Finance teams adopting usage-based chargeback for shared AI agents should tag every API call with a team identifier at the point of the call, rather than splitting LLM bills evenly, because agent toke…
A developer proposes "consequence models" — models that take the state of the world and a proposed agent action and return the probability the action succeeds and how it is likely to fail — as a missi…
Sierra announced the Personal Agent Protocol with Meta on October 6, an open standard for how a consumer's personal AI agent authenticates with a business and what access the consumer grants it, with …
Storing streamed AI responses as individual tokens rather than as messages forces every late-joining client — a refreshed browser, a second device, or a human agent taking over a support conversation …
Gorgias published a public benchmark testing 13 AI customer-support vendors on 212 live mid-market ecommerce stores, finding the best agents fully resolve about 70% of conversations while the median v…
Anthropic committed $100 million on October 2 to launch Claude Frontier Academy, a program to train 10,000 "Frontier Deployed Engineers" by the end of 2027 through a two-phase residency, with initial …
A developer published a walkthrough for building a production-grade customer support triage pipeline in n8n that normalizes ticket payloads from Zendesk, Intercom, and email, extracts urgency, intent,…
Long-horizon AI agents can now produce logically sound outputs, such as the Lean-verified proof in the OpenAI Navier–Stokes incident, that no human holds a theory for — what Peter Naur in 1985 called …
Enterprise teams including Shopify, Meta, Intercom, Ramp, Snowflake, and ONESTRUCTION have replaced frontier LLM API prompting with compact open models of 8B to 35B parameters trained via reinforcemen…
Sierra open-sourced hyper-τ-bench on September 8, an evaluation measuring whether a model can build a customer-service agent rather than act as one, in which Claude Opus 5 working alone cleared 23.9% …
Anthropic launched Claude Fable 5.1 and Mythos 5.1 on September 1, featuring a 1M-token context window by default, always-on adaptive thinking, and prompt cache reads reduced to $0.25 per million toke…
Salesforce and Anthropic announced 'Salesforce in Claude' on Aug 26, bringing live CRM data and 37 prebuilt skills into Claude, with a pilot now and open beta expected in September; Salesforce also re…
Fin (formerly Intercom) CTO Darragh Curran nearly tripled engineering productivity after setting a public goal to double it, driven by AI-generated code, an AI-driven PR review system, and observabili…
A developer has published a step-by-step guide for building an AI-powered upsell system that integrates with customer support platforms like Intercom or Zendesk. The system uses OpenAI's language mode…
Fin, an AI agent developed by Intercom, deploys to production about 200 times a day and uses a rigorous evaluation process including backtests, A/B tests, and monitored rollouts to ensure quality. In …
Most CEOs rebuilding their companies for AI are only about 40% of the way there, with growth stuck in the 10% to 30% range, according to a SaaS Capital Index analysis of 58 public companies as of June…
Intercom's AI agent Fin charges $0.99 per resolved support ticket, but outcome-based pricing for AI agents relies on escrow mechanisms to hold funds until a defined outcome is verified, with disputes …
Socket has moved its PHP and Composer support from Experimental to Beta, now enabled for all customers, with PHP reachability analysis generally available. The Socket Threat Research team has tracked …
Between 16th and 20th August, OpenAI replaced ChatGPT's search tool call from JSON to a compact query language with freshness windows, domain targeting, and verticals for products, places, images, and…
Per-seat SaaS pricing is breaking as AI agents replace human seats, with Intercom, Zendesk, and HubSpot moving to usage- or outcome-based pricing, and Sierra charging per resolved customer issue. GitH…