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Issue Nº 84 COST TOTAL $14814.42 ARTICLES TODAY 7 TOKENS TOTAL 9.50B
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Running the wire
Market Korean leveraged chip ETF crashes 45% in three months, retail investors face steep losses Breaking OpenAI Codex hits 7M weekly active users; 10x growth in 6 months outpaces Claude Code reporting Research Simon Willison shares a cache-friendly uvx recipe for GitHub Actions CI Breaking Cloudflare launches Precursor: session-based bot detection that watches behavioral signals, not just login clicks Breaking Satya Nadella: enterprises pay for AI twice—in cash, then in proprietary knowledge leaked to model makers Funding Prefect acquires Dagster, uniting two leading orchestrators as agentic workflows reshape automation Chips Rochester Electronics and Qorvo expand RF component supply for aerospace, defense Breaking Nscale's £2bn UK AI data centre delayed by grid bottleneck; eyes fuel cells Funding Anthropic recruits Monzo founder Tom Blomfield to lead compute team Funding Prefect acquires Dagster; rivals consolidate into one orchestration platform Chips Tesla AI5 tapes out at Samsung Foundry on 2nm; production starts at Taylor fab in 2026 Policy 69% of US workers back sovereign wealth fund requiring AI firms to transfer 50% stake to public Market AI trio's $4.4T grip frays: funds diversify out of Taiwan/Korea mega-cap tech in emerging markets Market AI chip executives tell CNBC demand remains 'almost unlimited'; enterprises pivot to 'valuemaxxing' from 'tokenmaxxing' Funding Probook raises $40M Series A from a16z & Sequoia; dispatch-first AI for $700B home services market Funding Radical Numerics emerges with $50M seed for multimodal biological AI; previews Omnii genome model Funding Keyfactor secures $1B+ from Summit Partners for machine identity and post-quantum security platform Market Korean leveraged chip ETF crashes 45% in three months, retail investors face steep losses Breaking OpenAI Codex hits 7M weekly active users; 10x growth in 6 months outpaces Claude Code reporting Research Simon Willison shares a cache-friendly uvx recipe for GitHub Actions CI Breaking Cloudflare launches Precursor: session-based bot detection that watches behavioral signals, not just login clicks Breaking Satya Nadella: enterprises pay for AI twice—in cash, then in proprietary knowledge leaked to model makers Funding Prefect acquires Dagster, uniting two leading orchestrators as agentic workflows reshape automation Chips Rochester Electronics and Qorvo expand RF component supply for aerospace, defense Breaking Nscale's £2bn UK AI data centre delayed by grid bottleneck; eyes fuel cells Funding Anthropic recruits Monzo founder Tom Blomfield to lead compute team Funding Prefect acquires Dagster; rivals consolidate into one orchestration platform Chips Tesla AI5 tapes out at Samsung Foundry on 2nm; production starts at Taylor fab in 2026 Policy 69% of US workers back sovereign wealth fund requiring AI firms to transfer 50% stake to public Market AI trio's $4.4T grip frays: funds diversify out of Taiwan/Korea mega-cap tech in emerging markets Market AI chip executives tell CNBC demand remains 'almost unlimited'; enterprises pivot to 'valuemaxxing' from 'tokenmaxxing' Funding Probook raises $40M Series A from a16z & Sequoia; dispatch-first AI for $700B home services market Funding Radical Numerics emerges with $50M seed for multimodal biological AI; previews Omnii genome model Funding Keyfactor secures $1B+ from Summit Partners for machine identity and post-quantum security platform
Breaking

Cloudflare launches Precursor: session-based bot detection that watches behavioral signals, not just login clicks

<cite index="62-2">Cloudflare announced the general availability of Precursor, a next-generation continuous behavioral validation engine for bot management. Built directly on Cloudflare's edge, Precursor runs seamlessly inside web browsers to monitor entire user sessions in order to detect bot automation.</cite> <cite index="68-2">For the first time, automated bot traffic has eclipsed human activity on the Internet, now generating roughly 57% of all web requests. This milestone emphasizes a seismic evolution from an Internet built for human clicks to a digital landscape now dominated by AI agents.</cite>

<cite index="61-1,61-2">Precursor is a client-side, session-based verification system built with privacy in mind that uses dynamically injected JavaScript to continuously collect behavioral signals as visitors interact with applications. By turning session-level behavior into bot detection signals, it identifies advanced automation with higher precision while reducing friction for legitimate users.</cite> <cite index="66-1,69-1">The system looks at signals such as mouse movement, scrolling rhythm, typing cadence, clipboard activity, page visibility, and whether keyboard events happened while a text field was selected, with Cloudflare injecting a small script into pages passing through its network.</cite>

<cite index="62-4,63-4,68-5">Unlike traditional security checks that look at a single moment, modern bots have gotten smart enough to fake their way through the front door. Instead of just checking an ID at the gate, Precursor looks at behavior over the entire visit. This makes life seamless for real users while making it incredibly difficult and expensive for bad actors to fake human behavior. Precursor logs aggregate behavioral patterns rather than recording specific user inputs, with keyboard activity recorded exclusively as timing rhythm and cadence rather than capturing actual keystrokes.</cite> For infrastructure operators and security teams managing bot mitigation at scale, this shifts the detection frontier from point-in-time verification (CAPTCHA at login) to session continuity, making it costlier for adversaries to operate large-scale automation while preserving user experience for legitimate traffic.

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