could unlock the world’s lithium A new method for extracting lithium could cut costs and emissions from one of the world’s most important materials for EVs…
Hello fellow people from r/databasedevelopment, after many months of late-night experiments, I'm happy to share with you the first version of HedgeDB, a high performance and persisted Key Value store, (freely) inspired from RocksDB! The project was born because as I was working with RocksDB, I grew a bit unhappy with its code bloat, and it has a hard time keeping up with modern NVMe device. So I decided to give it a try reinventing the wheel. Here is the repo on GitHub, and also I spent some ...
AI Hardware
AI Agents
AI Inference
Microsoft
Compliance and Privacy
Generative AI
AI Hardware
AI Inference
AGI and AI Safety
Pope Leo XIV’s new encyclical on artificial intelligence includes a statement that warrants serious attention from technologists and policymakers: “Technology is never neutral.” Magnifica Humanitas (“Magnificent Humanity”) is a clarion call to all people to act with courage and solidarity as we enter an age already being transformed by artificial intelligence, the greatest change in…
DuckDB-Iceberg now has a number of new features supporting Iceberg Tables and Iceberg REST Catalogs: `MERGE INTO`, `ALTER TABLE`, partition transforms, V3 support, and others!
Build Systems
Space Tech
Google
AGI and AI Safety
Go
CVE and Exploit Development
Containers
Business Intelligence
In this two-for-one special recorded at HumanX, Ryan is joined by Dataiku’s Florian Douetteau to chat about the governance, orchestration, and data requirements for serious agentic systems and 1Password’s Nancy Wang for a conversation on making agent swarms secure....
LLM Evaluation
arXiv:2605.28831v1 Announce Type: new Abstract: Long-horizon interactive agents often accumulate large trajectory histories yet still fail to answer questions about earlier events reliably. We argue that the main bottleneck is not context length alone, but the trajectory-to-answer interface of long-term memory. When histories are stored as plain-text chunks and queried with standard retrieval-augmented generation (RAG), systems often retrieve locally relevant but chain-incomplete evidence, e...
LLM Evaluation
arXiv:2605.28830v1 Announce Type: new Abstract: As Large Language Models (LLMs) are increasingly deployed in safety-critical applications, robust content moderation becomes essential. We present a comprehensive evaluation of 14 open-source safety guard models on a curated benchmark of 79,331 samples spanning 8 NIST AI Risk Framework safety categories. Our benchmark aggregates four diverse datasets (HarmBench, StrongREJECT, RealToxicityPrompts, and BeaverTails), filtered to focus exclusively ...
Artificial Intelligence
arXiv:2605.28829v1 Announce Type: new Abstract: Competitive STEM examinations such as JEE and NEET require multi-step symbolic reasoning, precise numerical computation, and deep conceptual understanding across physics, chemistry, and mathematics. Recent large language models perform strongly on common reasoning benchmarks, yet they remain difficult to deploy at scale, where millions of student doubts demand domain-specific, consistently structured problem solving. We introduce Aryabhata 2,...
Large Language Models
arXiv:2605.28828v1 Announce Type: new Abstract: Large Language Models (LLMs) achieve impressive performance across many tasks but remain prone to hallucination, especially in long-form generation where redundant retrieved contexts and lengthy reasoning chains amplify factual errors. Recent studies highlight a critical phenomenon: the closer key information appears to the model outputs, the higher the factual accuracy. However, existing retrieval-augmented language models (RALMs) lack effecti...
Fine-tuning and PEFT
arXiv:2605.28827v1 Announce Type: new Abstract: Open Arabic large language models split into two classes: sub-1B multilingual models that treat Arabic as an afterthought (Qwen2.5-0.5B, Falcon-H1-0.5B), and 7B-70B Arabic-specialized models that require a server to run (Jais, AceGPT, ALLaM, SILMA). The one published attempt at a sub-2B Arabic-specialized model, Kuwain-1.5B, never released its weights. We present RightNow-Arabic-0.5B-Turbo, a 518M-parameter Arabic-specialized decoder LLM built ...
Large Language Models
arXiv:2605.28826v1 Announce Type: new Abstract: In modern LLMs, linguistic features function not as stylistic artifacts but as probes of probability mass, allocated under training alignment objectives. Language models trained with contemporary pipelines exhibit severe reshaping of linguistic features, leading to extreme language re-distribution. While previous stylometric analyses explored linguistic differences between AI-generated and human texts, we focus on the reshaping plaguing the LLM...