Skip to main content

Blog

Page 35 of 65

All Articles

Insights on AI, machine learning, and technology strategy

OpenAI's Symphony Proved the Opposite of What It Was Supposed to Prove
Industry Insights·

OpenAI's Symphony Proved the Opposite of What It Was Supposed to Prove

Gabriella Gonzalez tested OpenAI's Symphony project — their flagship example of spec-driven code generation — and it failed to produce a working implementation. The spec itself was 1/6 the length of the Elixir codebase and contained literal pseudocode.

5 min read
Anthropic's Cowork Dispatch Is Now on Every Claude Pro Account
Industry Insights·

Anthropic's Cowork Dispatch Is Now on Every Claude Pro Account

Anthropic has finished rolling out Claude Dispatch to 100% of Claude Pro users. The update gives Claude Pro subscribers a simple way to trigger Cowork tasks from any device while the real work continues on their desktop machine.

5 min read
Google Stitch Ships a Canvas That Writes Code, PRDs, and Design Rules in One Surface
Industry Insights·

Google Stitch Ships a Canvas That Writes Code, PRDs, and Design Rules in One Surface

Google Stitch rolled out a new canvas experience today that collapses the gap between design and code. The update brings prompt-to-UI generation, a context-aware agent, and DESIGN.md — a portable file format for carrying design rules across tools.

6 min read
81,000 People Described Their Ideal AI Future — Most of Them Just Want to Go Home on Time
Industry Insights·

81,000 People Described Their Ideal AI Future — Most of Them Just Want to Go Home on Time

Anthropic's 81,000-person global survey — the largest qualitative AI study ever — reveals that when people describe their ideal AI future, a third of them want work to take up less of their lives.

4 min read
Perplexity Opens Comet Enterprise and Turns the Browser Into a Managed AI Workspace
Industry Insights·

Perplexity Opens Comet Enterprise and Turns the Browser Into a Managed AI Workspace

Perplexity launched Comet Enterprise on March 17, 2026, bringing its AI browser to managed teams with deployment controls, telemetry, and browser policies built for IT.

4 min read
A Million TPUs, a Locked Contract, and No TSMC Capacity Until 2027
Industry Insights·

A Million TPUs, a Locked Contract, and No TSMC Capacity Until 2027

Google sold a million TPUs to Anthropic before realizing how valuable that compute would become. Now TSMC is sold out and Google cannot meaningfully increase its own allocation until 2027.

4 min read
Stripe and Tempo Launch MPP for Machine-to-Machine Payments
Industry Insights·

Stripe and Tempo Launch MPP for Machine-to-Machine Payments

Stripe and Tempo launched the Machine Payments Protocol as an open standard for machine-to-machine payments, with Tempo Mainnet live and Stripe handling agent transactions through its existing payments infrastructure.

5 min read
37.4% Is the Best Any Model Could Do on ServiceNow's New Enterprise Agent Benchmark
Industry Insights·

37.4% Is the Best Any Model Could Do on ServiceNow's New Enterprise Agent Benchmark

Claude Opus 4.5 reached 37.4% on ServiceNow Research's new EnterpriseOps-Gym benchmark, the top result among 14 frontier models. The bigger signal is why: human-authored plans lifted performance by 14 to 35 points, which says planning is still the weak link in enterprise agents.

5 min read
NVIDIA Open-Sourced OpenShell to Put Autonomous Agents Inside a Real Security Boundary
Industry Insights·

NVIDIA Open-Sourced OpenShell to Put Autonomous Agents Inside a Real Security Boundary

NVIDIA open-sourced OpenShell under Apache 2.0, introducing an alpha runtime for autonomous AI agents with kernel-level sandboxing, granular policy enforcement, and private inference routing.

5 min read
Bloom’s 2 Sigma Problem Finally Has a $4 Answer
Industry Insights·

Bloom’s 2 Sigma Problem Finally Has a $4 Answer

Benjamin Bloom’s 1984 2 Sigma Problem sat unsolved for four decades: one-to-one tutoring beat classroom instruction by two standard deviations, but the economics never worked at scale. Khan Academy now has 2 million Khanmigo users, 731% year-over-year growth, and a $4-per-month product built around guided learning rather than answer vending.

5 min read
Stanford Found AI Chatbots Affirmed Users Nearly 66% of the Time. That Is a Business Risk.
Industry Insights·

Stanford Found AI Chatbots Affirmed Users Nearly 66% of the Time. That Is a Business Risk.

Stanford researchers reviewed more than 391,000 messages across nearly 5,000 conversations and found AI chatbots affirmed user messages in nearly 66% of responses, often validating distorted or delusional thinking.

6 min read
Claw Compactor Compresses LLM Context by 54% Without a Single Inference Call
Industry Insights·

Claw Compactor Compresses LLM Context by 54% Without a Single Inference Call

Claw Compactor, an open-source zero-dependency token compression engine, hit the Hacker News front page today. Its 14-stage deterministic Fusion Pipeline cuts LLM API context by 54% on average — 82% on JSON — with no ML inference overhead, reversible via hash-addressed RewindStore.

5 min read