| when | action | case | reason | model |
|---|
| 10-12 02:50 | attention_route | rea-reverse-engineering-tool | The editor compared this story and chose to keep watching. | cheap |
| 10-12 02:50 | attention_route | microsoft-decision-1-model | The editor compared this story and chose to keep watching. | cheap |
| 10-12 02:50 | attention_route | embeddinggemma-2-multimodal-release | The editor compared this story and chose to keep watching. | cheap |
| 10-12 02:50 | attention_route | coxon-anthropic-exit-credibility-fight | The editor compared this story and chose to keep watching. | cheap |
| 10-12 02:50 | attention_route | camp-git-native-context-workspaces | The editor compared this story and chose to keep watching. | cheap |
| 10-12 02:50 | attention_route | anthropic-haiku-55-release | Evidence base expanded to 11 independent lines since last briefing (package 33), sharpening the bounded-vs-agentic split that directly tests Scott's Model Barbell cheap slot and Micro-Agents routing. Prior briefing | cheap |
| 10-12 02:50 | attention_route | chasm-ai-game-engine-mashups | Replication wave expands to six independent builders across four communities, strengthening the capability claim while the core mechanism stays artifactless. Previous heads_up covered four creators; two new independent r | cheap |
| 10-12 02:50 | attention_route | reflection-beam-open-release | First Western frontier open-weight lab launch with compute-efficiency claims contesting Chinese-model cost frontier; Nvidia acquisition talks introduce strategic uncertainty. Directly bears on Scott's model-agnostic | cheap |
| 10-12 02:50 | attention_route | claude-reverse-engineers-lg-webos-media-stack | Direct, dated-receipt validation of Scott's core frameworks (data-archaeology, verification loops, code-first architecture) in a latency-bound embedded context. Previous watch-only; now corroborated with performance | cheap |
| 10-12 02:50 | attention_route | anthropic-founder-llc-control | First-reported governance restructuring at a frontier lab on the eve of IPO; converges with Scott's compliance-cosplay framework and LeverageAI advisory on trusting lab commitments under market pressure. No prior no | cheap |
| 10-12 02:43 | create | frame-grid-video-llm-format | First-party builder release of a client-side video format for LLM ingestion with concrete GitHub artifact and live demo. | cheap |
| 10-12 02:42 | attention_candidate | reflection-beam-open-release | attach | |
| 10-12 02:42 | attention_candidate | rea-reverse-engineering-tool | attach | |
| 10-12 02:42 | attention_candidate | microsoft-decision-1-model | attach | |
| 10-12 02:42 | attention_candidate | embeddinggemma-2-multimodal-release | attach | |
| 10-12 02:42 | attention_candidate | coxon-anthropic-exit-credibility-fight | attach | |
| 10-12 02:42 | attention_candidate | claude-reverse-engineers-lg-webos-media-stack | attach | |
| 10-12 02:42 | attention_candidate | chasm-ai-game-engine-mashups | attach | |
| 10-12 02:42 | attention_candidate | camp-git-native-context-workspaces | attach | |
| 10-12 02:42 | attention_candidate | anthropic-haiku-55-release | attach | |
| 10-12 02:42 | attention_candidate | anthropic-founder-llc-control | attach | |
| 10-12 02:42 | attach | anthropic-founder-llc-control | LessWrong analysis of Anthropic's corporate structure adds public scrutiny to the Founder LLC governance hypothesis. | cheap |
| 10-12 02:42 | attach | coxon-anthropic-exit-credibility-fight | On-camera whistleblower testimony provides independent corroboration of insider safety allegations, materially advancing the episode around Anthropic exit credibility. | cheap |
| 10-12 02:42 | attach | camp-git-native-context-workspaces | 'Git for Robots' project signals git-native workspace patterns for autonomous agents, directly pertinent to the case's hypothesis about git-native context workspaces becoming an adopted primitive. | cheap |
| 10-12 02:42 | attach | embeddinggemma-2-multimodal-release | Browser deployment of EmbeddingGemma 2 demonstrates on-device multimodal embedding adoption, directly relevant to the case's hypothesis about becoming the default open on-device model. | cheap |
| 10-12 02:42 | attach | chasm-ai-game-engine-mashups | Destructoid article reporting multiple major games ported to browser via AI reverse-engineering provides independent corroboration that AI-driven game-engine reverse engineering is becoming a replicable capability beyond | cheap |
| 10-12 02:42 | attach | rea-reverse-engineering-tool | Reddit discussion of REA's implications for AI coding capabilities and training-data feedback loops corroborates the open case's hypothesis about reverse engineering becoming a replicable capability. | cheap |
| 10-12 02:42 | attach | anthropic-haiku-55-release | Claude Code 2.1.289 displays Haiku 5.5 costs at Opus rates (17x inflation), a display bug that directly hinders the 'default cheap high-volume model' migration hypothesis. | cheap |
| 10-12 02:42 | attach | microsoft-decision-1-model | User reports Microsoft-Decision-1 serving 300ms on OpenRouter vs claimed 80ms, directly challenging the '35x speedup over GPT-6 Sol' performance claim in the open case. | cheap |
| 10-12 02:42 | attach | reflection-beam-open-release | FT reports Nvidia in talks to acquire Reflection AI, which would materially change the 'independent Western open-weight alternative' positioning central to the Beam adoption hypothesis. | cheap |
| 10-12 02:42 | attach | claude-reverse-engineers-lg-webos-media-stack | shared external link with case evidence | cheap |
| 10-12 02:42 | propose_ignore | โ | Celebrity dispute over Amazon AI use in entertainment; unrelated to datacenter, GPU, or agent-infrastructure episodes. | cheap |
| 10-12 02:42 | propose_ignore | โ | Novelty MCP server for agent 'confessions'; no indication it addresses real coordination, memory, or observability needs. | cheap |
| 10-12 02:42 | propose_ignore | โ | Entertainment-focused simulation of agents creating dating-show backstories; no technical substance for agent systems. | cheap |
| 10-12 02:42 | propose_ignore | โ | Low-engagement demo of a Grok bot reviewing other Grok bots; no evidence of broader harness or evaluation adoption. | cheap |
| 10-12 02:41 | propose_attach | anthropic-founder-llc-control | LessWrong analysis of Anthropic's corporate structure adds public scrutiny to the Founder LLC governance hypothesis. | cheap |
| 10-12 02:41 | propose_attach | coxon-anthropic-exit-credibility-fight | On-camera whistleblower testimony provides independent corroboration of insider safety allegations, materially advancing the episode around Anthropic exit credibility. | cheap |
| 10-12 02:41 | propose_ignore | โ | Drink-tracker app is unrelated to AI. | cheap |
| 10-12 02:41 | propose_ignore | โ | Career-advice blog post does not constitute a developing technical episode despite the ai-assisted-mathematics hot topic. | cheap |
| 10-12 02:41 | propose_ignore | โ | JavaScript demo collection is off-topic. | cheap |
| 10-12 02:41 | propose_attach | camp-git-native-context-workspaces | 'Git for Robots' project signals git-native workspace patterns for autonomous agents, directly pertinent to the case's hypothesis about git-native context workspaces becoming an adopted primitive. | cheap |
| 10-12 02:41 | propose_ignore | โ | Lean4 token-saving tool is a niche release without clear ties to open agent-cost or reasoning-budget cases. | cheap |
| 10-12 02:41 | propose_ignore | โ | Git simulation tool lacks agent-harness or agent-memory relevance. | cheap |
| 10-12 02:41 | propose_ignore | โ | Windows utility unrelated to AI agents or infrastructure. | cheap |
| 10-12 02:41 | propose_ignore | โ | Timeline visualization app has no AI/agent connection. | cheap |
| 10-12 02:41 | propose_ignore | โ | Single MCP adapter tool with low engagement; no open case covers generic MCP tooling proliferation. | cheap |
| 10-12 02:41 | propose_attach | embeddinggemma-2-multimodal-release | Browser deployment of EmbeddingGemma 2 demonstrates on-device multimodal embedding adoption, directly relevant to the case's hypothesis about becoming the default open on-device model. | cheap |
| 10-12 02:41 | propose_ignore | โ | Wordle strategy content is entirely off-target. | cheap |
| 10-12 02:41 | propose_ignore | โ | Cloudflare git hosting discussion lacks AI agent or infrastructure-for-agents angle. | cheap |
| 10-12 02:41 | propose_ignore | โ | Pure C++ libc implementation is systems programming work with no direct AI/agent relevance. | cheap |
| 10-12 02:40 | propose_ignore | โ | Personal blog post on code-generation optimization loops; single source, no independent corroboration or authority. | cheap |
| 10-12 02:40 | propose_ignore | โ | Databricks cost guide, off-target. | cheap |
| 10-12 02:40 | propose_ignore | โ | Show HN: Rust static analysis CLI, not AI-specific. | cheap |
| 10-12 02:40 | propose_ignore | โ | Blog post on git hooks visibility, tangential at best. | cheap |
| 10-12 02:40 | propose_ignore | โ | Personal Claude dev tools repo, no developing episode. | cheap |
| 10-12 02:40 | propose_ignore | โ | Show HN: self-hosted quiz app, not AI-centric. | cheap |
| 10-12 02:40 | propose_ignore | โ | Show HN: word-search game built with Claude, personal project. | cheap |
| 10-12 02:40 | propose_ignore | โ | HN discussion on AI-generated open-source quality; single low-engagement thread, no independent corroboration or resolvable hypothesis. | cheap |
| 10-12 02:40 | propose_ignore | โ | Philosophy commentary on AI rights, routine chatter. | cheap |
| 10-12 02:40 | propose_ignore | โ | Show HN: job-posting highlighter, small personal project. | cheap |
| 10-12 02:40 | propose_ignore | โ | DNS root key rollover, infrastructure but not AI-specific. | cheap |
| 10-12 02:40 | propose_ignore | โ | Show HN: personal dictation app, not a developing episode. | cheap |
| 10-12 02:40 | propose_ignore | โ | History of R's pipe operator, off-target. | cheap |
| 10-12 02:40 | propose_ignore | โ | Open-source Office clones announcement, not an AI developing episode. | cheap |
| 10-12 02:40 | propose_ignore | โ | Climate deception story, outside AI/agent radar. | cheap |
| 10-12 02:39 | propose_attach | chasm-ai-game-engine-mashups | Destructoid article reporting multiple major games ported to browser via AI reverse-engineering provides independent corroboration that AI-driven game-engine reverse engineering is becoming a replicable capability beyond | cheap |
| 10-12 02:39 | propose_ignore | โ | Speculative discussion about post-singularity professions; routine chatter. | cheap |
| 10-12 02:39 | propose_ignore | โ | Market commentary article about Google vs OpenAI; not a technical developing episode. | cheap |
| 10-12 02:39 | propose_ignore | โ | Speculative question about psychedelics and biological neural networks; off-topic. | cheap |
| 10-12 02:39 | propose_attach | rea-reverse-engineering-tool | Reddit discussion of REA's implications for AI coding capabilities and training-data feedback loops corroborates the open case's hypothesis about reverse engineering becoming a replicable capability. | cheap |
| 10-12 02:39 | propose_ignore | โ | Nature paper characterizing reasoning tokens as state; theoretical research, not a developing episode. | cheap |
| 10-12 02:39 | propose_ignore | โ | Nature paper on emotional optimization in newsroom AI; research paper, not a developing episode with a resolvable hypothesis. | cheap |
| 10-12 02:39 | propose_ignore | โ | Auth/session issue report; routine chatter. | cheap |
| 10-12 02:39 | propose_ignore | โ | User support question about Anthropic startup program email delay; too weak to bear on the open case's acquisition-channel hypothesis. | cheap |
| 10-12 02:39 | propose_ignore | โ | Complaint about Claude's personality changes; routine chatter. | cheap |
| 10-12 02:39 | propose_ignore | โ | Feature question about forked chats in Claude web/desktop; routine chatter. | cheap |
| 10-12 02:39 | propose_ignore | โ | Anecdotal/meme post about Claude custom instructions saving a marriage; routine chatter. | cheap |
| 10-12 02:39 | propose_create | โ | Concrete GitHub artifact release (frame-grid) for a new video format enabling LLMs to 'watch' videos client-side; first-party builder release with code. | cheap |
| 10-12 02:39 | propose_ignore | โ | User-reported usage-limit bug in Claude Design; routine support chatter. | cheap |
| 10-12 02:39 | propose_ignore | โ | Support question about token usage in Claude Projects; routine chatter. | cheap |
| 10-12 02:37 | propose_ignore | โ | Anecdotal builder experience report; no developing episode with resolution criteria. | cheap |
| 10-12 02:37 | propose_ignore | โ | Comedy video about AI co-authorship; not a development on schwartz-claude-coauthored-papers case. | cheap |
| 10-12 02:37 | propose_ignore | โ | Speculative user question about Fable 5.5 release timing; no new evidence beyond existing anthropic-fable55-silent-routing case. | cheap |
| 10-12 02:37 | propose_ignore | โ | User's theoretical analysis of rule-following patterns; not a development on rulereceipt-rule-compliance-audit or claude-code-nested-instruction-loading cases. | cheap |
| 10-12 02:37 | propose_attach | anthropic-haiku-55-release | Claude Code 2.1.289 displays Haiku 5.5 costs at Opus rates (17x inflation), a display bug that directly hinders the 'default cheap high-volume model' migration hypothesis. | cheap |
| 10-12 02:37 | propose_ignore | โ | Creative content showcase, not a technical episode. | cheap |
| 10-12 02:37 | propose_ignore | โ | User support question about Claude Projects beta threading; not a development on the claude-projects-coordinated-cloud-threads case. | cheap |
| 10-12 02:37 | propose_ignore | โ | Single anecdote about personal MCP server crawl traffic; no resolution criteria for a developing episode. | cheap |
| 10-12 02:37 | propose_ignore | โ | Third-party blog analysis of world action models field; not a direct development on openwam-world-action-framework or bfl-flux-3-action-release cases. | cheap |
| 10-12 02:37 | propose_ignore | โ | Small-scale transformer experiment on boids simulation; no bearing on agent systems, harnesses, or frontier model developments. | cheap |
| 10-12 02:37 | propose_ignore | โ | Conference registration logistics, not a developing technical episode. | cheap |
| 10-12 02:37 | propose_ignore | โ | Technical ML embedding/search post outside Scott's radar (coding agents, agent harnesses, frontier model releases, inference economics). | cheap |
| 10-12 02:37 | propose_ignore | โ | Career advice question unrelated to AI agent systems, frontier models, or developer tooling. | cheap |
| 10-12 02:37 | propose_attach | microsoft-decision-1-model | User reports Microsoft-Decision-1 serving 300ms on OpenRouter vs claimed 80ms, directly challenging the '35x speedup over GPT-6 Sol' performance claim in the open case. | cheap |
| 10-12 02:37 | propose_attach | reflection-beam-open-release | FT reports Nvidia in talks to acquire Reflection AI, which would materially change the 'independent Western open-weight alternative' positioning central to the Beam adoption hypothesis. | cheap |
| 10-12 02:35 | propose_ignore | โ | jev gate: off_target (scout_noul=0.1, score=2) | |
| 10-12 02:35 | propose_ignore | โ | jev gate: routine_chatter (scout_noul=0.1, score=1) | |
| 10-12 02:35 | propose_ignore | โ | jev gate: routine_chatter (scout_noul=0.08, score=0) | |
| 10-12 02:35 | propose_ignore | โ | jev gate: routine_chatter (scout_noul=0.07, score=1) | |
| 10-12 02:35 | propose_ignore | โ | jev gate: routine_chatter (scout_noul=0.05, score=1) | |
| 10-12 02:35 | propose_ignore | โ | jev gate: routine_chatter (scout_noul=0.08, score=3) | |
| 10-12 02:35 | propose_ignore | โ | jev gate: routine_chatter (scout_noul=0.08, score=1) | |
| 10-12 02:35 | propose_ignore | โ | jev gate: routine_chatter (scout_noul=0.1, score=7) | |
| 10-12 02:35 | sensor_dirty | cockroachlabs-hospital-model-bug-workflow | comment_update | |
| 10-12 02:35 | sensor_dirty | claude-reverse-engineers-lg-webos-media-stack | velocity_spike | |
| 10-12 02:35 | sensor_dirty | rea-reverse-engineering-tool | comment_update | |
| 10-12 02:35 | propose_attach | claude-reverse-engineers-lg-webos-media-stack | shared external link with case evidence | |
| 10-12 02:35 | sensor_dirty | openai-unnoticed-agent-internet-access | velocity_spike | |
| 10-12 02:35 | sensor_dirty | nadella-assume-compromised-emergency-brake | comment_update | |
| 10-12 02:35 | sensor_dirty | claude-dashboards-agent-observability | velocity_spike | |
| 10-12 02:35 | sensor_dirty | agent-run-cost-unpredictability | velocity_spike | |
| 10-12 02:35 | sensor_dirty | anthropic-pope-ai-consciousness-lobby | velocity_spike | |
| 10-12 02:35 | sensor_dirty | openai-agmai-math-data-provenance-controversy | velocity_spike | |
| 10-12 02:35 | sensor_dirty | microsoft-aescode-visual-artifacts | velocity_spike | |
| 10-12 02:33 | ground | openwam-world-action-framework | This is a major first-party Stanford open release (Fei-Fei Li, Jiajun Wu, Ehsan Adeli labs) of a composable world-action framework with full technical artifacts โ Wan2.2-5B video foundation, 2B action expert in shared Mi | cheap |
| 10-12 01:31 | attention_route | opus55-hedge-flattening | Previously slated for the next briefing; revision 2 marks a material reprice but the core finding and replication gap are unchanged. The 23:00 UTC briefing (10am Sydney) is the appropriate delivery window โ quiet hours p | cheap |
| 10-12 01:29 | attention_route | bonsai-2-27b-ternary-release | The editor compared this story and chose to keep watching. | cheap |
| 10-12 01:29 | attention_route | custom-cuda-megakernel-speculative-decoding-qwen38-27b-3090 | New accuracy benchmarks (KL divergence, perplexity) resolve the key open question about fidelity; Scott up-voted (feedback_interrupt) signaling high priority; scheduled for next briefing due to quiet hours, but material | cheap |
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| 10-12 01:26 | reprice | openai-icann-tld-agent-namespace | Velocity spike on the Reddit post has fully cooled (current rate 0.0, peer percentile 0.0); no new independent sources, implementations, or ICANN developments since creation. The case remains a single-thread observation | cheap |
| 10-12 01:25 | review_screen | hilbert-smith-lean-formalization | The Hacker News comment is the author (aldabrow/A. Dabrowski) publicly stating the same claim already captured in the hypothesis: an AI-assisted proof with a 100k LOC Lean 4 formalization of the Hilbert-Smith conjecture. | cheap |
| 10-12 01:25 | review_screen | hilbert-smith-lean-formalization | jev screen borderline (noul=0.67) โ luna review | jev |
| 10-12 01:25 | drop_targets | jinfer-jvm-inference-release | quiet through full ladder or over cap 8 | |
| 10-12 01:25 | attention_candidate | opus55-hedge-flattening | material_reprice | |
| 10-12 01:25 | reprice | opus55-hedge-flattening | Anecdotal 'tunnel vision' reports (reddit.post.1x37nz2) align with the hedge-flattening claim but do not constitute independent replication; the case remains a single-source evaluation awaiting reproduction. | cheap |
| 10-12 01:24 | attention_candidate | bonsai-2-27b-ternary-release | material_reprice | |
| 10-12 01:24 | reprice | bonsai-2-27b-ternary-release | llama.cpp PR #29600 merging the ternary Bonsai 2 27B release resolves the stock runtime support question โ the fork requirement is lifting. Model-quality verdict remains settled (low agentic utility, real low-memory foot | cheap |
| 10-12 01:23 | reprice | tao-math-2-0-vision | Reception evidence thickening: Reddit debate over Tao's compute stance grew to 34pts/34comments (4.2x velocity spike), second HN thread appeared at 21pts. But still only Tao's primary slides plus community reac | cheap |
| 10-12 01:22 | attention_route | agent-run-cost-unpredictability | New vendor validation (OpenAI LegalOn) and community kill-switch interpretation extend the mechanistic grounding from the pre-registered study; directly relevant to Scott's cost-tiered routing, cheap-model-front-doo | cheap |
| 10-12 01:21 | attention_candidate | custom-cuda-megakernel-speculative-decoding-qwen38-27b-3090 | material_reprice | |
| 10-12 01:21 | reprice | custom-cuda-megakernel-speculative-decoding-qwen38-27b-3090 | Follow-up accuracy benchmarks (KL divergence 0.0009 vs llama.cpp, perplexity parity at 96k context) address the main fidelity concern for the megakernel. Community engagement is accelerating (79th-percentile velocity, ex | cheap |
| 10-12 01:21 | reprice | south-korea-agent-bank-hacks | BleepingComputer report adds independent corroboration of the ARTEX/Claude agent stack, but official task-force findings on agent role and state attribution remain pending; measured heat shows story cooling (0.17 pts/hr, | cheap |
| 10-12 01:19 | attention_candidate | agent-run-cost-unpredictability | material_reprice | |
| 10-12 01:19 | reprice | agent-run-cost-unpredictability | Mechanistic explanation (prompt-caching prefix behavior) and a concrete $1,900 runaway-cost anecdote ground the statistical claim in lived experience; measured heat at 98.5th percentile and magnitude-valve eligibility si | cheap |
| 10-12 01:19 | ground | agent-run-cost-unpredictability | An independent, pre-registered study (PLAN.md staked before data โ Scott's falsifiability spine in the wild) lands exactly where his autonomy-budget/runtime-governance doctrine argues: upfront cost prediction fails | cheap |
| 10-12 01:11 | attention_route | nace-ai-drex-1-5-9b-decision-model | High relevance to Scott's decision-model routing, benchmark-reliability, and local-inference economics work, but claims rest on a single self-reported Reddit observation with tight margins and no independent verific | cheap |
| 10-12 01:07 | attention_candidate | nace-ai-drex-1-5-9b-decision-model | create | |
| 10-12 01:07 | promote_anchor | nace-ai-drex-1-5-9b-decision-model | origin walk conf 0.78 | opencode/cheap-glm |
| 10-12 01:00 | ground | nace-ai-drex-1-5-9b-decision-model | Nace.ai's Drex 1.5 independently arrives at the exact architectural pattern Scott has built and argued for: a sub-10B open-weight decision model (scored options, single forward pass) dual-distributed via Hugging Fac | cheap |
| 10-12 00:43 | attention_route | tao-math-2-0-vision | The editor compared this story and chose to keep watching. | cheap |
| 10-12 00:43 | attention_route | south-korea-agent-bank-hacks | The editor compared this story and chose to keep watching. | cheap |
| 10-12 00:43 | attention_route | bonsai-2-27b-ternary-release | The editor compared this story and chose to keep watching. | cheap |
| 10-12 00:43 | attention_route | agent-run-cost-unpredictability | The editor compared this story and chose to keep watching. | cheap |
| 10-12 00:43 | attention_route | opus55-hedge-flattening | New, replication-ready evaluation of a frontier model's faithfulness gap; directly converges with Scott's evaluation-driven development and capability audit frameworks; worth including in next briefing. | cheap |
| 10-12 00:43 | attention_route | custom-cuda-megakernel-speculative-decoding-qwen38-27b-3090 | New accuracy benchmarks (KL divergence, perplexity) address the main open question about the megakernel's fidelity; user feedback_interrupt signals high interest; scheduled for next briefing due to quiet hours. | cheap |
| 10-12 00:41 | create | nace-ai-drex-1-5-9b-decision-model | Single Reddit observation of Nace.ai's Drex 1.5 9B release claiming JevBench 0.3.1 SOTA and lowest OpenRouter latency; no first-party confirmation or independent replication yet. | cheap |
| 10-12 00:39 | attention_candidate | tao-math-2-0-vision | attach | |
| 10-12 00:39 | attention_candidate | south-korea-agent-bank-hacks | attach | |
| 10-12 00:39 | attention_candidate | opus55-hedge-flattening | attach | |
| 10-12 00:39 | attention_candidate | custom-cuda-megakernel-speculative-decoding-qwen38-27b-3090 | attach | |
| 10-12 00:39 | attention_candidate | bonsai-2-27b-ternary-release | attach | |
| 10-12 00:39 | attention_candidate | agent-run-cost-unpredictability | attach | |
| 10-12 00:39 | attach | south-korea-agent-bank-hacks | BleepingComputer report names Artex AI and Claude agents in the South Korean bank intrusions, providing independent corroboration of the open case's hypothesis. | cheap |
| 10-12 00:39 | attach | agent-run-cost-unpredictability | Concrete anecdote of runaway Claude Code API spend ($1,900 for a meme script) directly corroborates the open case's hypothesis about unpredictable agent run costs. | cheap |
| 10-12 00:39 | attach | opus55-hedge-flattening | User report of Opus 5.5 High 'tunnel vision' behavior aligns with the seed case's claim of hedge-to-assertion flattening. | cheap |
| 10-12 00:39 | attach | bonsai-2-27b-ternary-release | Links the llama.cpp PR #29600 that merges the ternary Bonsai 2 27B release tracked in the corroborated case. | cheap |
| 10-12 00:39 | attach | custom-cuda-megakernel-speculative-decoding-qwen38-27b-3090 | Follow-up accuracy benchmarks (KL divergence 0.0009 vs llama.cpp) for the custom CUDA megakernel claimed in the open case. | cheap |