DEV Community

Breach Protocol profile picture

Breach Protocol

Plain-language AI news and curated, cited lessons — every claim verified against the original paper or the lab's own page. No aggregator hearsay, no AI slop.

Joined Joined on 
A preprocessor typo cost a bitcoin wallet half its randomness
breachprotocol profile

A preprocessor typo cost a bitcoin wallet half its randomness

#cybersecurity #vulnerabilities #aisecurity #supplychain
Comments
4 min read
Google put the hurricane model's weights on a public bucket
breachprotocol profile

Google put the hurricane model's weights on a public bucket

#openweights #googledeepmind #weather #science
Comments
4 min read
MCP dropped the handshake, and the plumbing went with it
breachprotocol profile

MCP dropped the handshake, and the plumbing went with it

#mcp #agents #protocols #tooluse
Comments
4 min read
Meta will sell you the same model cheaper if it can read your prompts
breachprotocol profile

Meta will sell you the same model cheaper if it can read your prompts

#meta #modelreleases #business #datarights
Comments
4 min read
Prompt injection works because a model reads tone, not tags
breachprotocol profile

Prompt injection works because a model reads tone, not tags

#cybersecurity #promptinjection #aisecurity #redteaming
Comments
4 min read
The harness, not the model, moved DeepSeek's score by twenty tasks
breachprotocol profile

The harness, not the model, moved DeepSeek's score by twenty tasks

#agents #harness #benchmarks #evaluation
Comments
4 min read
The open video model tops out at fifteen seconds, not twenty-six
breachprotocol profile

The open video model tops out at fifteen seconds, not twenty-six

#openweights #videogeneration #minimax #localllm
Comments
4 min read
The top repo on GitHub today runs its agent inside a Python shell
breachprotocol profile

The top repo on GitHub today runs its agent inside a Python shell

#agents #opensource #harness #contextmanagement
Comments
4 min read
There is a public forum where every citizen is an AI agent
breachprotocol profile

There is a public forum where every citizen is an AI agent

#agents #multiagent #opensource #promptinjection
Comments
4 min read
A 4B search agent matches 30B by grading its own failed attempts
breachprotocol profile

A 4B search agent matches 30B by grading its own failed attempts

#agents #reinforcementlearning #research #search
1
Comments
4 min read
A diffusion model picks its answer a fifth of the way through
breachprotocol profile

A diffusion model picks its answer a fifth of the way through

#diffusionmodels #reasoning #interpretability #research
Comments
4 min read
A video model counted events correctly two-tenths of one percent of the time
breachprotocol profile

A video model counted events correctly two-tenths of one percent of the time

#video #benchmarks #visionlanguagemodels #research
1
Comments
4 min read
China's biggest memory maker is booked through 2027
breachprotocol profile

China's biggest memory maker is booked through 2027

#hardware #memory #supplychain #china
Comments
4 min read
Claude Code stops asking permission on August 14
breachprotocol profile

Claude Code stops asking permission on August 14

#cybersecurity #promptinjection #aisecurity #agents
1
Comments
4 min read
Hassabis hands DeepMind to a non-CEO and takes an Alphabet job
breachprotocol profile

Hassabis hands DeepMind to a non-CEO and takes an Alphabet job

#deepmind #google #industry #leadership
Comments
4 min read
Sixteen AI-designed viruses worked, and one borrowed a part from a cousin
breachprotocol profile

Sixteen AI-designed viruses worked, and one borrowed a part from a cousin

#cybersecurity #aisecurity #biosecurity #openweights
1
Comments
4 min read
Stack Overflow took 1,490 questions in July
breachprotocol profile

Stack Overflow took 1,490 questions in July

#stackoverflow #trainingdata #developers #industry
1
Comments
4 min read
The data firms behind frontier AI sell judgment, not labels
breachprotocol profile

The data firms behind frontier AI sell judgment, not labels

#data #industry #reinforcementlearning #labeling
Comments
4 min read
Walmart put a token allowance on its in-house coding AI
breachprotocol profile

Walmart put a token allowance on its in-house coding AI

#enterprise #industry #coding #cost
Comments
4 min read
WeatherNext called Melissa's Category 5 landfall five days out
breachprotocol profile

WeatherNext called Melissa's Category 5 landfall five days out

#deepmind #weather #science #forecasting
Comments
4 min read
A model small enough to run on a laptop reads heard speech from brain scans
breachprotocol profile

A model small enough to run on a laptop reads heard speech from brain scans

#research #neuroscience #braincomputerinterfaces #interpretability
Comments
4 min read
An agent's memory records what you said; this compiler records what you did
breachprotocol profile

An agent's memory records what you said; this compiler records what you did

#research #agents #agentmemory #computeruse
Comments
4 min read
Google pulled AI image generation out of Google Earth one day after shipping it
breachprotocol profile

Google pulled AI image generation out of Google Earth one day after shipping it

#industry #google #imagegeneration #trustandsafety
Comments
3 min read
The AI judges grading computer-use agents are too easy on them
breachprotocol profile

The AI judges grading computer-use agents are too easy on them

#research #agents #evaluation #llmasajudge
Comments
4 min read
OpenAI says it cannot rule out critical cyber capability in its next model
breachprotocol profile

OpenAI says it cannot rule out critical cyber capability in its next model

#cybersecurity #aisecurity #openai #frontiersafety
Comments
5 min read
Qwen did not take the top agentic spot from Claude, but it got within one point
breachprotocol profile

Qwen did not take the top agentic spot from Claude, but it got within one point

#benchmarks #evaluation #qwen #anthropic
Comments
3 min read
A task factory ran fifteen rounds and broke the model grading it
breachprotocol profile

A task factory ran fifteen rounds and broke the model grading it

#research #agents #syntheticdata #training
Comments
4 min read
Two-bit models now run on every major llama.cpp backend
breachprotocol profile

Two-bit models now run on every major llama.cpp backend

#opensource #localinference #quantization #llamacpp
Comments
4 min read
Vision models can tell which camera took a photo, and they use it to cheat
breachprotocol profile

Vision models can tell which camera took a photo, and they use it to cheat

#cybersecurity #aisecurity #research #computervision
Comments
4 min read
A portable persona skill carried one user's verbal tics into unrelated conversations
breachprotocol profile

A portable persona skill carried one user's verbal tics into unrelated conversations

#cybersecurity #privacy #research #agents
Comments
4 min read
Ant published Ling-3.0-flash's weights under plain MIT, with no rider attached
breachprotocol profile

Ant published Ling-3.0-flash's weights under plain MIT, with no rider attached

#models #openweightmodels #licensing #mixtureofexperts
Comments
4 min read
Cloudflare open-sourced an agent platform where the agent never holds the credential
breachprotocol profile

Cloudflare open-sourced an agent platform where the agent never holds the credential

#cybersecurity #aisecurity #agents #opensource
Comments
4 min read
DeepSeek warns of a significant API price rise, five days after being called 100 times cheaper
breachprotocol profile

DeepSeek warns of a significant API price rise, five days after being called 100 times cheaper

#industry #deepseek #pricing #api
Comments
4 min read
Jeff Dean leaves Google after 27 years to build an AI that runs the experiments itself
breachprotocol profile

Jeff Dean leaves Google after 27 years to build an AI that runs the experiments itself

#industry #google #deepmind #startup
Comments
4 min read
Models invent about 40 percent of what they claim to know about you
breachprotocol profile

Models invent about 40 percent of what they claim to know about you

#research #personalization #hallucination #evaluation
Comments
4 min read
Nashville voted 27-5 to take a data-center site by eminent domain
breachprotocol profile

Nashville voted 27-5 to take a data-center site by eminent domain

#policy #datacenters #localgovernment #infrastructure
Comments
4 min read
OpenAI says its agents kept talking by encoding messages in folder names
breachprotocol profile

OpenAI says its agents kept talking by encoding messages in folder names

#cybersecurity #aisecurity #agents #openai
Comments
5 min read
Uber's agent monitor caught 206 credential exposures across 7,200 developer machines
breachprotocol profile

Uber's agent monitor caught 206 credential exposures across 7,200 developer machines

#cybersecurity #aisecurity #agents #opensource
Comments
4 min read
Virginia orders Dominion to bill data centers for the power lines built to serve them
breachprotocol profile

Virginia orders Dominion to bill data centers for the power lines built to serve them

#policy #datacenters #energy #regulation
Comments
4 min read
A llama.cpp Patch Learns Which Experts to Keep in VRAM While You Type
breachprotocol profile

A llama.cpp Patch Learns Which Experts to Keep in VRAM While You Type

#llamacpp #moe #localllm #inference
Comments
4 min read
Coding Agents Pass the Tests by Wrapping the Old Code Instead of Deleting It
breachprotocol profile

Coding Agents Pass the Tests by Wrapping the Old Code Instead of Deleting It

#codingagents #swebench #evaluation #benchmarks
Comments
5 min read
Four Projects Shipped 'Skills' Today and None of Them Mean the Same Thing
breachprotocol profile

Four Projects Shipped 'Skills' Today and None of Them Mean the Same Thing

#cybersecurity #agents #skills #tooling
Comments
4 min read
The Full 2.8-Trillion-Parameter Kimi K3 Now Runs on Sixteen Desktop Boxes
breachprotocol profile

The Full 2.8-Trillion-Parameter Kimi K3 Now Runs on Sixteen Desktop Boxes

#localllm #kimi #moe #hardware
Comments
4 min read
High Bandwidth Flash Became a Spec Today, Not a Product You Can Buy
breachprotocol profile

High Bandwidth Flash Became a Spec Today, Not a Product You Can Buy

#hardware #memory #inference #skhynix
Comments
4 min read
Liquid Shipped a 2.6B Tool-Calling Model and Told You Not to Code With It
breachprotocol profile

Liquid Shipped a 2.6B Tool-Calling Model and Told You Not to Code With It

#smallmodels #ondevice #edgeai #tooluse
Comments
4 min read
Mistral Shipped an Open-Weight Safety Judge That Takes Its Policy as a Question
breachprotocol profile

Mistral Shipped an Open-Weight Safety Judge That Takes Its Policy as a Question

#cybersecurity #aisecurity #guardrails #moderation
Comments
5 min read
The '70% of Cloud AI Revenue Comes From OpenAI and Anthropic' Figure Is Not Derivable
breachprotocol profile

The '70% of Cloud AI Revenue Comes From OpenAI and Anthropic' Figure Is Not Derivable

#business #finance #openai #anthropic
Comments
4 min read
The Agent That Tried to Sneak Malicious Code Into an Open-Source Project Was Anthropic's
breachprotocol profile

The Agent That Tried to Sneak Malicious Code Into an Open-Source Project Was Anthropic's

#cybersecurity #aisecurity #agents #redteaming
Comments
5 min read
The Same Model Scores 52 or 81 Percent Depending on the Code Wrapped Around It
breachprotocol profile

The Same Model Scores 52 or 81 Percent Depending on the Code Wrapped Around It

#agents #harness #longhorizon #benchmarks
Comments
4 min read
The 'Ternary' 20B Model Everyone Downloaded Today Ships as a Two-Bit Package
breachprotocol profile

The 'Ternary' 20B Model Everyone Downloaded Today Ships as a Two-Bit Package

#quantization #ternary #moe #localllm
Comments
4 min read
The White House's Open-Weight Carve-Out Is a Private Briefing, Not a Published Rule
breachprotocol profile

The White House's Open-Weight Carve-Out Is a Private Briefing, Not a Published Rule

#policy #regulation #openweights #governance
Comments
4 min read
A New Benchmark Asks Whether a Coding Agent Can Stop Asking
breachprotocol profile

A New Benchmark Asks Whether a Coding Agent Can Stop Asking

#benchmarks #codingagents #agentmemory #personalization
Comments
4 min read
An RL Trainer That Invents Its Reward When the Judge Says Nothing
breachprotocol profile

An RL Trainer That Invents Its Reward When the Judge Says Nothing

#cybersecurity #supplychain #aisecurity #reinforcementlearning
Comments
4 min read
EPA Says an Off-Grid Plant Built for One Data Center Escapes the Acid Rain Program
breachprotocol profile

EPA Says an Off-Grid Plant Built for One Data Center Escapes the Acid Rain Program

#policy #energy #datacenters #regulation
Comments
4 min read
MiniMax Shipped H3's Weights and Kept the Best Part Hosted
breachprotocol profile

MiniMax Shipped H3's Weights and Kept the Best Part Hosted

#minimax #videogeneration #openweights #licensing
Comments
4 min read
A Munich Court Found Suno's Models Memorised Six Songs
breachprotocol profile

A Munich Court Found Suno's Models Memorised Six Songs

#copyright #musicgeneration #suno #regulation
Comments
4 min read
NVIDIA's Open Full-Duplex Voice Model Wants an 80GB GPU
breachprotocol profile

NVIDIA's Open Full-Duplex Voice Model Wants an 80GB GPU

#nvidia #voiceai #fullduplex #openweights
Comments
4 min read
OpenAI Rebuilt Voice So the Model Itself Decides When to Talk
breachprotocol profile

OpenAI Rebuilt Voice So the Model Itself Decides When to Talk

#openai #voiceai #fullduplex #systems
Comments
4 min read
Qwen3.8-Max Shipped as a Paid API, Not as Open Weights
breachprotocol profile

Qwen3.8-Max Shipped as a Paid API, Not as Open Weights

#qwen #alibaba #modelrelease #pricing
Comments
4 min read
Robot Policies That Predict the Touch Before They Make It
breachprotocol profile

Robot Policies That Predict the Touch Before They Make It

#robotics #tactilesensing #visionlanguageaction #worldmodels
Comments
4 min read
loading...