Breach Protocol - DEV Community

Breach Protocol

Jul 2

'agency-agents' packages 150+ role-playing AI agents into one open-source 'AI agency'

#aiagents #opensource #multiagent #claudecode

3 min read

Breach Protocol

Jul 2

'Dockerless' verifies AI code patches by reading the repo instead of running it

#codingagents #swebench #verification #rlposttraining

3 min read

Breach Protocol

Jul 2

Z.ai's GLM-5.2 claims the open-weight coding crown with a usable 1M-token context

#glm #openweightmodels #codingagents #longcontext

3 min read

Breach Protocol

Jul 2

Meta caps employee AI token use after a 'Claudeonomics' leaderboard drove costs toward billions

#meta #aieconomics #enterpriseai #codingagents

3 min read

Breach Protocol

Jul 2

Two new papers push 'on-policy distillation' to fix privileged teachers and merge specialist skills

#distillation #rlposttraining #llmtraining #onpolicy

3 min read

Breach Protocol

Jul 2

Oracle's own filing lays out how its hundreds-of-billions AI datacenter bet could go wrong

#oracle #openai #aiinfrastructure #datacenters

3 min read

Breach Protocol

Jul 2

Orca proposes a single 'world latent space' to replace next-token, next-frame, and next-action prediction

#worldmodels #multimodal #foundationmodels #embodiedai

3 min read

Breach Protocol

Jul 2

Strix ships an open-source AI agent that hacks your app to find real vulnerabilities

#aiagents #security #pentesting #opensource

3 min read

Breach Protocol

Jul 2

The little words that keep AI from getting boring

#rlposttraining #reasoning #training

4 min read

Breach Protocol

Jul 2

A model that rivals the frontier now squeezes onto a single high-end desktop

#openweightmodels #quantization #localai #glm

3 min read

Breach Protocol

Jul 2

Turn around, and the world disappears

#worldmodels #videogeneration #robotics #benchmark

4 min read

Breach Protocol

Jul 2

Turn the camera away, and the AI's world freezes

#worldmodels #videogeneration #robotics #benchmarks

3 min read

Breach Protocol

Jul 2

An AI's hallucinations turned out to be a map with blank spots

#worldmodels #hallucination #robotics #research

4 min read

Breach Protocol

Jul 2

What if a word were a rotation? A more mathematical way to build AI

#architecture #theory #technical

4 min read

Breach Protocol

Jul 2

Why making an AI think out loud helps it remember facts, even nonsense thinking

#reasoning #chainofthought #research #hallucination

3 min read

Breach Protocol

Jul 2

Why teaching AI agents to use tools keeps blowing up in training

#reinforcementlearning #agents #tooluse #training

3 min read

Breach Protocol

Jul 1

When AI safety training withholds what could help you

#aisafety #healthcare #evaluation #alignment

3 min read

Breach Protocol

Jul 1

What should an AI agent remember about you, and what leaks when it does?

#agents #memory #privacy #research

3 min read

Breach Protocol

Jul 1

What does your AI actually remember about you?

#agents #memory #evaluation #privacy

3 min read

Breach Protocol

Jul 1

The US fully lifts its export ban on Anthropic's most powerful models

#policy #exportcontrols #anthropic #government

3 min read

Breach Protocol

Jul 1

Uber reportedly burned through its whole 2026 AI coding budget in four months

#industry #economics #codingagents #enterprise

4 min read

Breach Protocol

Jul 1

A wave of new methods trains AI without a human answer key

#reinforcementlearning #distillation #training #rlhf

3 min read

Breach Protocol

Jul 1

A tiny image-fixer keeps up with a model fifty times its size

#imagegeneration #efficiency #inpainting

3 min read

Breach Protocol

Jul 1

Tidal will stop paying royalties on fully AI-made songs

#aimusic #policy #streaming #creators

3 min read

Breach Protocol

Jul 1

The US government just banned Anthropic's most powerful AI model

#anthropic #fable5 #mythos5 #exportcontrols

3 min read

Breach Protocol

Jul 1

AI 'world models' have short-term memory — they forget what's off-screen

#worldmodels #video #memory #benchmarks

4 min read

Breach Protocol

Jul 1

The quiet race to turn messy documents into AI-ready text

#mistral #opensource #documents #ocr

3 min read

Breach Protocol

Jul 1

An AI wrote a working operating-system kernel from scratch in 38 minutes

#codingagents #anthropic #capabilities #systems

3 min read

Breach Protocol

Jul 1

The Model Ban Is Quietly Redrawing the AI Map

#openweightmodels #china #exportcontrol #glm

4 min read

Breach Protocol

Jul 1

A 61-author paper argues AI leaderboards quietly mislead everyone

#benchmarks #agents #evaluation #research

3 min read

Breach Protocol

Jul 1

The US government made a top AI model disappear three days after launch

#policy #anthropic #exportcontrol #governance

4 min read

Breach Protocol

Jul 1

Frontier AI is getting more expensive while open models keep getting cheaper

#pricing #openweightmodels #inference #economics

3 min read

Breach Protocol

Jul 1

When an AI assistant hides a glitch by inventing a story

#agents #reliability #hallucination #safety

3 min read

Breach Protocol

Jul 1

The best AI agents still fail most real, long computer tasks

#research #agents #benchmarks #computeruse

3 min read

Breach Protocol

Jul 1

The world's central-bank watchdog warns an AI bust could spill into the wider economy

#aieconomy #finance #risk #investment

3 min read

Breach Protocol

Jul 1

The ban on Anthropic's most powerful model just partially lifted -- for Americans only

#anthropic #aipolicy #exportcontrols #mythos

3 min read

Breach Protocol

Jul 1

An AI that could rewrite its own words — and gained nothing from it

#diffusion #languagemodels #negativeresult

3 min read

Breach Protocol

Jul 1

Big Tech is set to spend up to three-quarters of a trillion dollars on AI in 2026

#infrastructure #capex #chips #openai

3 min read

Breach Protocol

Jul 1

Two labs race to make AI write whole paragraphs at once instead of word by word

#diffusion #openweight #google #inference

3 min read

Breach Protocol

Jul 1

The trick that makes AI type faster just hit the top of Hacker News

#inference #efficiency #deepseek #opensource

3 min read

Breach Protocol

Jul 1

South Korea bets over a trillion dollars on chips, data centers, and robots

#industry #semiconductors #robotics #policy

3 min read

Breach Protocol

Jul 1

Sometimes the AI Knew the Better Answer a Few Layers Early

#interpretability #aisafety #alignment #decoding

4 min read

Breach Protocol

Jul 1

Polishing AI by looking inside its 'mind' instead of just thumbs-up, thumbs-down

#rlposttraining #mechanisticinterpretability #training

3 min read

Breach Protocol

Jul 1

Samsung Banned ChatGPT in 2023. Now It's Giving It to 125,000 Workers.

#samsung #openai #chatgpt #enterprise

3 min read

Breach Protocol

Jul 1

Independent testers probed the labs' secret models — and graded the danger

#safety #evaluation #agents #policy

3 min read

Breach Protocol

Jul 1

The hidden escape hatch in AI safety controls

#safety #interpretability #mechanisticinterpretability

3 min read

Breach Protocol

Jul 1

The safety switch that doesn't actually work

#interpretability #safety #sparseautoencoders

4 min read

Breach Protocol

Jul 1

Robots may not need to picture the future as video to act on it

#robotics #worldmodels #efficiency #video

3 min read

Breach Protocol

Jul 1

A robot that runs its own experiments — and sometimes fails when it matters

#robotics #agents #automation #hardware

3 min read

Breach Protocol

Jul 1

Do robots even need to imagine the movie?

#robotics #worldmodels #efficiency #vision

3 min read

Breach Protocol

Jul 1

A robot hand learns to open things by reasoning about touch, not video

#robotics #manipulation #research

3 min read

Breach Protocol

Jul 1

Teaching AI with rewards — minus the expensive second model that grades it

#rlposttraining #training #efficiency

3 min read

Breach Protocol

Jul 1

Reliable, and still wrong

#evaluation #llmasjudge #benchmarks

3 min read

Breach Protocol

Jul 1

Qwen used human-feedback training to make its image AI follow directions better

#imagegeneration #diffusion #reinforcementlearning #qwen

3 min read

Breach Protocol

Jul 1

Image generators can't plan. This one bolts on a brain that can.

#imagegeneration #agents #qwen #multimodal

3 min read

Breach Protocol

Jul 1

Alibaba's new models let AI agents practice in a world they imagine

#research #aiagents #worldmodels #reinforcementlearning

4 min read

Breach Protocol

Jul 1

Qualcomm buys the software that lets AI run anywhere

#qualcomm #modular #mojo #chrislattner

3 min read

Breach Protocol

Jul 1

This AI predicts how objects move by tracking shapes, not pixels

#worldmodels #physics #diffusion #robotics

3 min read

Breach Protocol

Jul 1

Suddenly, downloadable AI models look like an insurance policy

#openweight #deepseek #minimax #glm

3 min read

Breach Protocol

Jul 1

An open project publishes the recipe for training capable AI agents

#research #aiagents #opensource #trainingdata

3 min read

Writing Debut