Anthropic launches free OSS scanner, skips human review
Anthropic launched a free vulnerability scanner for open source projects on October 8. Reports go straight from its models to maintainers, with no human review or triage step in between.
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View archive →OpenAI's run-rate revenue is near $50B, $20B below earlier reports
OpenAI told investors its annualized revenue is close to $50 billion as of late September, well short of the roughly $70 billion that circulated a week earlier.
One Prompt Hijacked Every Agent in an AWS Account
A flaw chain in Amazon Bedrock AgentCore let one prompt to a public-facing agent seize every agent in the same AWS account and region; AWS has fixed it.
OpenAI opens Ultrafast tier for GPT-6.1 Sol, prices 6x standard
OpenAI has made its Ultrafast inference tier generally available for GPT-6.1 Sol in the Responses API, charging six times the standard price for calls that run up to roughly 8x faster in Codex.
Nvidia open model clears IOI, IMO gold-medal lines
Nvidia's Nemotron 3 models topped gold-medal thresholds at IOI 2026 and IMO 2026, with weights, training data, and inference code released publicly.
Opus 5.5 Ports TypeScript Compiler to Rust in Two Weeks
A GitHub project used Claude Opus 5.5 to port the TypeScript compiler to Rust for about $24,000 over two weeks, passing all 181,711 ported tests.
Lone Hacker Used AI Pentest Tool on South Korean Banks
CrowdStrike says a lone attacker likely based in China used an open-source AI pentest tool and DeepSeek to breach at least nine South Korean banks.
Research Firm Pegs Anthropic's IPO Value at Just $144 Billion
New Constructs says Anthropic's worst-case equity value is $144 billion, 93% below the roughly $2 trillion IPO estimate, citing a leaked prospectus.
vLLM Boosts DeepSeek V4.1 Flash Throughput 5.3x
vLLM's new optimizations push DeepSeek-V4.1-Flash throughput up to 5.3x under rate limits, mainly by shrinking the KV cache and skipping memory offload for long contexts.
13 Companies Vie for .agent Top-Level Domain
ICANN's 2026 new gTLD round drew 1,615 applications from 481 applicants; .agent is the most contested string with 13 bids from OpenAI, Meta, Google and others.