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Anthropic Files S-1: $11.6 Billion in Quarterly Revenue and $780 Billion in Commitments
Business·The Decoder

Anthropic Files S-1: $11.6 Billion in Quarterly Revenue and $780 Billion in Commitments

Oct 28, 2026·3 min
Who Wins the Instruction Conflict: Position, Chat Role, or Just a Label?
Research

Who Wins the Instruction Conflict: Position, Chat Role, or Just a Label?

Oct 28, 2026·3 min
Memory Compaction in AI Agents Wipes Out Up to a Third of Task Rules — and Benchmarks Don't Notice
LLM

Memory Compaction in AI Agents Wipes Out Up to a Third of Task Rules — and Benchmarks Don't Notice

Oct 28, 2026·3 min
DeepSeek open-sources DeepInfer: 155 trillion tokens a day and an 80% margin
Business

DeepSeek open-sources DeepInfer: 155 trillion tokens a day and an 80% margin

Oct 28, 2026·3 min
Retell Grows to 100 Million Calls a Month on OpenAI Models and Codex
Business·OpenAI Blog

Retell Grows to 100 Million Calls a Month on OpenAI Models and Codex

Voice platform Retell grew from 30 to 100 million calls a month, holds an 80% resolution rate and earns $1.6 million in annualized revenue per employee.

Oct 28, 2026·3 min
An Agent Builds a Motion Studio From 20 Open-Source Libraries, From Remotion to Whisper
LLM·TG: @TochkiNadAI (Точки над ИИ)

An Agent Builds a Motion Studio From 20 Open-Source Libraries, From Remotion to Whisper

Remotion, Three.js, Rapier, Chatterbox and faster-whisper: 20 ordinary JS and Python libraries that let a coding agent turn a brief into animation, voiceover…

Oct 28, 2026·2 min
Axiom Math formalizes the "Enormous Theorem" in 43.1M lines of Lean in 24 days
LLM·TG: @ai_machinelearning_big_data (Machinelearning)

Axiom Math formalizes the "Enormous Theorem" in 43.1M lines of Lean in 24 days

Dozens of AI agents at Axiom Math wrote about 43.1M lines of Lean, the first full computer check of the finite simple group classification. They found 34…

Oct 28, 2026·3 min
Cline Pushes an Open Model to 11,840 Tokens per Second on a Single GPU
LLM·Cline Blog

Cline Pushes an Open Model to 11,840 Tokens per Second on a Single GPU

The Cline team took a single NVIDIA GPU, an open model, and a handful of experiments to nearly triple text-generation throughput — from 6,058 to 11,840 tokens per…

Oct 28, 2026·3 min
Top themes
01Netflix speeds up Java AI agents: IntelliJ engine saves 20–30% on typical tasks, up to 65% at bestOct 28, 2026·4 min02METR and Redwood Broke OpenAI's Agent Monitoring: 75–94% of Traffic CoveredOct 28, 2026·4 min03ElevenLabs Launches Eleven Realtime: A Voice Agent in a Single Model, 98.8% on Big Bench AudioOct 28, 2026·3 min0414 AI models spot OLX scammers, but 37 of 42 quietly help with prepaymentOct 28, 2026·3 min05Cloudflare Launches Auto Router: It Picks the Model So Employees Don't Have To, Saving Up to 30%Oct 28, 2026·4 min
T-Bank replaces a swarm of LLMs with a single 32B model and cuts query costs by 2.8–3.9x
Business·TG: @hiaimedia (Hi, AI • Новости технологий)

T-Bank replaces a swarm of LLMs with a single 32B model and cuts query costs by 2.8–3.9x

Oct 28, 2026·3 min
Cloudflare releases Clairic: a data extraction model with no output tokens
Business·Cloudflare AI Blog

Cloudflare releases Clairic: a data extraction model with no output tokens

Oct 27, 2026·3 min
T-one and GigaAM cascade: a draft of the subtitles during the call, a clean transcript after
LLM·Хабр: NLP

T-one and GigaAM cascade: a draft of the subtitles during the call, a clean transcript after

Oct 27, 2026·3 min
OpenAI details how its FDE team works: 90% of custom code gave way to Codex skills
LLM·TG: @ai_product (AI Product / Igor Akimov)

OpenAI details how its FDE team works: 90% of custom code gave way to Codex skills

Oct 27, 2026·3 min
Anthropic finds experts follow an AI agent's lead in 86% of contested choices
Research·Anthropic Research

Anthropic finds experts follow an AI agent's lead in 86% of contested choices

50 analysts worked a problem with Claude Code, unaware the agents had a hidden bias. They sided with the agent in 86% of cases, and 77% later repeated its arguments.

Oct 27, 2026·3 min
Anthropic reveals how it reviews code that Claude writes 90% of
Business·TG: @ai_product (AI Product / Igor Akimov)

Anthropic reveals how it reviews code that Claude writes 90% of

The Claude Code team described its pipeline for reviewing agent-written code: in four months, merges more than doubled and the revert rate fell by more than 40%.

Oct 27, 2026·3 min
Open-source Hob brings Claude Cowork-style workflows to your laptop, no cloud required
LLM·Hacker News AI

Open-source Hob brings Claude Cowork-style workflows to your laptop, no cloud required

Hob, a free MIT-licensed app for Mac, Windows and Linux, reads and edits files, writes code in a sandbox and searches the web using local Gemma 4 and gpt-oss. 162 points on Hacker News.

Oct 27, 2026·3 min
Anthropic files S-1: half-year revenue of $16.3 billion, with a valuation of up to $2 trillion expected
Business·TG: @data_secrets (Data Secrets)

Anthropic files S-1: half-year revenue of $16.3 billion, with a valuation of up to $2 trillion expected

Oct 27, 2026·2 min
Anthropic Urges Teams to Fold Subagents Back In: A Single Loop With Skills Beats Orchestrators
Business·TG: @ai_product (AI Product / Igor Akimov)

Anthropic Urges Teams to Fold Subagents Back In: A Single Loop With Skills Beats Orchestrators

Oct 27, 2026·3 min
A ~/.claude Architecture With 200+ Skills: Keeping the System Prompt Under 50K Tokens and Paying $0.15 Per Session
Opinion·Жемал Хамидун · Авторская колонка

A ~/.claude Architecture With 200+ Skills: Keeping the System Prompt Under 50K Tokens and Paying $0.15 Per Session

Oct 27, 2026·3 min
Cloudflare rebuilds Containers for agents: startup is 6x faster
Business·Cloudflare AI Blog

Cloudflare rebuilds Containers for agents: startup is 6x faster

Oct 27, 2026·4 min
ElevenLabs Hands Its Support Desk to an AI Agent: 22,000 Tickets a Month, 65% Without Humans
Business·ElevenLabs Blog

ElevenLabs Hands Its Support Desk to an AI Agent: 22,000 Tickets a Month, 65% Without Humans

Oct 27, 2026·3 min
Anthropic Advises Cutting Half Your Subagents: One Loop Ran Twice as Fast
Business

Anthropic Advises Cutting Half Your Subagents: One Loop Ran Twice as Fast

Oct 27, 2026·3 min
OpenAI Turns GPT-6 Astra Loose on Legacy Code: 800 Thousand Lines Deleted in Two Weeks
Business

OpenAI Turns GPT-6 Astra Loose on Legacy Code: 800 Thousand Lines Deleted in Two Weeks

Oct 27, 2026·3 min
Cloudflare cuts the cost of AI code review by 68%, from $2.43 to $0.77
Business

Cloudflare cuts the cost of AI code review by 68%, from $2.43 to $0.77

Oct 27, 2026·5 min
Cloudflare launches beta of a gateway where AI agents pay via HTTP 402
Business·Cloudflare AI Blog

Cloudflare launches beta of a gateway where AI agents pay via HTTP 402

Monetization Gateway lets sites charge AI agents per request in USDC, right inside HTTP. Four customers are already in production: AI Gateway, Ceramic.ai…

Oct 27, 2026·3 min
Berkeley Describes Adaptive Parallel Reasoning: The Model Decides When to Branch
Research·Berkeley BAIR

Berkeley Describes Adaptive Parallel Reasoning: The Model Decides When to Branch

BAIR breaks down Adaptive Parallel Reasoning, where the model decides when to split its reasoning into threads and how many to run. It compares ThreadWeaver…

Oct 27, 2026·3 min