https://keftek.com Curated AI research, releases, and signals — plus perspectives on building with intelligence. en Thu, 16 Apr 2026 15:19:30 GMT Enterprise now 40%+ of OpenAI revenue; next phase shifts from model outputs to delegating complex multi-step workflows with organizational context. https://keftek.com/radar/2026-04-10-openai-next-phase-enterprise-ai https://keftek.com/radar/2026-04-10-openai-next-phase-enterprise-ai Fri, 10 Apr 2026 00:00:00 GMT applied-ai Keftek Radar Major tech companies ship agents with deliberate capability constraints, prioritizing user trust and incremental autonomy over full delegation. https://keftek.com/radar/2026-04-10-apple-ai-agents-with-limits https://keftek.com/radar/2026-04-10-apple-ai-agents-with-limits Fri, 10 Apr 2026 00:00:00 GMT agents Keftek Radar Five-principle framework for balancing agent autonomy with security, introducing plan-mode review and granular tool permissions for production deployments. https://keftek.com/radar/2026-04-09-anthropic-trustworthy-agents-practice https://keftek.com/radar/2026-04-09-anthropic-trustworthy-agents-practice Thu, 09 Apr 2026 00:00:00 GMT agents Keftek Radar Autonomous agents face new EU compliance hurdles with unclear liability chains and evolving enforcement, raising costs for cross-border deployments. https://keftek.com/radar/2026-04-09-eu-ai-act-agentic-governance https://keftek.com/radar/2026-04-09-eu-ai-act-agentic-governance Thu, 09 Apr 2026 00:00:00 GMT industry Keftek Radar Treasury and Fed convened an urgent session with major bank CEOs after Mythos demonstrated autonomous vulnerability exploitation, signaling tighter AI governance ahead. https://keftek.com/radar/2026-04-10-bessent-powell-bank-ceo-mythos-meeting https://keftek.com/radar/2026-04-10-bessent-powell-bank-ceo-mythos-meeting Fri, 10 Apr 2026 00:00:00 GMT industry Keftek Radar Composable APIs with managed agent harness, secure sandboxing, built-in tools, and SSE streaming let teams ship production agents in days instead of months. https://keftek.com/radar/2026-04-08-anthropic-managed-agents-beta https://keftek.com/radar/2026-04-08-anthropic-managed-agents-beta Wed, 08 Apr 2026 00:00:00 GMT agents Keftek Radar First model from Meta Superintelligence Labs ships closed-source with native multimodal reasoning, tool use, and a Contemplating mode that runs parallel agent squads. https://keftek.com/radar/2026-04-08-meta-muse-spark-launch https://keftek.com/radar/2026-04-08-meta-muse-spark-launch Wed, 08 Apr 2026 00:00:00 GMT multi-model Keftek Radar New model tier above Opus autonomously found thousands of zero-days including a 17-year-old RCE in FreeBSD; limited to 40 security partners, no public release planned. https://keftek.com/radar/2026-04-07-anthropic-mythos-preview-glasswing https://keftek.com/radar/2026-04-07-anthropic-mythos-preview-glasswing Tue, 07 Apr 2026 00:00:00 GMT agents Keftek Radar Multi-GW TPU deal with Google and Broadcom backs Anthropic's scaling ambitions; 1,000+ enterprise customers now spend $1M+ annually on Claude services. https://keftek.com/radar/2026-04-06-anthropic-google-tpu-expansion https://keftek.com/radar/2026-04-06-anthropic-google-tpu-expansion Mon, 06 Apr 2026 00:00:00 GMT industry Keftek Radar Open-weight natively multimodal MoE models with 17B active params; Scout offers a 10M-token context window, Maverick (128 experts) outperforms GPT-4o on multimodal benchmarks. https://keftek.com/radar/2026-04-05-meta-llama-4-scout-maverick https://keftek.com/radar/2026-04-05-meta-llama-4-scout-maverick Sun, 05 Apr 2026 00:00:00 GMT llm-infra Keftek Radar Video generation product shuttered after $1M/day costs and declining usage; a cautionary signal for AI products where unit economics never converge. https://keftek.com/radar/2026-04-05-openai-sora-app-shutdown https://keftek.com/radar/2026-04-05-openai-sora-app-shutdown Sun, 05 Apr 2026 00:00:00 GMT industry Keftek Radar Pro and Max plans can no longer route usage through OpenClaw and similar wrappers; teams piping subscription quota into custom agents now need separate extra-usage billing. https://keftek.com/radar/2026-04-04-anthropic-openclaw-subscription-block https://keftek.com/radar/2026-04-04-anthropic-openclaw-subscription-block Sat, 04 Apr 2026 00:00:00 GMT industry Keftek Radar Apache 2.0 trimodal (text, vision, audio) family with 128K–256K context, 140+ languages, and agentic-workflow tuning. Self-hostable foundation for SME automation stacks. https://keftek.com/radar/2026-04-02-google-gemma-4-open-trimodal https://keftek.com/radar/2026-04-02-google-gemma-4-open-trimodal Thu, 02 Apr 2026 00:00:00 GMT llm-infra Keftek Radar Codex moves to metered billing for team accounts, lowering the threshold for embedding coding agents into existing workflows without an enterprise contract. https://keftek.com/radar/2026-04-02-openai-codex-pay-as-you-go-teams https://keftek.com/radar/2026-04-02-openai-codex-pay-as-you-go-teams Thu, 02 Apr 2026 00:00:00 GMT agents Keftek Radar New output-300k beta header on Opus 4.6 and Sonnet 4.6 enables single-turn long-form generation, useful for full-document drafts, large refactors, and structured exports. https://keftek.com/radar/2026-04-01-anthropic-output-300k-beta https://keftek.com/radar/2026-04-01-anthropic-output-300k-beta Wed, 01 Apr 2026 00:00:00 GMT llm-infra Keftek Radar Amazon committed $50B (most contingent on IPO or AGI), Nvidia and SoftBank $30B each; OpenAI now at $2B monthly revenue with 900M weekly active users. https://keftek.com/radar/2026-03-31-openai-122b-funding-round https://keftek.com/radar/2026-03-31-openai-122b-funding-round Tue, 31 Mar 2026 00:00:00 GMT industry Keftek Radar A config error exposed internal docs revealing Claude Mythos, a new model tier above Opus with dramatically higher coding and reasoning scores. https://keftek.com/radar/2026-03-27-anthropic-claude-mythos-leak https://keftek.com/radar/2026-03-27-anthropic-claude-mythos-leak Fri, 27 Mar 2026 00:00:00 GMT industry Keftek Radar Open-weight 4B TTS model with sub-200ms latency, 9 languages, and zero-shot voice cloning, making voice-enabled agents practical to self-host. https://keftek.com/radar/2026-03-26-mistral-voxtral-tts-open-weight https://keftek.com/radar/2026-03-26-mistral-voxtral-tts-open-weight Thu, 26 Mar 2026 00:00:00 GMT industry Keftek Radar Experienced Claude users don't just work faster, they tackle harder tasks. Six months of use correlates with a 10% higher success rate and more complex work. https://keftek.com/radar/2026-03-24-anthropic-economic-index-learning-curves https://keftek.com/radar/2026-03-24-anthropic-economic-index-learning-curves Tue, 24 Mar 2026 00:00:00 GMT applied-ai Keftek Radar ChatGPT becomes a shopping agent with account linking, loyalty programs, and payments. Target, Sephora, and 7 more retailers integrated via the Agentic Commerce Protocol. https://keftek.com/radar/2026-03-24-openai-agentic-commerce-protocol https://keftek.com/radar/2026-03-24-openai-agentic-commerce-protocol Tue, 24 Mar 2026 00:00:00 GMT agents Keftek Radar Sora shut down after user count collapsed to under 500K while burning $1M/day. Video gen stays in ChatGPT but the standalone product and API are gone. https://keftek.com/radar/2026-03-24-openai-sora-discontinued https://keftek.com/radar/2026-03-24-openai-sora-discontinued Tue, 24 Mar 2026 00:00:00 GMT industry Keftek Radar First benchmark for LLM agents using MCP in financial workflows. Tests real tool orchestration, not just chat, across market data, analysis, and execution. https://keftek.com/radar/2026-03-26-arxiv-finmcp-bench-financial-tool-use https://keftek.com/radar/2026-03-26-arxiv-finmcp-bench-financial-tool-use Thu, 26 Mar 2026 00:00:00 GMT agents Keftek Radar Finance teams are using multimodal AI to automate document-heavy workflows end-to-end, from invoice processing to compliance checks. https://keftek.com/radar/2026-03-24-ai-news-multimodal-finance-automation https://keftek.com/radar/2026-03-24-ai-news-multimodal-finance-automation Tue, 24 Mar 2026 00:00:00 GMT automation Keftek Radar NVIDIA's open-weight MoE model hits gold-medal math/coding performance with only 3B active params — practical for agentic subagent routing at low cost. https://keftek.com/radar/2026-03-20-nvidia-nemotron-cascade-2 https://keftek.com/radar/2026-03-20-nvidia-nemotron-cascade-2 Fri, 20 Mar 2026 00:00:00 GMT llm-infra Keftek Radar OpenAI's fastest small models run 2x faster and approach GPT-5.4 on coding/agents — built explicitly for the subagent era with nano at near-zero cost. https://keftek.com/radar/2026-03-17-openai-gpt-5-4-mini-nano https://keftek.com/radar/2026-03-17-openai-gpt-5-4-mini-nano Tue, 17 Mar 2026 00:00:00 GMT industry Keftek Radar Eight AI labs pool research and compute on DGX Cloud to co-develop open frontier models — first project is a Mistral-NVIDIA base model. https://keftek.com/radar/2026-03-16-nvidia-nemotron-coalition https://keftek.com/radar/2026-03-16-nvidia-nemotron-coalition Mon, 16 Mar 2026 00:00:00 GMT industry Keftek Radar First self-replicating worm demonstrated against production agent frameworks — hijacks configs, persists across restarts, and spreads to peers autonomously. https://keftek.com/radar/2026-03-16-arxiv-clawworm-agent-worm https://keftek.com/radar/2026-03-16-arxiv-clawworm-agent-worm Mon, 16 Mar 2026 00:00:00 GMT agents Keftek Radar Four co-evolving agents (Challenger, Planner, Solver, Critic) improve each other from a seed set — +10.7% on OlympiadBench without external data. https://keftek.com/radar/2026-03-16-arxiv-sage-multi-agent-self-evolution https://keftek.com/radar/2026-03-16-arxiv-sage-multi-agent-self-evolution Mon, 16 Mar 2026 00:00:00 GMT agents Keftek Radar Lets agents hit the same accuracy with far fewer LLM calls by scoring which reasoning paths are worth exploring — cuts agentic inference costs. https://keftek.com/radar/2026-03-16-arxiv-budget-aware-agent-search https://keftek.com/radar/2026-03-16-arxiv-budget-aware-agent-search Mon, 16 Mar 2026 00:00:00 GMT agents Keftek Radar Synthetic task diversity makes agents generalize better to unseen tools — practical recipe for building agents that don't break on new APIs. https://keftek.com/radar/2026-03-13-hf-dive-agentic-tool-use https://keftek.com/radar/2026-03-13-hf-dive-agentic-tool-use Fri, 13 Mar 2026 00:00:00 GMT agents Keftek Radar 1M context at standard pricing with no beta header — removes the main barrier to feeding entire codebases and doc sets into production workflows. https://keftek.com/radar/2026-03-13-anthropic-1m-context-ga https://keftek.com/radar/2026-03-13-anthropic-1m-context-ga Fri, 13 Mar 2026 00:00:00 GMT llm-infra Keftek Radar New certification, co-marketing, and $100M backing for partners building enterprise Claude deployments — accelerates the consulting opportunity. https://keftek.com/radar/2026-03-12-anthropic-partner-network-100m https://keftek.com/radar/2026-03-12-anthropic-partner-network-100m Thu, 12 Mar 2026 00:00:00 GMT industry Keftek Radar Analysis of cost structures and ROI patterns emerging as multi-agent systems move from experiments to production enterprise deployments. https://keftek.com/radar/2026-03-12-ai-news-multi-agent-economics https://keftek.com/radar/2026-03-12-ai-news-multi-agent-economics Thu, 12 Mar 2026 00:00:00 GMT multi-model Keftek Radar ChatGPT can now draft emails, create docs/sheets, and schedule meetings via connected apps — signals agentic AI eating office workflows. https://keftek.com/radar/2026-03-11-openai-chatgpt-write-actions https://keftek.com/radar/2026-03-11-openai-chatgpt-write-actions Wed, 11 Mar 2026 00:00:00 GMT automation Keftek Radar Mistral's applied AI team builds an agent that auto-generates Rails test suites — practical pattern for agentic code quality automation. https://keftek.com/radar/2026-03-11-mistral-rails-testing-agent https://keftek.com/radar/2026-03-11-mistral-rails-testing-agent Wed, 11 Mar 2026 00:00:00 GMT agents Keftek Radar Insurance giant deploys AI agents across operations with Akka, targeting $1B+ in value by 2027 — 35 use cases live, 70 planned. https://keftek.com/radar/2026-03-11-manulife-agentic-ai-financial-ops https://keftek.com/radar/2026-03-11-manulife-agentic-ai-financial-ops Wed, 11 Mar 2026 00:00:00 GMT applied-ai Keftek Radar AI agent autonomously booked and paid for a ride in Singapore — first end-to-end agentic payment in production, powered by Mastercard Agent Pay. https://keftek.com/radar/2026-03-10-mastercard-agentic-payments-live https://keftek.com/radar/2026-03-10-mastercard-agentic-payments-live Tue, 10 Mar 2026 00:00:00 GMT agents Keftek Radar Open-source JS agent embeds directly in web apps — no browser extension or Python needed. Ideal for automating ERP/CRM workflows. https://keftek.com/radar/2026-03-09-alibaba-page-agent https://keftek.com/radar/2026-03-09-alibaba-page-agent Mon, 09 Mar 2026 00:00:00 GMT agents Keftek Radar Trending repo (15k+ stars) packages a full AI agency with dedicated frontend, community, and ops agents — template for multi-agent service teams. https://keftek.com/radar/2026-03-09-agency-agents-trending https://keftek.com/radar/2026-03-09-agency-agents-trending Mon, 09 Mar 2026 00:00:00 GMT agents Keftek Radar NousResearch releases an adaptive agent framework that improves through use — open-source alternative for building persistent AI assistants. https://keftek.com/radar/2026-03-09-nous-hermes-agent https://keftek.com/radar/2026-03-09-nous-hermes-agent Mon, 09 Mar 2026 00:00:00 GMT agents Keftek Radar Describe agent workflows in natural language, compile to executable graphs — cuts multi-agent system build time with reusable modules. https://keftek.com/radar/2026-03-08-masfactory-multi-agent-orchestration https://keftek.com/radar/2026-03-08-masfactory-multi-agent-orchestration Sun, 08 Mar 2026 00:00:00 GMT agents Keftek Radar OpenAI finds reasoning models can't easily hide their thinking — good news for safety monitoring but reveals limits of CoT steering. https://keftek.com/radar/2026-03-07-openai-reasoning-cot-control https://keftek.com/radar/2026-03-07-openai-reasoning-cot-control Sat, 07 Mar 2026 00:00:00 GMT llm-infra Keftek Radar Agentic security scanner that builds project context, generates exploit PoCs, and proposes fixes — found 14 zero-days in major OSS projects. https://keftek.com/radar/2026-03-06-openai-codex-security https://keftek.com/radar/2026-03-06-openai-codex-security Fri, 06 Mar 2026 00:00:00 GMT agents Keftek Radar Teams can now package proven workflows as shareable Skills that auto-trigger in conversations — signals where enterprise AI UX is heading. https://keftek.com/radar/2026-03-05-openai-skills-chatgpt-enterprise https://keftek.com/radar/2026-03-05-openai-skills-chatgpt-enterprise Thu, 05 Mar 2026 00:00:00 GMT automation Keftek Radar First mainline model merging frontier reasoning, coding, and tool-heavy workflows — 1M token context, 33% fewer errors. Raises the agentic baseline. https://keftek.com/radar/2026-03-05-openai-gpt-5-4-thinking-pro https://keftek.com/radar/2026-03-05-openai-gpt-5-4-thinking-pro Thu, 05 Mar 2026 00:00:00 GMT industry Keftek Radar New 'observed exposure' metric tracks real AI task displacement — limited job losses so far but hiring of younger workers slowing in exposed roles. https://keftek.com/radar/2026-03-05-anthropic-labor-market-ai-measure https://keftek.com/radar/2026-03-05-anthropic-labor-market-ai-measure Thu, 05 Mar 2026 00:00:00 GMT applied-ai Keftek Radar Startup moves past pilots to deploy autonomous agents in financial operations — signal that agentic AI is hitting production in regulated industries. https://keftek.com/radar/2026-03-05-dyna-ai-agentic-financial-services https://keftek.com/radar/2026-03-05-dyna-ai-agentic-financial-services Thu, 05 Mar 2026 00:00:00 GMT industry Keftek Radar Enterprise automation guide: architectural flexibility is key when expanding bot deployment without disrupting existing operations. https://keftek.com/radar/2026-03-06-scaling-intelligent-automation https://keftek.com/radar/2026-03-06-scaling-intelligent-automation Fri, 06 Mar 2026 00:00:00 GMT automation Keftek Radar Largest AI funding round ever signals massive infrastructure build-out — raises stakes for every company choosing model providers. https://keftek.com/radar/2026-02-27-openai-110b-funding https://keftek.com/radar/2026-02-27-openai-110b-funding Fri, 27 Feb 2026 00:00:00 GMT industry Keftek Radar Claude now plugs into Excel, PowerPoint, and domain workflows — makes agentic AI usable inside existing enterprise tools. https://keftek.com/radar/2026-02-24-anthropic-enterprise-agent-plugins https://keftek.com/radar/2026-02-24-anthropic-enterprise-agent-plugins Tue, 24 Feb 2026 00:00:00 GMT agents Keftek Radar New security layer blocks prompt injection and data exfiltration in agent mode — sets a bar for production AI safety. https://keftek.com/radar/2026-02-24-openai-lockdown-mode https://keftek.com/radar/2026-02-24-openai-lockdown-mode Tue, 24 Feb 2026 00:00:00 GMT ai-ux Keftek Radar Internal study: engineers shifting from writing code to managing AI agents — 70%+ of work now review/revision, not net-new code. https://keftek.com/radar/2026-02-18-anthropic-ai-transforming-work https://keftek.com/radar/2026-02-18-anthropic-ai-transforming-work Wed, 18 Feb 2026 00:00:00 GMT applied-ai Keftek Radar Open-source GUI agents hit SOTA on OSWorld and AndroidWorld — makes autonomous desktop/mobile automation accessible to builders. https://keftek.com/radar/2026-02-14-gui-owl-1-5-mobile-agent-v3 https://keftek.com/radar/2026-02-14-gui-owl-1-5-mobile-agent-v3 Sat, 14 Feb 2026 00:00:00 GMT agents Keftek Radar Smaller Codex model on Cerebras delivers instant code generation — 80% lower latency, production-viable for real-time IDE agents. https://keftek.com/radar/2026-02-12-gpt-5-3-codex-spark https://keftek.com/radar/2026-02-12-gpt-5-3-codex-spark Thu, 12 Feb 2026 00:00:00 GMT llm-infra Keftek Radar Enterprise AI shifting from experimental pilots to production agentic systems — governance and data quality now the bottleneck. https://keftek.com/radar/2026-02-04-ai-expo-agentic-enterprise https://keftek.com/radar/2026-02-04-ai-expo-agentic-enterprise Wed, 04 Feb 2026 00:00:00 GMT industry Keftek Radar MIT framework lets any LLM process inputs 100x beyond its context window via recursive self-calls — solves long-doc bottleneck. https://keftek.com/radar/2026-01-28-recursive-language-models https://keftek.com/radar/2026-01-28-recursive-language-models Wed, 28 Jan 2026 00:00:00 GMT llm-infra Keftek Radar New policy optimization method solves training collapse in multi-step agentic RL tasks — more reliable agent training. https://keftek.com/radar/2026-02-25-arlarena-agentic-rl https://keftek.com/radar/2026-02-25-arlarena-agentic-rl Wed, 25 Feb 2026 00:00:00 GMT agents Keftek Radar Opal now lets you build multi-tool agentic workflows with persistent memory — no-code agent orchestration goes mainstream. https://keftek.com/radar/2026-02-24-google-opal-agent-step https://keftek.com/radar/2026-02-24-google-opal-agent-step Tue, 24 Feb 2026 00:00:00 GMT automation Keftek Radar Cross-modal RAG framework that integrates docs, images, and tables — relevant for building knowledge layers in custom systems. https://keftek.com/radar/2026-02-23-rag-anything-multimodal https://keftek.com/radar/2026-02-23-rag-anything-multimodal Mon, 23 Feb 2026 00:00:00 GMT applied-ai Keftek Radar Opus-class coding and agent performance at Sonnet pricing — drops the cost barrier for production agentic workflows. https://keftek.com/radar/2026-02-17-claude-sonnet-4-6 https://keftek.com/radar/2026-02-17-claude-sonnet-4-6 Tue, 17 Feb 2026 00:00:00 GMT industry Keftek Radar OpenAI's most capable agentic coding model — 25% faster, new SWE-Bench highs, signals where coding agents are heading. https://keftek.com/radar/2026-02-05-gpt-5-3-codex https://keftek.com/radar/2026-02-05-gpt-5-3-codex Thu, 05 Feb 2026 00:00:00 GMT industry Keftek Radar Sub-200ms streaming transcription with diarization, open weights — enables real-time meeting intelligence in custom systems. https://keftek.com/radar/2026-02-04-voxtral-transcribe-2 https://keftek.com/radar/2026-02-04-voxtral-transcribe-2 Wed, 04 Feb 2026 00:00:00 GMT llm-infra Keftek Radar Developers integrate AI into 60% of work but fully delegate only 0-20% — the shift from writing code to orchestrating agents. https://keftek.com/radar/2026-01-21-agentic-coding-trends https://keftek.com/radar/2026-01-21-agentic-coding-trends Wed, 21 Jan 2026 00:00:00 GMT agents Keftek Radar Most teams reach for Notion or Jira by reflex. The structure they're looking for has to come first. https://keftek.com/insights/structure-before-the-tool https://keftek.com/insights/structure-before-the-tool Tue, 07 Apr 2026 00:00:00 GMT insights Keftek Insights In 1955, four scientists wrote down seven problems. Seventy years later, the biggest companies on Earth are still trying to answer them. https://keftek.com/insights/the-seven-problems-that-started-ai https://keftek.com/insights/the-seven-problems-that-started-ai Fri, 13 Mar 2026 00:00:00 GMT insights Keftek Insights A new approach to presentations where the content stays alive, the design stays consistent, and every deck becomes a reusable asset. https://keftek.com/insights/stop-making-slides https://keftek.com/insights/stop-making-slides Mon, 02 Mar 2026 00:00:00 GMT insights Keftek Insights Before hiring an AI engineer, map your business systems — most small companies need clearer processes, not smarter technology. https://keftek.com/insights/you-may-not-need-ai-yet https://keftek.com/insights/you-may-not-need-ai-yet Fri, 19 Sep 2025 00:00:00 GMT insights Keftek Insights Knowledge management is evolving from static archives to living systems that deliver the right insight at the right time. https://keftek.com/insights/from-documentation-to-decision-support https://keftek.com/insights/from-documentation-to-decision-support Mon, 28 Jul 2025 00:00:00 GMT insights Keftek Insights AI isn't a band-aid — it's an amplifier. The companies that succeed start with the foundation, not the technology. https://keftek.com/insights/how-modern-businesses-build-ai-ready https://keftek.com/insights/how-modern-businesses-build-ai-ready Fri, 04 Jul 2025 00:00:00 GMT insights Keftek Insights Natural language AI is breaking the analytics bottleneck — giving business teams direct access to insights without waiting on analysts. https://keftek.com/insights/unlocking-data-for-everyone https://keftek.com/insights/unlocking-data-for-everyone Thu, 03 Jul 2025 00:00:00 GMT insights Keftek Insights Memory architecture is shaping how AI becomes more context-aware, collaborative, and intelligent — from vector databases to knowledge graphs. https://keftek.com/insights/how-ai-agents-store-and-organize https://keftek.com/insights/how-ai-agents-store-and-organize Wed, 02 Jul 2025 00:00:00 GMT insights Keftek Insights AI agents use sleep-like memory cycles to reorganize, prioritize, and strategically forget — mirroring how the human brain consolidates knowledge. https://keftek.com/insights/how-ai-agents-learn-like-we-do https://keftek.com/insights/how-ai-agents-learn-like-we-do Tue, 01 Jul 2025 00:00:00 GMT insights Keftek Insights Taiwan's new Digital Identity Wallet shows how privacy-first design and selective disclosure are transforming identity verification worldwide. https://keftek.com/insights/from-paper-to-protocol https://keftek.com/insights/from-paper-to-protocol Fri, 20 Jun 2025 00:00:00 GMT insights Keftek Insights