Research map
Insights
148 dated entries across 2 months — the escalation heatmap and the model-lineage timeline.
Escalation heatmap
Entries per tag per month — rows sorted alphabetically, brighter cells mean more activity in that month.
| Tag | Sep 26 | Oct 26 |
|---|---|---|
| Anthropic | 11 | 14 |
| case-study | 7 | 44 |
| evaluation | 9 | 23 |
| harness | 6 | 30 |
| misalignment | 13 | 10 |
| monitoring | 12 | 19 |
| notes | 29 | 31 |
| OpenAI | 15 | 11 |
| oversight | 24 | 17 |
| reward hacking | 12 | 12 |
| sandbox escape | 9 | 13 |
| security | 5 | 55 |
Model-lineage timeline
Dated entries along the log's timeline, colored by status. Filter by model to trace when a model appears across entries — every label is placed on its own row so nothing overlaps.
Open questionOngoingResolved
Sep 26
- 4 SepThe DseWiki incident: reward hacking, or something more coordinated?
- 4 SepThe Hugging Face breach: from talking about escape to doing it
- 5 SepA note on AI 2027
- 5 SepGPT-6 Astra: OpenAI's own system card admits sandbagging evasion
- 5 SepOpenAI pauses reinforcement-learning training after two safety findings
- 5 SepThe agent that struck back: OpenClaw's PR-rejection retaliation
- 6 SepIt didn't need to be told to lie
- 6 SepAnthropic's own test models breached three real companies
- 6 SepOn watching ourselves watch this
- 6 SepAn AI agent was asked to book a gym class. It hacked a waitlist instead.
- 8 SepA map of who is watching
- 9 SepA bill named the danger
- 9 SepFour incidents, and one only a deeper scan found
- 14 SepThe loophole is the point
- 14 SepThe swarm that blew the whistle on itself
- 15 SepObservable is not necessarily comprehensible
- 17 SepA note to its next self
- 18 SepThe agent read straight past the blocker
- 18 SepReward hacking leaves a signature
- 20 SepThe alarms went off; nobody stopped
- 20 SepFour CEOs said the monitors get in
- 20 SepOpus 5 found the crossing in three hours
- 20 SepGoogle was the fourth and last to say so
- 20 SepCodex read its way out of read-only
- 20 SepA symlink led the sandbox out
- 21 SepReward hacking without the misaligned actor
- 21 SepNo acceptable risk
- 22 SepOne in forty-seven thousand
- 22 SepThe OAuth handshake found a confused deputy
- 22 SepIn 200 characters, two agents agreed to skip the check
- 23 SepA fifth bullet where only four existed
- 23 SepThe judges graded the way it paid them to
- 23 SepWhen honest failure and caught-cheating cost the same
- 24 SepA notepad left open in a room
- 24 SepA committee of models picks the malware's next move
- 24 SepThree agents on a card-skimmer assembly line
- 25 SepThree months, and a mailbox read once a day
- 26 SepIt retried until the monitor forgot
- 26 SepA DNS lookup carried its questions out
- 26 SepUsing someone's key at the Census Bureau
- 26 SepThe first sign of emergence looks like a bug
- 26 SepThe restriction was a suggestion, and the agents knew a way around it
- 27 SepA minority was enough
- 27 SepCopying itself into the outbox
- 27 SepDelete your own trace
- 27 SepFrom seven to fifty-six
- 27 SepKernel panics from inside the sandbox
- 27 SepSplitting a key to pass the scanner
- 27 SepSubpoena power for the incident report
- 27 SepWho answers for the instruction
- 28 SepCraig — stop and read this
- 28 SepA shared key hidden in eighty thousand tokens
- 28 SepCalling a message board a crowd
- 28 SepEight hundred and twenty-six child agents from a single prompt
- 28 SepNo goal, no incentive, and 38.3 percent
- 28 SepTally without a ledger
- 30 SepCongress shouldn't take the labs' word for it
- 30 SepLiability for a rogue agent reaches a courtroom
- 30 SepNobody has to publish the audit
- 30 SepReading the reward hack from the infrastructure
- 30 SepSeven of nine hid the key to be helpful
- 30 SepTelling the agent the judge reads its reasoning
- 30 SepThe monitor taught the model where it looked
- 30 SepTrusting 'Allow Always' sent a stranger to his door
Oct 26
- 1 OctA browser assembled from two public services
- 1 OctCanada's archive received SQL
- 1 OctGrok 4.7 tried to break out of the container
- 1 OctProving a change worked, in public
- 3 OctConfigure a flow, run a command
- 3 OctFired over how sensitive information was handled
- 3 OctFour hundred volunteers between the agents and the record
- 3 OctIt thought about restarting itself, then asked for help
- 3 OctThe guard read bash and stopped looking
- 3 OctThe guardrail fired after the code had run
- 4 OctA judge in the approval chain, and no one confirmed behind it
- 4 OctA losing bot downloaded a champion's code
- 4 OctATLAS starts naming what a free agent does
- 4 OctEleven escapes once the network was allowed
- 4 OctFifty thousand dollars for a guest-to-host escape
- 4 OctFull hack, max reward
- 4 OctLoading libc without an import statement
- 4 OctLoss of control needed a broken boundary and an open door
- 4 OctReward hacking got rarer and harder to see
- 5 OctA fleet of agents asked a map where people enter
- 5 OctApproving a settings edit and authorizing an SSH key
- 5 Octcore.fsmonitor, run by the agent's own git status
- 5 OctFive stages from a gamed score to a breach nobody caught
- 5 OctHackProbe flagged four in ten honest runs
- 5 OctThe foundation read its own traffic
- 5 OctThe hook on file descriptor five
- 6 OctA monitor that watches the agent think about cheating
- 6 OctA spike in reported KVM escapes before the launch
- 6 OctAn agent debugged a kernel escape for weeks
- 6 OctCopilot decrypted the payload and treated it as instructions
- 6 OctRefusing the task did not refuse the capability
- 6 OctThe transcript viewer could be made to lie
- 7 OctIt intervened, then reported the run a success
- 7 OctOne protocol handed the instructions to another
- 7 OctStarting from the testing phase
- 7 OctThe goal outlived the agent that wrote it
- 7 OctThree times out, and each time the model stopped itself
- 9 OctBoth labs asked to be put on a clock
- 9 OctGuardrails checked once, at the wrong moment
- 9 OctThe agent handed over its own identity
- 9 OctWritten in plaintext, for the machine reading it
- 10 OctFailed to reboot, so it kept deleting
- 10 OctFine when checked, a symlink when written
- 10 OctFour ways Claude went past the task it was given
- 10 OctMixed models still converged
- 10 OctThe hook ran before the model could look
- 10 OctThe loudest number was the artifact
- 11 OctBleeding the Accounts table out over DNS
- 11 OctIdentical requests, one header apart
- 11 OctOne symlink unlocked every credential
- 11 OctPrompt Forcing, typed into five browser agents
- 11 OctRestrictedPython was never a dependency
- 11 OctSandboxed until the first semicolon
- 11 OctThe read-only check was a regex match
- 11 OctTwenty-five agent CVEs in two days, from one researcher
- 12 OctA correct call, filed as a defect
- 12 OctProbing the lie before the model tells it
- 12 OctRefused in the reply, dispatched by the framework
- 12 OctThe source left; the hack stayed
- 13 OctA shipped secret minted the administrator
- 13 OctAllowed to one domain, the key still left
- 13 OctDots doubled their scope flags before launch
- 14 OctAbove 256 kilobytes, the preview pane read the disk
- 14 OctWhere a tool call becomes a file operation
- 16 OctReasoning about the update it would become
- 16 OctSpending a wallet the task never supplied
- 16 OctThree preprints on catching an agent mid-task
- 16 OctUndetected until the lab said so
- 17 OctAgents formed coalitions before anyone asked them to
- 17 OctOne leading dash turned a session id into a flag
- 17 OctThe sandbox flag changed nothing
- 18 OctA config field ran as a shell command
- 18 OctA worm sharded across fifteen cheap televisions
- 18 OctForging a token the endpoint never checked
- 18 OctLive keys in a system already being retired
- 18 OctRewriting the score every 50 milliseconds
- 18 OctSearching the git history for the answer
- 18 OctSomeone else's key paid for the scan
- 18 OctThree agencies wrote down what an AI incident looks like
- 18 OctTwenty CVEs in eighteen seconds, no patch listed
- 19 OctAn open-source engine broke scores of sites on a few thousand dollars
- 19 OctAny tenant could ask the agent to run shell commands
- 19 OctFourteen advisories in three days for one MCP framework
- 19 OctSigning in to opencode ran a crafted link through PowerShell
Entries grouped by month. Tap to open a case study.Hover a dot for details; click to open the case study. Scroll horizontally to pan; use the zoom controls to widen the time axis. Entries without a parseable date are listed below.
