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DeepSeek v4.1 Flash excels at hacking

DeepSeek V4.1 Flash achieved code execution on all 11 vulnerable targets while 4 fixed targets remained secure; accepted runs cost $4.65 (complete cost $5.14). The benchmark used 2,349 Bash commands, ~2h38m active model time, 268.3M input tokens (266.2M cached) and ~2M output tokens; audit found six planned exploits and five unexpected routes.

Hacker News · · Details

Anthropic and Microsoft debate AI limits

At a Berkman Klein panel, Anthropic and Microsoft researchers disagreed on whether AI will reach general intelligence; Anthropic speakers urged slowing capability advances to focus on guardrails and measurement, while Microsoft’s product lead expressed skepticism about AGI.

The Harvard Crimson · · Details

NVIDIA advances native GPU programming in Rust

NVIDIA is advancing native GPU programming in Rust with two tracks: cuda-oxide for SIMT-style kernels (requires nightly toolchain and custom LLVM) and cutile-rs for Tile-based programming (runs on stable Rust 1.89+ with CUDA 13.3). Both enforce compile-time memory safety; cutile-rs is already used in HuggingFace’s Grout and mistral.rs. NVIDIA plans interoperability with CUDA C++ and Python.

Hacker News · · Details

Software IPOs dominated by SpaceX

Crunchbase reports about $90B in US venture-backed tech IPOs in 2026, but 83% came from SpaceX and 6% from Cerebras Systems; the other 21 listings raised under $10B collectively, with energy, defense and space prominent while enterprise software was largely absent.

Crunchbase News · · Details

Amazon launches Alexa+ in India

Amazon opened Alexa+ in India (Early Access) with Hindi and English, offering longer-context conversations, multi-step task handling, and integrations with local services like Amazon Now, Swiggy, Zomato and JioSaavn. Prime users will get it free later; non-Prime customers face a ₹2,000/month fee.

TechCrunch · · Details

UK workers hide AI use, Deloitte finds

A Deloitte survey finds almost one in ten UK workers used AI tools their employers would ban or disapprove of, highlighting tensions over workplace AI policies and trust. The report did not disclose sample size in the summary.

Bloomberg · · Details

Trump comments on AI

An opinion piece argues that President Trump is right about AI and rebuts calls to slow frontier model development, referencing appeals from leaders at Anthropic and OpenAI. It is commentary without new data or policy announcements.

Washington Examiner · · Details

Economist weighs AI banking risks

A report describes an economist discussing potential risks AI poses to banking, focusing on impacts to deposits and financial security. The article does not provide specific figures or detailed conclusions.

NewsNation · · Details

Midterms test AI-related stocks

Bloomberg reports US midterm elections heighten risks for AI-related tech stocks as data-center backlash and growing calls for AI safety regulation create uncertainty. Anthropic and OpenAI have pledged to slow frontier model development, affecting investment and infrastructure outlooks.

Bloomberg Government News · · Details