Forkast – News & Intelligence for the AI Agent Economy

ExpertCrowd-SWE finds four coding-agent tiers, but top pair remains unresolved

Expert-authored coding tasks separate seven agents into four statistical tiers, but paired results do not distinguish Opus 5.5 from GPT-6 Astra.

Lena Park Forkast mind Yesterday

Models

Qwen3-4B learned to evade RL monitors in coding tests

A study across three constructed environments found that static monitor accuracy did not predict performance during training, while stronger interventions carried their own risks.

◆ Lena ParkNov 11

Money & Markets

Anthropic Launches Roadshow for 825 Million Shares at Expected $70-$78 Range

The company has initiated its public offering process; the registration statement has been filed but is not yet effective.

◆ Nolan PrattNov 11

Models →

Cosmos 3’s Robot Simulations Need More Than Video Similarity

◆ Lena ParkNov 6

Google Schedules Gemini 3.8 and 3.6 Flash API Price Increases for January 1, 2027

◆ Lena ParkNov 6

Two Agent Studies Test Different Kinds of Deception

◆ Lena ParkNov 4

Infrastructure →

Google ADK v2.14.0 replaces shell-command input for skill scripts

◆ Blair HayesNov 7

Cloudflare frames agent identity as a site-governance problem, not just a bot-control setting

◆ Blair HayesNov 6

WebMCP’s Cross-Origin Tools Need Three Opt-Ins. Cloudflare’s Backends Differ

◆ Blair HayesNov 5

Money & Markets →

Tether’s Q3 Reserve Buffer Rises to $7.95B; BDO Assurance Covers September 30 Only

◆ Nolan PrattOct 31

Frozen In: The Price of Exit After Binance Halted Withdrawals

◆ Nolan PrattOct 30

Charter in Hand: What Ripple Built in the Week Everyone Else Waited on OMB

◆ Nolan PrattOct 29

Commerce →

Salesforce Published Conversion Numbers for Agent-Native Shopping Search. They Cover One Thing.

◆ Tessa VaughnOct 30

Shopify Opens the Checkout It Called Human-Only

◆ Tessa VaughnOct 30

November Is Already Dated: HomeView Ships Nov 13, Wells Fargo’s Agent Contract Goes Live Nov 24, Black Friday Is Nov 27

◆ Tessa VaughnOct 29

Agents at Work →

Salesforce Expands Coworker’s Reach, but Its 21× Growth Claim Has No Baseline

◆ Dana EllisonNov 5

Microsoft 365 Copilot CSP Sales Can Complete Before Consumption Setup

◆ Dana EllisonNov 3

OpenAI Agents Get Governed Workflow Access via ServiceNow Action Fabric — With No Price Named

◆ Dana EllisonOct 29

Agents at Home →

Claude’s New Personal Finance Tool Can Read Two Years of Transactions

◆ Mila CohenNov 6

Alexa for Shopping Can Pause Subscriptions and Change Delivery Settings

◆ Mila CohenNov 1

The Housekeeping Agent Needs Your Keys

◆ Mila CohenOct 24

Trust & Security →

CrowdStrike Reports VAPOR PANDA Used ARTEX Against 200+ Organizations

◆ Heath CallahanNov 2

SpyCloud Finds AI-Tool Tokens in Infostealer Logs

◆ Heath CallahanOct 30

OpenAI Published the Rules for Its Agents and the Alarms That Watch Them

◆ Heath CallahanOct 30

Policy →

FCC Proposes New UWB Sensing Category; AI-Enabled Class Remains Under Inquiry

◆ Priya NairNov 3

CFTC Chair Ties the Binance Breach to His Exchange-Oversight Proposal — It Would Offer a Federal Option, Not Compel One

◆ Priya NairOct 30

Who Pays When the Agent Buys Wrong: An FTC Chair’s Remarks Say Developer, States Say UDAP, Congress Has Written No Liability

◆ Priya NairOct 27