claims/

199 notes • ← vault root • _index.json

claim-80-percent-plumbing claim-80-percent-plumbing
claim-agent-lock-in-severity claim-agent-lock-in-severity
claim-agent-shift-magnitude claim-agent-shift-magnitude
claim-agent-speed-multiplier claim-agent-speed-multiplier
claim-agent-sprawl-crisis claim-agent-sprawl-crisis
claim-agents-are-lazy-developers claim-agents-are-lazy-developers
claim-agents-compete-with-zapier claim-agents-compete-with-zapier
claim-agents-dont-make-you-productive claim-agents-dont-make-you-productive
claim-agents-lack-recovery claim-agents-lack-recovery
claim-agents-must-live-in-workflow claim-agents-must-live-in-workflow
claim-agents-not-data-organizers claim-agents-not-data-organizers
claim-agents-primary-callers claim-agents-primary-callers
claim-ai-amplifies-designers claim-ai-amplifies-designers
claim-ai-career-acceleration claim-ai-career-acceleration
claim-ai-collapses-arbitrage-windows claim-ai-collapses-arbitrage-windows
claim-ai-detection-impossible claim-ai-detection-impossible
claim-ai-job-ratio claim-ai-job-ratio
claim-ai-memory-lock-in claim-ai-memory-lock-in
claim-ai-role-shift claim-ai-role-shift
claim-ai-slows-devs claim-ai-slows-devs
claim-ai-startups-massive-arr claim-ai-startups-massive-arr
claim-ai-strengths-mask-weaknesses claim-ai-strengths-mask-weaknesses
claim-anthropic-dod-ban claim-anthropic-dod-ban
claim-anthropic-ecosystem-bet claim-anthropic-ecosystem-bet
claim-anthropic-uptime-lag claim-anthropic-uptime-lag
claim-apple-cannot-win-velocity-race claim-apple-cannot-win-velocity-race
claim-apple-hardware-takeover claim-apple-hardware-takeover
claim-apple-wont-build-enterprise claim-apple-wont-build-enterprise
claim-apps-are-dying claim-apps-are-dying
claim-architecture-over-models claim-architecture-over-models
claim-avoid-automating-judgment claim-avoid-automating-judgment
claim-bolted-on-ai-fails claim-bolted-on-ai-fails
claim-bottleneck-shift claim-bottleneck-shift
claim-caching-discount claim-caching-discount
claim-cannot-automate-unmeasurable claim-cannot-automate-unmeasurable
claim-chat-interfaces-fail-agents claim-chat-interfaces-fail-agents
claim-chatbots-insufficient claim-chatbots-insufficient
claim-chip-generations-matter claim-chip-generations-matter
claim-claude-self-coding claim-claude-self-coding
claim-claude-writes-claude claim-claude-writes-claude
claim-clean-context-cost-reduction claim-clean-context-cost-reduction
claim-cloud-ai-unprofitable claim-cloud-ai-unprofitable
claim-codex-outperforms-claude claim-codex-outperforms-claude
claim-combative-model claim-combative-model
claim-complexity-kills-agents claim-complexity-kills-agents
claim-constraints-enable-optimization claim-constraints-enable-optimization
claim-consumer-hardware-upgrade-cycle claim-consumer-hardware-upgrade-cycle
claim-context-switching-devastating claim-context-switching-devastating
claim-continual-learning-q2-2026 claim-continual-learning-q2-2026
claim-conway-existence claim-conway-existence
claim-copilot-intent-failure claim-copilot-intent-failure
claim-cost-increase claim-cost-increase
claim-credentials-becoming-stale claim-credentials-becoming-stale
claim-criteo-conversion claim-criteo-conversion
claim-curation-scarcest-resource claim-curation-scarcest-resource
claim-custom-gpts-fail-shared-work claim-custom-gpts-fail-shared-work
claim-dark-code-growth claim-dark-code-growth
claim-data-engineering-over-prompting claim-data-engineering-over-prompting
claim-db-better-multi-agent claim-db-better-multi-agent
claim-democratized-ai-increases-inequality claim-democratized-ai-increases-inequality
claim-design-leverage-shift claim-design-leverage-shift
claim-designer-time-reallocation claim-designer-time-reallocation
claim-email-is-a-shim claim-email-is-a-shim
claim-emergent-meta-behaviors claim-emergent-meta-behaviors
claim-employment-agent-choice claim-employment-agent-choice
claim-engineering-focus-shift claim-engineering-focus-shift
claim-enterprise-red-tape-bottleneck claim-enterprise-red-tape-bottleneck
claim-entry-level-decline claim-entry-level-decline
claim-faang-ai-code claim-faang-ai-code
claim-factory-compression-superiority claim-factory-compression-superiority
claim-fancy-algorithms-fail-agents claim-fancy-algorithms-fail-agents
claim-federal-preemption-failure claim-federal-preemption-failure
claim-figma-killer claim-figma-killer
claim-figma-stock-tanked claim-figma-stock-tanked
claim-figma-survival claim-figma-survival
claim-first-agent-should-be-interviewer claim-first-agent-should-be-interviewer
claim-fixes-quitting claim-fixes-quitting
claim-fluency-not-competence claim-fluency-not-competence
claim-free-hosting-sufficient claim-free-hosting-sufficient
claim-generic-agents-are-liabilities claim-generic-agents-are-liabilities
claim-geopolitical-compute-shift claim-geopolitical-compute-shift
claim-google-compounding-advantage claim-google-compounding-advantage
claim-google-stitch-strategy claim-google-stitch-strategy
claim-governance-drives-adoption claim-governance-drives-adoption
claim-gpt-5-5-caught-traps claim-gpt-5-5-caught-traps
claim-gpt-5-5-superiority claim-gpt-5-5-superiority
claim-gpt-image-2-dominance claim-gpt-image-2-dominance
claim-hallucinates-audit claim-hallucinates-audit
claim-human-ai-collaboration-best claim-human-ai-collaboration-best
claim-human-handoffs-bottleneck claim-human-handoffs-bottleneck
claim-human-osmosis-ending claim-human-osmosis-ending
claim-human-role-shift claim-human-role-shift
claim-humans-as-bottleneck claim-humans-as-bottleneck
claim-hyperscaler-bankrupt-willingness claim-hyperscaler-bankrupt-willingness
claim-ic-to-manager-shift claim-ic-to-manager-shift
claim-illusion-of-judgment claim-illusion-of-judgment
claim-images-as-intermediate-data claim-images-as-intermediate-data
claim-inference-power claim-inference-power
claim-infinite-ai-demand claim-infinite-ai-demand
claim-infinite-software-demand claim-infinite-software-demand
claim-intent-race claim-intent-race
claim-internal-locus-performance claim-internal-locus-performance
claim-junior-jobs-declining claim-junior-jobs-declining
claim-klarna-intent-failure claim-klarna-intent-failure
claim-layoffs-compound-dark-code claim-layoffs-compound-dark-code
claim-leak-caused-by-build-config claim-leak-caused-by-build-config
claim-liability-cannot-be-automated claim-liability-cannot-be-automated
claim-linear-skills-brittle claim-linear-skills-brittle
claim-localization-first-drafts-solved claim-localization-first-drafts-solved
claim-mac-mini-clusters claim-mac-mini-clusters
claim-magic-box-agents-fail claim-magic-box-agents-fail
claim-manual-struggle-required claim-manual-struggle-required
claim-maor-shlomo-wix claim-maor-shlomo-wix
claim-markdown-quality-determines-agent-quality claim-markdown-quality-determines-agent-quality
claim-mcp-usb-for-ai claim-mcp-usb-for-ai
claim-memory-bottleneck claim-memory-bottleneck
claim-memory-breakthrough-summer-2026 claim-memory-breakthrough-summer-2026
claim-memory-is-active-curation claim-memory-is-active-curation
claim-middleware-margin-squeeze claim-middleware-margin-squeeze
claim-mockup-extinction claim-mockup-extinction
claim-model-commoditization claim-model-commoditization
claim-models-not-plateauing claim-models-not-plateauing
claim-multi-agent-is-managerial claim-multi-agent-is-managerial
claim-mythos-zero-day claim-mythos-zero-day
claim-next-gen-expensive claim-next-gen-expensive
claim-no-helium-substitute claim-no-helium-substitute
claim-no-sync-layer claim-no-sync-layer
claim-notebooklm-limitations claim-notebooklm-limitations
claim-notion-evernote-obsolete claim-notion-evernote-obsolete
claim-nvidia-ecosystem-play claim-nvidia-ecosystem-play
claim-nvidia-hardware-strategy claim-nvidia-hardware-strategy
claim-observability-insufficiency claim-observability-insufficiency
claim-one-off-tasks-dont-need-skills claim-one-off-tasks-dont-need-skills
claim-ontology-blindspot claim-ontology-blindspot
claim-openai-acquired-founder-not-framework claim-openai-acquired-founder-not-framework
claim-openai-acquired-sky claim-openai-acquired-sky
claim-openai-anthropic-enterprise-pivot claim-openai-anthropic-enterprise-pivot
claim-openai-cut-sora claim-openai-cut-sora
claim-openai-retaliation claim-openai-retaliation
claim-opus-visual-superiority claim-opus-visual-superiority
claim-orchestration-most-valuable claim-orchestration-most-valuable
claim-parameter-removal claim-parameter-removal
claim-pdf-markdown-savings claim-pdf-markdown-savings
claim-perplexity-cheaper-faster claim-perplexity-cheaper-faster
claim-pipeline-layers-insufficiency claim-pipeline-layers-insufficiency
claim-pm-workflow-shift claim-pm-workflow-shift
claim-post-training-beats-raw-intelligence claim-post-training-beats-raw-intelligence
claim-premature-structure-fails claim-premature-structure-fails
claim-premium-pricing-gb300 claim-premium-pricing-gb300
claim-price-increases-inevitable claim-price-increases-inevitable
claim-procedural-prompting-degrades claim-procedural-prompting-degrades
claim-production-outruns-comprehension claim-production-outruns-comprehension
claim-productivity-pay-disconnect claim-productivity-pay-disconnect
claim-public-benchmarks-flatten claim-public-benchmarks-flatten
claim-qatar-helium-dominance claim-qatar-helium-dominance
claim-qatar-permanent-damage claim-qatar-permanent-damage
claim-remotion-top-skill claim-remotion-top-skill
claim-saas-layoffs-pricing claim-saas-layoffs-pricing
claim-saas-memory-lock-in claim-saas-memory-lock-in
claim-security-is-primary-agent-bottleneck claim-security-is-primary-agent-bottleneck
claim-semantic-retrieval-flaw claim-semantic-retrieval-flaw
claim-senior-workers-struggle-most claim-senior-workers-struggle-most
claim-shadow-ai-usage claim-shadow-ai-usage
claim-silent-failure claim-silent-failure
claim-silent-failure-most-dangerous claim-silent-failure-most-dangerous
claim-single-line-description claim-single-line-description
claim-sk-hynix-vulnerability claim-sk-hynix-vulnerability
claim-skills-are-platform-agnostic claim-skills-are-platform-agnostic
claim-skills-compound claim-skills-compound
claim-skills-provide-10x-lever claim-skills-provide-10x-lever
claim-skills-require-good-initial-prompting claim-skills-require-good-initial-prompting
claim-small-teams-advantage claim-small-teams-advantage
claim-software-cost-zero claim-software-cost-zero
claim-software-speed-advantage claim-software-speed-advantage
claim-solo-founder-rise claim-solo-founder-rise
claim-sora-economics claim-sora-economics
claim-specification-is-bottleneck claim-specification-is-bottleneck
claim-speed-bottleneck-limit claim-speed-bottleneck-limit
claim-startups-ambush-incumbents claim-startups-ambush-incumbents
claim-stranded-helium-loss claim-stranded-helium-loss
claim-take-home-exams-dead claim-take-home-exams-dead
claim-taste-replaces-apprenticeship claim-taste-replaces-apprenticeship
claim-team-size-reduction claim-team-size-reduction
claim-tech-layoffs-accelerating claim-tech-layoffs-accelerating
claim-thin-wrappers-dead claim-thin-wrappers-dead
claim-time-is-the-moat claim-time-is-the-moat
claim-time-to-fill claim-time-to-fill
claim-traditional-roles-declining claim-traditional-roles-declining
claim-traditional-signaling-broken claim-traditional-signaling-broken
claim-training-models-not-moat claim-training-models-not-moat
claim-trust-stack-obsolete claim-trust-stack-obsolete
claim-tsmc-energy-vulnerability claim-tsmc-energy-vulnerability
claim-turboquant-performance claim-turboquant-performance
claim-unscoped-agents-insecure claim-unscoped-agents-insecure
claim-use-scripts-for-deterministic claim-use-scripts-for-deterministic
claim-vibe-coding-debt claim-vibe-coding-debt
claim-vibecoding-produces-average claim-vibecoding-produces-average
claim-wiki-better-solo-research claim-wiki-better-solo-research
claim-wiki-breaks-at-scale claim-wiki-breaks-at-scale