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Only Wed, October 28, 2026 · All dates →

Anthropic files for IPO expected in November

Reuters reports Anthropic has filed a preliminary prospectus with the SEC for an IPO expected in mid-November. The filing describes AI evolving from assistive tools into autonomous systems that run projects for days or weeks, spawning 'virtual colleagues' with access to corporate files, software and databases. Claude Code writes, updates, tests and debugs code automatically, Claude Cowork extends this to administrative work, and the company envisions running millions of agents in parallel.

صوت الإمارات ·

Reddit User Predicts GPU Price Crash Next Year

A Reddit user predicts a sharp GPU price drop next year, citing a single GB300 rack serving all of OpenRouter's traffic, half of data center buildouts cancelled or stalled, neoclouds struggling to finance debt, AI adoption lagging expectations, and smaller models handling most requests. This is personal speculation, not industry data.

r/LocalLLaMA ·

ASMPT Revenue Jumps 49% on AI Demand

ASMPT posted its fastest revenue growth of the year, up 49% to HK$5.25 billion ($669 million), driven by AI hardware demand. Its semiconductor division slightly missed estimates, and Q4 revenue is guided at $670-730 million.

Bloomberg ·

Anthropic expands GSA deal with 40% Claude discount for agencies

Anthropic expanded its GSA partnership to give government agencies a 40% discount on Claude Enterprise, Claude for Government and the Claude API, covering direct and cloud purchases. About 500 US government organizations use Claude, federal civilian usage grew roughly 20-fold in a year, and the deal is estimated to save the government $1 billion.

Hacker News ·

Open repo collects 20 next-concept modeling studies

An independent researcher open-sourced 20 exploratory studies on Next-Concept Modeling, GPT-2 mechanistic interpretability and model controls, with full code and results including negative findings. The project claims no performance breakthroughs and stresses reproducibility and controls.

r/MachineLearning ·

Developer shares spec-first agentic development workflow

A developer describes building 'Agent Smith' spec-first since early 2026: over 1,000 specifications have produced roughly 500k lines of code. Each spec gets one branch and worktree, changes pass review and a gate before commit, and state in context.yaml lets work resume after restarts.

Hacker News ·

Baidu releases Unlimited-OCR 2 for unbounded document parsing

Baidu released Unlimited-OCR 2, built on Sparse Reference Sliding Window Attention (SR-SWA), which compresses text-visual attention into a fixed-size reference set (e.g., 512 tokens) so decoding latency and memory stay nearly constant regardless of document length. It claims state-of-the-art results on benchmarks such as MPDocBench and the hundred-page MarathonDocBench.

r/LocalLLaMA ·
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