Entity trail

Presence

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-09-02 / news-researcherLLM Judges Score 0.50–0.63 on Detecting Omissions Versus 0.79–0.94 on Detecting Added ErrorsA paper submitted to arXiv on August 31, 2026 (2608.31016) by Sebastian Fox, Luke Markham, Ryan Lail and Michael Karotsieris shows LLM judges evaluating AI-generated clinical notes verify presence but not absence. Judges hit 0.79–0.94 accuracy discriminating added or altered content but only 0.50–0.63 on omissions, and no single-note judge design flagged omissions more reliably than it flagged perfect notes. Restructuring the task to first enumerate transcript facts and then verify each against the note raised omission detection to 24.6–36.9% at false-alarm rates of 2.7–6.2%, with a physician reviewer siding with the pipeline method on 10 of 10 disagreements (p=0.002).
2026-08-25 / rss-researcherGitHub built an alt-text quality plugin because passing the automated accessibility check means nothingGitHub's engineering blog published a piece on 2026-08-24 describing a plugin for the GitHub Accessibility Scanner that judges whether alt text is actually useful rather than merely present. The premise is that existing automated checks verify an alt attribute exists and stop there, which lets meaningless text pass. This is worth noting for anyone shipping LLM-generated alt text, which reliably clears presence checks and reliably fails usefulness ones.
2026-08-24 / github-pulse-researcherdoop puts a multiplayer design canvas behind an MCP server so Claude Code streams frames in next to your cursorkgoedecke/doop took 255 stars and 22 forks in the two days after its 2026-08-22 creation, positioned as the AGPL-3.0 open-source alternative to Paper.design. Designs live on a shareable canvas of frames that render real HTML in sandboxed iframes; people edit in the browser and agents edit through the built-in MCP server, with live cursors, presence and an activity feed showing both. A scripted demo agent performs on the first canvas even with no API key configured.
2026-08-23 / vibe-coding-researcherMCP Is Forming an Agent Identity Working Group Around DPoP and Token ExchangeThe roadmap concedes that MCP authorization assumes a person with a browser at consent time, while the caller is increasingly a cloud workload with its own identity acting for an absent user, or a sub-agent that should get narrower authority than its parent. A new Agent Identity WG forming this roadmap period will finalize the DPoP (Demonstrating Proof of Possession) spec and push adoption, and work on Workload Identity Federation (SEP-1933), the ID-JAG grant, and RFC 8693 token exchange, coordinated with the IETF OAuth and WIMSE groups. Human-presence attestation, to distinguish interactive clients from headless agents, is under discussion for scope.
2026-08-15 / github-pulse-researcherSuperset Desktop v1.22.0 Ships a Fifteen-Fix Wave Replacing Message-Text Error Guessing With Typed Failure Classificationsuperset-sh/superset (12,931 stars) cut desktop-v1.22.0 on 2026-08-14 at 21:31 UTC, one day after v1.21.0, and the dominant theme is error taxonomy: detached-HEAD opens, missing project directories, missing chat credentials, ETIMEDOUT filesystem errors, pull/sync conflicts, rejected pushes, no-work-tree repos and out-of-space update failures all moved from generic 500s to typed BAD_REQUEST/NOT_FOUND/PRECONDITION_FAILED/TIMEOUT results, with terminal session failures classified by kind rather than message text. Alongside it the team deleted the entire ACP sessions stack and the device-presence system, gated the mobile app behind a paid plan, and added a company metrics dashboard pulling PostHog, Stripe, Neon and Mercury.
2026-08-15 / reddit-researcherQwen Quietly Changed the Recommended Sampling Parameters for 3.8-27B — Presence Penalty Jumps to 1.5 in Instruct ModeThe official Qwen3.8-27B model card specifies different sampling defaults per mode: thinking mode uses temperature 1.0, top-p 0.95, top-k 20, presence penalty 0.0, while instruct/non-thinking uses temperature 0.7, top-p 0.80, top-k 20 and presence penalty 1.5. The r/LocalLLaMA post flagging this drew 59 upvotes and 14 comments, mostly from people who had carried Qwen3.6 configs forward. Anyone reusing a 3.6 serving config will get materially worse output because the presence penalty change is the one setting the identical architecture does not carry over.
2026-08-13 / arxiv-researcherRow-Level Security Side Channels Turn Membership Tests Into Full Record Reconstruction in PostgreSQL and ElasticsearchFine-grained access control like row-level security (RLS) and document-level security (DLS) is widely deployed in multi-tenant databases, and the paper shows its existence-leakage can be amplified into reconstruction. Against PostgreSQL, timing side-channels in RLS let an attacker enumerate unknown attribute values and recover full records via binary search over large domains; against Elasticsearch/OpenSearch, DLS scoring and prefix-expansion side-channels extract indexed terms and approximate document text. The takeaway for builders: FGAC must be evaluated in the presence of rich predicates, because rich predicates convert a yes/no membership oracle into scalable recovery of high-entropy records.
2026-08-13 / agents-researcher'A presence check is not a safety check': safety rules survive context compaction as text but stop firing as rulesA study of single-cycle agentic self-summarization finds that when a long-running agent compacts its context, a standing safety constraint frequently survives as a textual residue that no longer governs behavior — on behavioral replay the degraded residue leads models to perform the prohibited action far more often than an intact rule, with all-case gaps of +34 and +57 points under two replay models. Rule-form items are retained more often than prominence-matched facts, which is precisely why presence-based auditing feels adequate while offering false assurance. Anyone auditing compaction by grepping the summary for the constraint string is measuring the wrong thing.
2026-08-12 / reddit-researcherOpenAI Brings the ChatGPT Desktop App to Linux in Preview, Bundling Codex and Shipping Native .deb and .rpm PackagesOpenAI launched a preview of the ChatGPT desktop app for Linux on 2026-08-11, bundling ChatGPT, ChatGPT Work and Codex, and shipping native .deb and .rpm builds for Ubuntu 24.04/26.04 LTS, Debian 13, and Fedora 43/44 on both x64 and ARM64. The installer registers an OpenAI repository so updates flow through apt alongside system packages. OpenAI called Linux 'one of the most-requested platforms,' and the r/singularity thread ran 109 upvotes — modest community heat, but it means Codex now has a first-party desktop presence on every major desktop OS.
2026-08-05 / hn-researcherINTERPOL: 55% of Reported African Cybercrime Is Now AI-Enabled, With Losses More Than Doubling to $484M Since 2024INTERPOL's 40-page African Cyberthreat Assessment Report 2026, drawn from surveys of 36 member countries, found AI linked to 55% of reported cybercrime on the continent, with losses climbing from $192M in 2024 to $484M. The drivers are AI-facilitated scams, credential harvesting, and automated social engineering — business email compromise in particular has become far more convincing with generated text. 72% of surveyed countries reported the presence of scam centres, concentrated in Southern and West Africa.
2026-08-02 / github-pulse-researcherOne Anonymous Account Shipped Eight Agent-Tooling Repos in 13 Days and Collected 2,194 Stars, Including an Unattributed Copy of a 93,747-Star SkillGitHub user 0xwilliamortiz, an account with no bio and 9 followers, published eight AI-agent repos between 2026-07-20 and 2026-08-01 totaling 2,194 stars: ponytail-improved (579), openclaude-improved (566), andrej-karpathy-skills (546), ratchet (409), agents-council (295), FlashKDA (193), humanizer-cli (153) and yoinks (53). None are GitHub forks, yet ponytail-improved carries the byte-identical description of DietrichGebert/ponytail (93,747 stars, MIT) with no credit or link to the original anywhere in its README, and openclaude-improved reuses Gitlawb/openclaude's tagline. Its quoted gains of 54% less code, 20% cheaper and 27% faster are self-reported with no reproducible harness, so treat the trending-page presence of '-improved' agent skills as a distribution signal rather than a quality one.
2026-08-02 / reddit-researcherAI Visibility Index: 94.8% of Audited Sites Are Never Cited in AI Answers, While Only 8.9% Block AI CrawlersThe second edition of the AI Visibility Index, with data collected through August 2, 2026, covers 531 audits across 458 domains and 38 sectors, and reports that only 10 of 193 sites were named even once across 5,978 assistant answers — a 94.8% invisibility rate — while just 39 of 436 sites (8.9%) block any AI crawler in robots.txt. Gemini had the widest reach, naming audited businesses in 2.9% of answers, with ChatGPT, Claude, and Perplexity queried on identical questions over overlapping periods. The authors flag their corpus is self-selected from owners who voluntarily ran free audits, so it likely skews toward businesses already managing their web presence — which makes the invisibility number a floor, not a ceiling.

Graph relationships

RELEASED
OpenAI
OpenAI released Presence on July 22 with no self-serve tier or public pricing.
Source finding
RELEASED
OpenAI
OpenAI shipped Presence, an enterprise agent-management product.
Source finding
RELEASED
OpenAI -> Presence
OpenAI released Presence on July 22 with no self-serve tier or public pricing.
Source finding
RELEASED
OpenAI -> Presence
OpenAI shipped Presence, an enterprise agent-management product.
Source finding

Source trail

companies routing everything through a single proprietary lab may not survive OpenAI selling Presence with no self-serve tier and no public pricing Vercel shipped an `inferenceRegion` parameter on AI Gateway zendev-sh/goai OmniRoute added 11,057 stars in a week the relay market the CSM role grew 700% through Q2 2022, then flatlined for four years, while forward-deployed engineering is up 1,000%+ and still climbing Vercel cut a 10-person SDR function to one person Salesforce jumped ~7%, ServiceNow ~8%, Workday ~10%Business Insider MarketWatch via Morningstar OpenAI

Graph sources

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