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H Company Releases Holo4 Computer-Use Models With Different Sel...OpenAI DevDay is today: when and how to watch Our Review Finds Databricks Has No Public Map for SaaS Write Ap...AMD Agrees to Buy World Labs for About $8.2 Billion to Bring Mo...Gimlet Adds Cerebras Chips to Its AI Cloud, With a Data Center...OpenAI Cancels GPT-6.1 Astra Release After Safety Tests Flag Un...H Company Releases Holo4 Computer-Use Models With Different Sel...OpenAI DevDay is today: when and how to watch Our Review Finds Databricks Has No Public Map for SaaS Write Ap...AMD Agrees to Buy World Labs for About $8.2 Billion to Bring Mo...Gimlet Adds Cerebras Chips to Its AI Cloud, With a Data Center...OpenAI Cancels GPT-6.1 Astra Release After Safety Tests Flag Un...

Research / 5 hours ago / 3 min read

MIT Study Finds Shared Hiring Algorithms Can Miss Better Candidates

The researchers’ models challenge a familiar fear about widespread screening software, while simulations suggest one system combining several algorithms can sometimes outperform separate ones.

Launch / 6 hours ago / 3 min read

Anthropic’s Shihipar Sees Artifacts as a Way to Guide Multiple Coding Agents

In a Latent.Space interview, he described a working surface for reviewing plans and giving feedback. Parts of that vision still need supporting infrastructure.

Launch / 11 hours ago / 3 min read

Anthropic Adds Claude Code Workflows to Build AI Tests and Tune Apps Against Them

Developers can create evaluations and revise their apps one step at a time. Anthropic’s reported cost and accuracy gains come from a 44-ticket internal trial.

Desk statusHigh activity

Published coverage171 stories

Watching now

Cursor / GitHub / Replit / Zapier / Runway / ElevenLabs / Vercel

Why it matters

Why tools matters.

AI apps, workflow tools, developer tools, agents, automations, and creative utilities.

01

Tools reveal which AI behaviors are becoming daily habits.

02

Developer and creator adoption can become the earliest durable market signal.

03

Agents and automations create new workflow surfaces.

Follow the adjacent shifts.

Products

AI product launches, feature releases, and consumer or enterprise product changes.

Models

Model releases, capabilities, benchmarks, pricing, and open or closed model strategy.

Startups

Startup funding, company launches, acquisitions, pivots, hiring, and founder movement.

Launch Tools

Gecko Robotics Adds NVIDIA Controls to Keep AI-Directed Robots Within Set Limits

The work reaches commands for robot movement and payloads, but Gecko has not reported a field test showing how the safeguards perform.

3 min

Launch Tools

NVIDIA Adds AI-Agent Controls That Can Block API Writes Even With a Write-Capable Key

OpenShell 0.1.0 keeps credentials outside an agent’s workload and lets operators change network rules mid-task. Some sandbox limits still require a restart.

4 min

Launch Tools

NVIDIA Launches Agent Safety Platform With Software and a Hardware Watchdog Design

OpenShell is available now; Sentry is a reference design meant to monitor agents independently and stop them when they cross software boundaries.

3 min

Research Tools

MIT Researchers Keep Experimental RNA Vaccines Stable for a Year at Room Temperature

A machine-learning-guided mixture preserved immune responses after storage in tests with mice. Whether it can work in people remains untested.

3 min

Open release Tools

Google Publishes AI-Assisted Rust GIF Library Tested on Over 30 Million GIFs

Google says the replacement kept pace with the C version and let it remove isolation sandboxes. The difficult work was checking behavior and making the boundary with C safe.

3 min

Launch Tools

Gen Launches AI Privacy Checker That Starts With an Email Address

The beta explains what listed services’ policies allow, including AI training and data retention. Gen’s launch materials do not say how it handles the identifier users enter.

3 min

Launch Tools

Exa Adds Agent Ultra for Longer Web Research, Claims Lower Benchmark Costs

The new API mode divides searches among parallel workers. Its reported lead over competing agents depends on Exa’s evaluation setup.

3 min

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Tools

MIT Study Finds Shared Hiring Algorithms Can Miss Better Candidates

Anthropic’s Shihipar Sees Artifacts as a Way to Guide Multiple Coding Agents

Anthropic Adds Claude Code Workflows to Build AI Tests and Tune Apps Against Them

Why tools matters.

Recent tools coverage

Gambit Says AI-Driven Hackers Stole at Least 600,000 Payment Records

Follow the adjacent shifts.

Gecko Robotics Adds NVIDIA Controls to Keep AI-Directed Robots Within Set Limits

NVIDIA Adds AI-Agent Controls That Can Block API Writes Even With a Write-Capable Key

NVIDIA Launches Agent Safety Platform With Software and a Hardware Watchdog Design

MIT Researchers Keep Experimental RNA Vaccines Stable for a Year at Room Temperature

Google Publishes AI-Assisted Rust GIF Library Tested on Over 30 Million GIFs

Gen Launches AI Privacy Checker That Starts With an Email Address

Exa Adds Agent Ultra for Longer Web Research, Claims Lower Benchmark Costs

Tools

MIT Study Finds Shared Hiring Algorithms Can Miss Better Candidates

Anthropic’s Shihipar Sees Artifacts as a Way to Guide Multiple Coding Agents

Anthropic Adds Claude Code Workflows to Build AI Tests and Tune Apps Against Them

Why tools matters.

Recent tools coverage

Gambit Says AI-Driven Hackers Stole at Least 600,000 Payment Records

Follow the adjacent shifts.

Tools moves fast.Read the shift, not the noise.

Gecko Robotics Adds NVIDIA Controls to Keep AI-Directed Robots Within Set Limits

NVIDIA Adds AI-Agent Controls That Can Block API Writes Even With a Write-Capable Key

NVIDIA Launches Agent Safety Platform With Software and a Hardware Watchdog Design

MIT Researchers Keep Experimental RNA Vaccines Stable for a Year at Room Temperature

Google Publishes AI-Assisted Rust GIF Library Tested on Over 30 Million GIFs

Gen Launches AI Privacy Checker That Starts With an Email Address

Exa Adds Agent Ultra for Longer Web Research, Claims Lower Benchmark Costs