AWS users reported massive unexpected billing estimates (up to $595B) due to a billing console bug, causing panic and infrastructure shutdowns. The incident highlights urgent need for AWS to improve error communication and billing accuracy.
Open-source AI models are gaining traction globally, offering cost-effective, customizable solutions across sectors like healthcare, finance, and agriculture, with growing adoption by developers and enterprises. They enable ownership, interoperability, and resilience against vendor lock-in, though challenges in operational tooling and trust persist.
minikotlin is a C-written Kotlin compiler that compiles directly to WebAssembly-GC, bypassing JVM/LLVM, with features like coroutines, smart casting, and sealed classes fully lowered to WASM-GC. It runs in-browser as a WASM module, enabling Kotlin code execution without external toolchains.
The 2026 Shanghai conference highlighted multi-primary color displays as next-gen tech beyond RGB, with Hisense's RGBX tech expanding color gamut to 130% BT.2020. Discussions emphasized human-centric benefits and ecosystem challenges for commercialization.
Zksecurity ran tests to see if a subagent's output is useful. it turns out that the bug is in the way of the verifier asking for one pairing value - but not the pair itself, which is what the test is based on, says daniel saunders, who runs the tests involving the subfields he checks for in his codebases. the fix was to add
Researchers discovered the first atmosphere on an Earth-like rocky planet, LHS 1140b, in a star's habitable zone, detecting helium but noting other gases might exist, marking progress in the search for extraterrestrial life. While not confirming life, this finding, alongside studies of planets like K2-18b and TRAPPIST-1, highlights ongoing efforts to identify habitable worlds beyond our solar system.
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Study reveals asymmetric neural dynamics during attention switches in multi-talker scenarios, with transient dual speech tracking and reduced alpha power indicating cognitive effort. Lexical context resets post-switch, enhancing understanding of flexible speech processing in complex environments.
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2026-07-17 13:44:47 UTC
ycombinator.com
Qwen
Manufact builds the MCP cloud platform for AI tool integration, used by NASA, SAP, and 5,000+ companies. They seek a cloud engineer to scale infrastructure, ensure observability, and manage security for growing AI tool calls.
When people learn I’m a consultant, conversation often proceeds to problems and problem-solving. It’s true that I only get hired well after there is a problem. Typically a problem that has gotten so lousy that nobody wants to deal with it and it has therefore become worth the trouble—of spending time, money, effort, and reputation—to bring in somebody to sort it out. That said, I like ...
Announcing the release of VulnHunter, an open-source AI code security tool with an agentic reasoning workflow developed by Capital One.
Most programming languages evolve as a single language. Python, Java, Javascript, C++, have new versions and standards, multiple implementations, but they still remain the same language. C and C++ can be compiled with GCC or Clang, Python can be compiled with CPython or PyPy, the same JavaScript runs in both Firefox and Chrome, and Java programs can run on JVM or GraalVM. The Wikipedia page ...
Pebble has shipped 80% of Pebble Time 2 pre-orders, with in-stock availability soon. Software updates enhance battery life and SDK features, while hardware issues are addressed via replacements; Index 01 production is underway, with late August shipments expected.
The Measuring Progress Toward AGI hackathon highlighted benchmarks like MEDLEY-BENCH and LearningBench to assess AI reasoning and learning, but participants criticized winners for flawed claims, opaque methods, and judging inconsistencies, demanding transparency and reassessment to align with stated criteria.
Ancient Roman concrete's durability stems from carbonation, revealed by studying 1,900-year-old toilets at Hadrian’s Villa. This insight could lead to sustainable, crack-sealing modern concrete, reducing construction emissions.
This dashboard displays live telemetry from an SSH honeypot for security research, threat intelligence, and educational purposes. The source IP addresses, usernames, passwords, commands, client fingerprints, and related metadata shown here are observed from inbound connections to this honeypot. A source IP address may belong to a compromised host, proxy, VPN, scanner, cloud instance, or ...
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Quantum computing can be complex — PennyLane makes it natural. Leverage the world’s largest library of research demos, interactive tutorials, and state-of-the-art components to build algorithms in quantum chemistry, quantum information, optimization, and quantum ...
Two friends, Alice and Bob, live in the same city, but on the opposite sides of a wide river. Every night, Bob looks at the lights on the other side and tries to guess, which one belongs to Alice. They come up with a clever arrangement: Alice will turn on her lights for 10 minutes every night at 10 p.m. Every night Bob will take a long-exposure photo at the pre-arranged time. At the end of ...
Microsoft has open-sourced Comic Chat, a 1990s IRC chat client that transformed text into comic panels with characters and expressions, popularizing Comic Sans. The project, now modernized for today’s systems, offers a nostalgic glimpse into early internet innovation and invites community exploration of its experimental visual communication design.
Discovered a scrapped robot chassis and transformed it into a remote-controlled camera platform using a Movi M10 gimbal, 3D-printed parts, and surplus hardware for low-angle action shots. Overcame firmware compatibility and mechanical challenges to build a durable, flexible system for outdoor cinematography.
Decoy Font is a TTF font using spatial frequencies to hide messages from AI by overlaying two layers visible at different distances, making text readable to humans but confusing to OCR and AI models. It serves as a deterrent against automated text scraping, though advanced models may still decode it.
USB-C ports define data/power roles (DFP/UFP) via CC lines, with USB PD 3.1 enabling up to 240W power delivery. VCONN powers active cables, and signal conditioners like RT/LRD extend cable reach while managing data/power role negotiations.
Kimi K3, a 2.8T-parameter open model with 1M-token context and native vision, excels in coding, knowledge work, and reasoning, outperforming many models despite trailing top proprietary systems. Built on Delta Attention and Stable LatentMoE, it enables end-to-end tasks like compiler design and scientific research, available via Kimi platforms and API by July 2026.
This tool records sung pitches on a metronome grid, using re-attack sensitivity to split notes based on volume dips, with red stems indicating new notes. Headphones prevent mic bleed, while a noise gate and pitch tolerance filter out unwanted sounds and slides.
My purpose, and my belief, is that the bombs that killed and maimed at Hiroshima and Nagasaki shall one day open the skies to man. The nuclear pulse rocket is what you’d get if you hired a 12 year old to get you to Jupiter. It works by farting a continuous string of nuclear bombs (at the rate of about one per second) out its back end and riding the ensuing blast waves on a giant shock ...
LM Studio Bionic is an AI agent for open models, offering local/cloud execution, privacy, and voice keyboard with local transcription, supporting tasks like coding and document work. It uses models like Voxtral and GLM 5.2, ensures zero data retention, and provides secure cloud access for complex tasks.
Two AI models, Claude Fable 5 and GPT-5.6 Sol, autonomously created music videos for "Uptown Funk" with $25 or $100 budgets using FAL/Replicate and ffmpeg. All four runs completed, but faced challenges in character consistency, tempo alignment, and self-iteration, with higher budgets generating more footage but not better quality.
So translates Go to readable C11 with native C interop, enabling stack-allocated systems programming without CGO overhead. It supports Go features like interfaces and concurrency via standard libraries, currently in active development with 0.2 adding networking and WebAssembly.
Google renamed NotebookLM to Gemini Notebook, adding cloud-based code execution for research, available to select users. Expanding integration with Gemini app and Search, with full rollout to Pro users soon.
User received AWS Budgets alert for $5 threshold exceeded, showing $3B forecasted charge despite no recent AWS usage. AWS support AI flagged potential billing/metering error, opened a ticket, and user has disabled IAM roles/deleted resources, seeking if others face similar issues.