FuzzInsight: Navigating the Efficiency-Effectiveness Trade-off in Coverage-Guided DNN Fuzzing
Configuration analysis and guidelines for coverage-guided fuzzing of DNNs with focus on seed selection efficiency.
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Configuration analysis and guidelines for coverage-guided fuzzing of DNNs with focus on seed selection efficiency.
OfficeTown: generative simulation framework enabling multi-agent coordination on professional organizational tasks.
Proportionality-based framework for compressing rankings with applications to RLHF and social choice.
LangNCO: framework translating natural-language constraints to inference-time interventions for neural combinatorial solvers.
On-policy bidirectional distillation strengthens MoE LLMs by leveraging internal expert capacity as teacher signal.
AMEND: inference-time multi-agent framework for text detoxification with constraint-enforced semantic preservation.
Method detecting LLM hallucinations by measuring context reliance via dark-space projection of hidden states.
Nick Cammarata claims agent research disproves polysemanticity and advances interpretability and alignment.
Simon Willison implements SPARQL 1.1 query support as a SQLite extension in Rust, demonstrating Claude Code's dynamic workflow capabilities.
Stack Overflow for Agents ChatGPT plugin tripled signups; two engineers shipped it in weeks using Codex.
Benefit Street Partners deployed Codex for code review and financial document analysis to accelerate loan valuation comparisons.
The company generated over $30 million in revenue in two years and was acquired by MyFitness for an undisclosed amount of money in March.
OpenAI's ChatGPT Atlas browser is gone, but now ChatGPT's Google Chrome extension is getting some upgrades that allow it to use the browser tabs you already have open. With the extension installed, OpenAI says ChatGPT can now view your browser tabs when you tag Chrome in ChatGPT's web or desktop app, posting a demo video showing someone asking ChatGPT to compare the three tabs they have open with sofas they're considering. A few big upgrades for Chrome users today! We're bringing the power of computer use to anyone who uses Chrome. First up: ChatGPT can now use your tabs in Chrome to make ans...
Sega is removing Total War: Shogun 2 - Complete Edition from storefronts following a disastrous launch where users complained about issues like bugs and upscaling that appears to have been done by AI. Complete Edition, a remaster of the 2011 strategy game, launched on Tuesday, and it bundled the main game and all of its DLC with promised upgrades including "improved visuals," "1440p and 4K UI scaling," and modernized controls. It has an "Overwhelmingly Negative" rating on Steam, where it has already been pulled, and posts on Reddit showcase artwork that users believe AI messed up. "We're awar...
Though movies about disruptive tech founders are nothing new, 2026 has been unusually stacked with features that take a much more critical look at how Silicon Valley is reshaping our reality. Aaron Sorkin's The Social Reckoning frames Mark Zuckerberg as a robotic villain whose ambitions are destabilizing society. Nathan Fielder and Lance Oppenheim's You Can See Everything paints a damning picture of Theranos founder Elizabeth Holmes as she prepares for her ongoing stint in prison. After years of being widely celebrated as a visionary, you can see how the larger narrative around Elon Musk has ...
President Donald Trump posted a series of photos on Truth Social showing off renovations to the White House - but one of them appears to be modified with AI. The picture, which compares an old White House column to a "restored" one, has several discrepancies and was flagged by Google's AI detector as "made or edited with OpenAI." As pointed out by users on Reddit, the picture of the "restored" column has an uneven number of steps on both sides of the structure. The number of steps also doesn't match up with the ones in the "before" photo. Additionally, the before and after photos appear nearl...
Bluesky's Attie AI tool, which initially launched earlier this year as a way to use AI to build your own feeds, now lets you make "small" social apps like games, polls, and dashboards that you can then share with others as their own websites. In an interview at TechCrunch Disrupt, Bluesky CEO Toni Schneider said to think of Attie as "social vibe coding or vibe coding for your community." You can make your own Attie app by typing in a prompt. A simple poll I made about Pokémon Red and Pokémon Blue took a few minutes to generate. If you want to check out something more full-featured, the Attie ...
Speaking at TechCrunch Disrupt, Amazon devices chief Panos Panay described a future where ambient AI devices work in the background, anticipating users' needs instead of waiting for commands.
Simon Willison built Chirp Pong, a two-player game using audio-based networking via Web Microphone API with Claude Opus 5.5.
METR will publish its own assessments of Anthropic’s risks, incidents, and practices, and the frontier AI model maker has given up the right to block them.
OpenAI launches Rosalind Academic Plan, providing sponsored access to GPT-Rosalind for eligible life sciences research labs.
Bluesky is bringing “social vibe coding” to its experimental Attie platform, allowing users to create interactive experiences like games, quizzes, and websites that can tap into the social network's audience.
The new Muse Spark Open AI model can work on M5 Ultra Mac Studios. | Photo: Amelia Holowaty Krales / The Verge Meta announced the Muse Spark Open AI model today, claiming that it's the "most capable US open-weight model to date." But the company also says that it's the "the first model in its class" that can "run on your desktop using two Apple M5 Ultra Mac Studios with the latest MLX framework." Meta and Apple, typically rivals, worked together on the launch and are publicly supporting each other. "Muse Spark Open - weights releasing today - runs great on new Mac Studios thanks to work with ...
Meta launches Muse Spark Open, a coding-optimized 816B mixture-of-experts (MoE) model with 42B active parameters and a 1M token context window. Trained on... Meta launches Muse Spark Open, a coding-optimized 816B mixture-of-experts (MoE) model with 42B active parameters and a 1M token context window. Trained on NVIDIA GB300 NVL72 Blackwell Ultra specifically for agentic coding workflows, it delivers higher first attempt accuracy, reliable tool calling, and deep codebase understanding across repositories. The 1M token context window holds an entire… Source
Savings of up to $200 end October 16 for TechCrunch Founder Summit end on October 16. These savings for Founder and Investor Passes vanish after Friday. Join 1,000 founders and investors on November 4 at Boston’s SoWa Power Station. Bring your toughest questions and make the day count for your business.
LIBERO-PeRM benchmark for preference learning in robotic manipulation, evaluating zero-shot and learned preference satisfaction in embodied agents.
LLMs generate optimized quantum circuits via evolutionary framework, automating discovery of efficient quantum algorithms under reversibility constraints.