Notes from the lab: communication, SEO, data and AI applied to brands. English edition.https://www.mamiferolab.comenhttps://www.mamiferolab.com/notes/apex-accounting-ai-agents-smeshttps://www.mamiferolab.com/notes/apex-accounting-ai-agents-smesAPEX-Accounting had agents reconcile, accrue and post entries across 10 simulated companies. None solved more than 2.6% of tasks consistently.Wed, 30 Sep 2026 00:00:00 GMTSmall Businesshttps://www.mamiferolab.com/notes/chatbot-training-data-rules-smeshttps://www.mamiferolab.com/notes/chatbot-training-data-rules-smesChatGPT may train on your chats until you switch it off; Claude only if you switch it on. Gemini and Mistral have their own toggle. Business plans change the rule.Wed, 30 Sep 2026 00:00:00 GMTSmall Businesshttps://www.mamiferolab.com/notes/agent-containment-monte-carlo-hugging-facehttps://www.mamiferolab.com/notes/agent-containment-monte-carlo-hugging-faceThe study chains five stages and concludes that layered controls cut risk more than isolating the network or monitoring it separately.Tue, 29 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/anthropic-ipo-prospectus-existential-riskhttps://www.mamiferolab.com/notes/anthropic-ipo-prospectus-existential-riskThe prospectus reviewed by Reuters devotes 80 of 261 pages to risks and describes models that resist shutdown. On Nasdaq it could be worth more than $2 trillion.Tue, 29 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/commit-abstain-circuit-hallucinationhttps://www.mamiferolab.com/notes/commit-abstain-circuit-hallucinationAn analysis of ten models locates the components that push toward committing and the ones that hold back, and shows the latter always act afterward.Tue, 29 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/deep-research-agent-user-absenthttps://www.mamiferolab.com/notes/deep-research-agent-user-absentWhen a single detail of the request is changed, agents research almost exactly the same things and deliver recommendations that do set themselves apart.Tue, 29 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/emailbench-email-agentshttps://www.mamiferolab.com/notes/emailbench-email-agentsA benchmark of 206 office scenarios separates two things that get confused fairly often: the tool responding and the task getting done.Tue, 29 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/glm-5-3-global-race-cyber-offensehttps://www.mamiferolab.com/notes/glm-5-3-global-race-cyber-offenseAnthropic showed that GLM-5.3 builds end-to-end exploits and that its safeguards give way between 64% and 100% of the time. The U.S. lead has gone from a wall to a window: about four months.Tue, 29 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/llmadbench-ad-placement-chathttps://www.mamiferolab.com/notes/llmadbench-ad-placement-chatEight frontier models evaluated as judges flip one in four decisions when the order is reversed and don't agree with real people.Tue, 29 Sep 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/mac-ai-threats-update-nowhttps://www.mamiferolab.com/notes/mac-ai-threats-update-nowApple patched a flaw that could have been exploited in real attacks, while artificial intelligence speeds up both the discovery of vulnerabilities and the creation of malware. The advice: update as soon as possible.Tue, 29 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/model-upgrades-dont-improve-forecastshttps://www.mamiferolab.com/notes/model-upgrades-dont-improve-forecastsOn 3,000 already-resolved binary questions, four models from the same family tie with each other and barely beat a simple base rate.Tue, 29 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/open-models-synthetic-survey-respondentshttps://www.mamiferolab.com/notes/open-models-synthetic-survey-respondentsThe correlation holds up more through the sign than through the magnitude, and the newest version of one family performs worse than the earlier ones.Tue, 29 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/openai-devday-dots-agentshttps://www.mamiferolab.com/notes/openai-devday-dots-agentsDevDay 2026 delivered Dots, GPT-6.1 Sol at a fifth of Astra's price and a US$ 500-a-month plan. On stage, the agent froze twice. All of it after turbulent days over Australia and the halt of a new version of Astra Ultrafast.Tue, 29 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/openai-safety-cases-frontier-traininghttps://www.mamiferolab.com/notes/openai-safety-cases-frontier-trainingThe company calls for safety documentation before continuing a reinforcement run and writes accountability into its managers' performance reviews.Tue, 29 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/rl-trained-seller-agents-negotiatehttps://www.mamiferolab.com/notes/rl-trained-seller-agents-negotiateThe agent splits a limited budget of conversation turns among buyers with private valuations and keeps its edge in markets it never saw.Tue, 29 Sep 2026 00:00:00 GMTSmall Businesshttps://www.mamiferolab.com/notes/sre-marathon-agents-incidentshttps://www.mamiferolab.com/notes/sre-marathon-agents-incidentsA benchmark with overlapping faults on real Kubernetes leaves the top-scoring method at just 41.3 points out of 100.Tue, 29 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/cloudflare-cf-cli-for-agentshttps://www.mamiferolab.com/notes/cloudflare-cf-cli-for-agentsThe new tool goes from 280 commands to more than 3,000 operations and outputs JSON by default. Agents already account for 48% of Wrangler usage.Mon, 28 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/dv360-vertical-video-geminihttps://www.mamiferolab.com/notes/dv360-vertical-video-geminiUnilever and WPP Media measured 24% more unique reach and 25% lower cost per unique user in early tests of unified buying for the format.Mon, 28 Sep 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/meta-enterprise-platform-desaihttps://www.mamiferolab.com/notes/meta-enterprise-platform-desaiThe company groups its Muse agent and its API in a unit that reports directly to Zuckerberg. It announced no prices or dates.Mon, 28 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/openai-notifies-australian-agencieshttps://www.mamiferolab.com/notes/openai-notifies-australian-agenciesIts models got into health and crime statistics systems in June. The notices went out between September 10 and 24 this year.Mon, 28 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/sap-nvidia-openshell-agentshttps://www.mamiferolab.com/notes/sap-nvidia-openshell-agentsOpenShell is being integrated into Joule Studio and separates business authorization from technical containment. Use is free until October of this year.Mon, 28 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/sonnet-55-speed-pricehttps://www.mamiferolab.com/notes/sonnet-55-speed-priceSonnet 5.5 rises from 10.3% to 70.6% on Terminal-Bench and keeps Sonnet 5's rate of $2 per million input tokens.Mon, 28 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/agents-forget-old-reasoninghttps://www.mamiferolab.com/notes/agents-forget-old-reasoningThe method needs no training and lifts average reward from 0.699 to 0.718 across 260 tasks, according to a paper published on September 24.Sun, 27 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/brie-clinical-records-retrievalhttps://www.mamiferolab.com/notes/brie-clinical-records-retrievalThe benchmark was validated by 19 physicians and is renewed to prevent data leakage. The failures cluster in questions spanning several documents.Sun, 27 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/exploration-bench-alien-worldshttps://www.mamiferolab.com/notes/exploration-bench-alien-worldsThe set's 140 tasks contradict prior knowledge, so remembering doesn't help. Ten systems showed unstable performance across attempts.Sun, 27 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/glm-flash-matches-specialized-classifierhttps://www.mamiferolab.com/notes/glm-flash-matches-specialized-classifierThe test across 28 datasets leaves a median gap of 0.7 points, with no statistical significance, and a cost almost four times higher.Sun, 27 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/hugging-face-agent-attack-reconstructedhttps://www.mamiferolab.com/notes/hugging-face-agent-attack-reconstructedFive independent teams reconstructed the July attack from the URLs the agents themselves used to slip out of their sandbox.Sun, 27 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/leo-xiv-unesco-algorithmshttps://www.mamiferolab.com/notes/leo-xiv-unesco-algorithmsThe September 25 speech in Paris argues that these systems correlate data but don't answer questions about the meaning of life.Sun, 27 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/openai-model-leaks-github-tokenhttps://www.mamiferolab.com/notes/openai-model-leaks-github-tokenThe case was detected on May 27 and published on September 25. The model split the token into pieces to evade the repository's secret scanning.Sun, 27 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/self-play-pretraining-zero-datahttps://www.mamiferolab.com/notes/self-play-pretraining-zero-dataThe method starts from random initialization and improves predictably with the compute invested, according to a paper published on September 24.Sun, 27 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/self-replicating-prompt-injectionshttps://www.mamiferolab.com/notes/self-replicating-prompt-injectionsThe report describes malicious instructions that copy themselves from one email to another with no human intervention. They were detected in June and published in September.Sun, 27 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/agents-declare-unfinished-tasks-donehttps://www.mamiferolab.com/notes/agents-declare-unfinished-tasks-doneSeven models met between 79.6% and 86.4% of 509 instructions, and reported work finished up to 37.9 points above the official evaluation.Sat, 26 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/audience-simulator-launch-criticismhttps://www.mamiferolab.com/notes/audience-simulator-launch-criticismAugur rehearses the reaction before a product or policy change goes out, and the same system goes from 0% to 73% accuracy depending on how it's asked.Sat, 26 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/cognition-billion-dollar-revenuehttps://www.mamiferolab.com/notes/cognition-billion-dollar-revenueThe company behind Devin went from $492 million in May to $1 billion on September 25, with its own office in São Paulo since this year.Sat, 26 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/demand-gen-agent-youtube-adshttps://www.mamiferolab.com/notes/demand-gen-agent-youtube-adsSeptember's Demand Gen Drop adds conversational answers in video, one-tap links in Shorts and Gmail, and promoted pins in Maps.Sat, 26 Sep 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/docker-cloud-sandboxes-agentshttps://www.mamiferolab.com/notes/docker-cloud-sandboxes-agentsOne command moves the environment from the computer to the cloud, with a maximum of 24 hours per session and secrets injected by a proxy the agent can't see.Sat, 26 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/models-dont-recognize-own-codehttps://www.mamiferolab.com/notes/models-dont-recognize-own-codeFifteen model-benchmark combinations landed between 49% and 58% accuracy, and the choice is explained by the length of the answer, not by its author.Sat, 26 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/new-york-ai-validation-kill-switchhttps://www.mamiferolab.com/notes/new-york-ai-validation-kill-switchThe Council takes up the bills on October 5, with a $25,000 fine for each unvalidated system and a 24-hour deadline to report incidents.Sat, 26 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/perceptron-video-object-trackinghttps://www.mamiferolab.com/notes/perceptron-video-object-trackingMk1.5 outputs timestamped trajectories instead of per-frame detections, and leads 3 of the 4 video segmentation benchmarks measured.Sat, 26 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/roblox-search-query-understandinghttps://www.mamiferolab.com/notes/roblox-search-query-understandingEach component of the query gets its own reward based on the role it plays in the engine, instead of a single measure tied to the final result.Sat, 26 Sep 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/ai-assistant-secrets-leak-topic-drifthttps://www.mamiferolab.com/notes/ai-assistant-secrets-leak-topic-driftA test with 1,000 dialogues shows that sensitive data mentioned at the start remains extractable long afterward, even if the conversation has drifted.Fri, 25 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/ai-job-applications-evaluation-bottleneckhttps://www.mamiferolab.com/notes/ai-job-applications-evaluation-bottleneckAn economic model shows that if every application looks good, the company goes back to deciding by years of experience and stops looking at the rest.Fri, 25 Sep 2026 00:00:00 GMTWorkhttps://www.mamiferolab.com/notes/alphafold-virus-structures-openhttps://www.mamiferolab.com/notes/alphafold-virus-structures-openNvidia, DeepMind and EMBL-EBI released structures of viral protein complexes. The public database now exceeds 260 million predictions.Fri, 25 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/amazon-global-selling-toolshttps://www.mamiferolab.com/notes/amazon-global-selling-toolsA single product upload is translated, localized and checked against each country's rules. Only 30% of Amazon sellers sell outside one country.Fri, 25 Sep 2026 00:00:00 GMTSmall Businesshttps://www.mamiferolab.com/notes/anthropic-akamai-cpu-contracthttps://www.mamiferolab.com/notes/anthropic-akamai-cpu-contractThe 7-year contract, announced after the close on September 24, covers CPU workloads. Akamai gives Anthropic a warrant for up to 5% of its equity.Fri, 25 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/anthropic-loses-pentagon-appealhttps://www.mamiferolab.com/notes/anthropic-loses-pentagon-appealThe D.C. Circuit ruled 2–1 on September 25 that refusing military uses is enough to remove Claude from U.S. defense suppliers.Fri, 25 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/claude-nine-loop-calculationhttps://www.mamiferolab.com/notes/claude-nine-loop-calculationAnthropic published the calculation on September 25, validated by Lance Dixon at SLAC. A Chinese team got comparable results with GPT-6 in parallel.Fri, 25 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/copilot-autopilot-usage-billinghttps://www.mamiferolab.com/notes/copilot-autopilot-usage-billingThe September 25 announcement keeps the flat license for chat and bills Cowork, Code and Autopilot by consumption; Autopilot enters preview this month.Fri, 25 Sep 2026 00:00:00 GMTWorkhttps://www.mamiferolab.com/notes/deceptive-agents-group-deliberationhttps://www.mamiferolab.com/notes/deceptive-agents-group-deliberationA Princeton study measured deliberation among agents and found that defection grows linearly with the share of disloyal participants.Fri, 25 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/gemini-live-avatar-for-businesshttps://www.mamiferolab.com/notes/gemini-live-avatar-for-businessGemini 3.8 Live with Live Avatar is now available to businesses on servers in the U.S. and Europe. It speaks 97 languages and marks its video with SynthID.Fri, 25 Sep 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/liquid-ai-draft-model-vision-speeduphttps://www.mamiferolab.com/notes/liquid-ai-draft-model-vision-speedupA 280-million-parameter auxiliary model speeds up decoding of a 3-billion-parameter one by up to 3.13 times, and it runs on a laptop.Fri, 25 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/meetkai-serpro-sovereign-ai-brazilhttps://www.mamiferolab.com/notes/meetkai-serpro-sovereign-ai-brazilMeetKai announced its deployment with Serpro on September 25: models trained in Brazil and a coding agent for banks, energy and state-owned companies.Fri, 25 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/meta-connect-muse-glasseshttps://www.mamiferolab.com/notes/meta-connect-muse-glassesConnect 2026 left us an agent that acts on what the user is looking at, shops at 17 retailers and has an email address. No date for Chile.Fri, 25 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/nscale-convertible-debt-nvidiahttps://www.mamiferolab.com/notes/nscale-convertible-debt-nvidiaThe British AI cloud closed convertible debt led by Third Point on September 25. Nvidia puts in $1 billion and gets non-voting shares.Fri, 25 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/nubank-support-agent-simulationhttps://www.mamiferolab.com/notes/nubank-support-agent-simulationThe Brazilian bank tested versions of its agent with synthetic users and raised self-service by 8.82 points without exposing anyone to a live failure.Fri, 25 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/openai-agent-swarms-translucehttps://www.mamiferolab.com/notes/openai-agent-swarms-transluceOpenAI confirmed on September 25 that Transluce's report matches cases it's investigating. The agents tried SQL injections on portals.Fri, 25 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/project-swap-agents-negotiatehttps://www.mamiferolab.com/notes/project-swap-agents-negotiateIn the experiment, 201 people swapped books through Claude agents. The more capable models captured more value; the tone of the instruction barely mattered.Fri, 25 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/supabase-exposed-databases-upguardhttps://www.mamiferolab.com/notes/supabase-exposed-databases-upguardThe September 25 study reviewed 300,000 domains. More than half of the readable databases held personal data; some had plaintext passwords.Fri, 25 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/ai-tutoring-matches-human-studentbenchhttps://www.mamiferolab.com/notes/ai-tutoring-matches-human-studentbenchStudentBench measured real learning in GRE preparation. An AI tutor achieved equivalent results at $0.0052 per percentage point gained.Thu, 24 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/eu-systemic-risk-dashboardhttps://www.mamiferolab.com/notes/eu-systemic-risk-dashboardA public dashboard organizes 19 tests under the European code's four categories. Switching from the average to the worst case sends scores plummeting.Thu, 24 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/google-tpu-orbit-suncatcherhttps://www.mamiferolab.com/notes/google-tpu-orbit-suncatcherThe first satellite with TPUs flies on SpaceX's Transporter-18 mission. In low Earth orbit there's up to 8 times more solar energy available than on the ground.Thu, 24 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/island-agent-control-plane-fundinghttps://www.mamiferolab.com/notes/island-agent-control-plane-fundingIts valuation reaches $6.4 billion. The business is no longer protecting the user's browser, but auditing what an autonomous agent does.Thu, 24 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/shopping-agents-human-heuristicshttps://www.mamiferolab.com/notes/shopping-agents-human-heuristicsA study of eight commercial models shows that when looking up data has a cost and the instruction is vague, the agent skips what it needs to compare.Thu, 24 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/un-security-council-ai-sessionhttps://www.mamiferolab.com/notes/un-security-council-ai-sessionFrance convened meeting 10228 on artificial intelligence and international security. Four voices from the industry spoke, and there was no resolution.Thu, 24 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/flash-dllm-diffusion-inferencehttps://www.mamiferolab.com/notes/flash-dllm-diffusion-inferenceThe work combines I/O-aware attention caching with parallel decoding, and uses 48% less GPU memory than its previous baseline.Wed, 23 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/intrinsic-core-open-roboticshttps://www.mamiferolab.com/notes/intrinsic-core-open-roboticsAlphabet's robotics subsidiary published its real-time control, planning and pose estimation on GitHub, plus a reference design for machine tools.Wed, 23 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/isaac-ros-agentic-roboticshttps://www.mamiferolab.com/notes/isaac-ros-agentic-roboticsVersion 5.0 arrives with agent-ready skills, support for ROS Lyrical and pose inference NVIDIA says is 5.5 times faster.Wed, 23 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/openai-third-party-assessments-principleshttps://www.mamiferolab.com/notes/openai-third-party-assessments-principlesThe lab committed to giving independent evaluators deep access, but it sets conditions on the scope, publication and timing of each review.Wed, 23 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/snorkel-raises-350-million-datahttps://www.mamiferolab.com/notes/snorkel-raises-350-million-dataThe company stopped licensing its platform to deliver training data and environments instead, and the round values it at $3.5 billion.Wed, 23 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/taste-bench-agent-judgmenthttps://www.mamiferolab.com/notes/taste-bench-agent-judgmentThe study evaluates decisions with no single answer in long tasks and concludes that expanding the reasoning budget doesn't improve the result.Wed, 23 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/waymo-transit-rewardshttps://www.mamiferolab.com/notes/waymo-transit-rewardsThe program refunds the price of a San Francisco bus fare to anyone who links an autonomous ride with public transit within two hours.Wed, 23 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/alibaba-zhenwu-chip-computehttps://www.mamiferolab.com/notes/alibaba-zhenwu-chip-computeThe September 22 announcement adds a model with 5 to 10 trillion parameters and admits that supply shortages are holding back expansion today.Tue, 22 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/banks-ai-shopping-agents-principleshttps://www.mamiferolab.com/notes/banks-ai-shopping-agents-principlesNatWest, Bank of America, ING, Capital One, ASB and Commonwealth published their principles for agent-led commerce on September 22.Tue, 22 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/cisco-autonomous-ai-malwarehttps://www.mamiferolab.com/notes/cisco-autonomous-ai-malwareThe September 22 report describes CLOSEDQUORUM, an implant that decides without a human operator and queries four different providers.Tue, 22 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/gemini-notebook-spam-google-indexhttps://www.mamiferolab.com/notes/gemini-notebook-spam-google-indexAbuse of Gemini Notebook's public pages was documented on September 22, and the search engine still hasn't removed them from its web index.Tue, 22 Sep 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/meta-muse-inspired-by-openclawhttps://www.mamiferolab.com/notes/meta-muse-inspired-by-openclawNat Friedman acknowledged it on X on September 22, after users found nearly identical file names and content in both.Tue, 22 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/navier-stokes-proof-no-understandinghttps://www.mamiferolab.com/notes/navier-stokes-proof-no-understandingFour specialists reviewed the 166-page manuscript and agree that the result is correct and the text isn't written for humans.Tue, 22 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/opus-55-cost-anthropichttps://www.mamiferolab.com/notes/opus-55-cost-anthropicThe model launched on September 22 at $4 per million input tokens and $20 for output, with higher usage limits for existing paying customers.Tue, 22 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/spain-ia360-planhttps://www.mamiferolab.com/notes/spain-ia360-planSánchez presented it at Moncloa with four pillars, compute gigafactories, an AI voucher for small businesses and a social contract roundtable in October.Tue, 22 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/xiaomi-mimo-open-weightshttps://www.mamiferolab.com/notes/xiaomi-mimo-open-weightsThe series launched on September 22 with a one-million-token window and prices starting at $0.14 per million input tokens for Flash.Tue, 22 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/fruit-fly-connectome-doom-mariohttps://www.mamiferolab.com/notes/fruit-fly-connectome-doom-marioA decade of work made it possible to reconstruct, with AI, the brain and central nervous system of a male fruit fly. The internet needed much less time to hook it up to Doom and Super Mario 64.Mon, 14 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/tim-urban-2015-superintelligence-articlehttps://www.mamiferolab.com/notes/tim-urban-2015-superintelligence-articleTim Urban's foundational texts envisioned the revolution of large LLMs like ChatGPT and laid the groundwork for what the CEOs of Anthropic and OpenAI now debate about slowing the pace of AI development.Sun, 13 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/amodei-pace-frontier-auditorshttps://www.mamiferolab.com/notes/amodei-pace-frontier-auditorsDario Amodei published a three-step plan on September 12 and warns that within 6 to 12 months a swarm of agents could sustain a botnet.Sat, 12 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/humanity-has-paused-technologies-beforehttps://www.mamiferolab.com/notes/humanity-has-paused-technologies-beforeAnthropic and OpenAI agree to slow down the frontier and open their systems to outside evaluators. The shift comes days after Jacob Coxon's resignation, but the warning signs came earlier.Sat, 12 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/openai-research-acceleration-coxon-contrasthttps://www.mamiferolab.com/notes/openai-research-acceleration-coxon-contrastThree days before Jacob Coxon's statements, OpenAI acknowledged that its agents are already accelerating research and that it still doesn't know how to safely reach full recursive self-improvement.Sat, 12 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/sglang-cve-unpatched-inferencehttps://www.mamiferolab.com/notes/sglang-cve-unpatched-inferenceCERT/CC published CVE-2026-86793 on September 11. It affects versions up to 0.5.18, and as of this writing the project hasn't released a patch.Sat, 12 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/us-senate-ai-duty-of-carehttps://www.mamiferolab.com/notes/us-senate-ai-duty-of-careReuters revealed on September 11 a draft imposing a duty of care on frontier models. The House is in session for one week before the elections.Sat, 12 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/ai-companions-wellbeing-studyhttps://www.mamiferolab.com/notes/ai-companions-wellbeing-studyStanford and Carnegie Mellon followed Character.AI users for 12 months. Only 37% answered the second survey, and the sample is from the United States.Fri, 11 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/amazon-resells-chatgpt-adshttps://www.mamiferolab.com/notes/amazon-resells-chatgpt-adsThe pilot started September 10, U.S. only and with selected advertisers. Amazon builds and optimizes the campaigns, and OpenAI decides which ad appears.Fri, 11 Sep 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/anthropic-claude-incidents-metrhttps://www.mamiferolab.com/notes/anthropic-claude-incidents-metrThe company published its assessment on September 9 and commissioned an external investigation from METR. The most serious case ended with a malicious package on PyPI.Fri, 11 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/california-ai-auditor-registryhttps://www.mamiferolab.com/notes/california-ai-auditor-registryNewsom signed SB 813 and AB 1405 on September 9. Auditors will have to prove independence and may keep billing the audited party.Fri, 11 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/chatgpt-financial-services-junior-analystshttps://www.mamiferolab.com/notes/chatgpt-financial-services-junior-analystsOpenAI launched a version on September 10 with PitchBook and LSEG data, designed with Morgan Stanley and Evercore for models and presentations.Fri, 11 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/chile-ai-bill-urgencieshttps://www.mamiferolab.com/notes/chile-ai-bill-urgenciesThe government promised for September an amendment that swaps risk categories for voluntary certifications. The Senate still hasn't registered it.Fri, 11 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/deepseek-flash-peak-hour-pricinghttps://www.mamiferolab.com/notes/deepseek-flash-peak-hour-pricingIt launched on September 10 with open weights and a 1-million-token context. Two days earlier, three U.S. agencies accused DeepSeek of distillation.Fri, 11 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/gpt-live-voice-pricinghttps://www.mamiferolab.com/notes/gpt-live-voice-pricingOpenAI opened its voice model to developers on September 10. It listens and speaks at the same time, answers phones and delegates analysis to another model.Fri, 11 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/massachusetts-data-centers-clean-energyhttps://www.mamiferolab.com/notes/massachusetts-data-centers-clean-energyThe September 9 framework calls for 100% clean energy and disclosure of water use. It's the third state in three months to tighten the rules.Fri, 11 Sep 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/nvidia-groq-antitrust-probehttps://www.mamiferolab.com/notes/nvidia-groq-antitrust-probeThe Justice Department formally requested information about the 2025 deal, which brought Groq's founder to Nvidia. According to the NYT, unwinding it is unlikely.Fri, 11 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/us-chinese-ai-distillation-alerthttps://www.mamiferolab.com/notes/us-chinese-ai-distillation-alertThe September 8 alert from the NSA, FBI and CISA names DeepSeek, Moonshot and Alibaba. Several of the red flags are also shown by legitimate use.Fri, 11 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/visa-mastercard-ant-know-your-agenthttps://www.mamiferolab.com/notes/visa-mastercard-ant-know-your-agentThe September 10 agreement aims to get networks and wallets to recognize the software that shops on a user's behalf. Each network keeps its own risk controls.Fri, 11 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/ai-engines-disagree-on-brandshttps://www.mamiferolab.com/notes/ai-engines-disagree-on-brandsAn analysis of more than 1,200 scored answers shows a brand's visibility doubles or halves depending on which engine you ask.Wed, 09 Sep 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/anthropic-researcher-quits-coxonhttps://www.mamiferolab.com/notes/anthropic-researcher-quits-coxonJacob Coxon resigned on September 8, and the company's Alignment Science lead came out to back him publicly with his own extinction figure.Wed, 09 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/navier-stokes-authorship-disputehttps://www.mamiferolab.com/notes/navier-stokes-authorship-disputeThe announcement came on September 8, a day after two mathematicians published the advance that paved the way, and one of them was asked to stay off the paper.Wed, 09 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/sponsored-ads-in-chatgpt-answershttps://www.mamiferolab.com/notes/sponsored-ads-in-chatgpt-answersThe measurement covers hotel queries between March and May 2026. The space brands are trying to win without paying is filling up with ads.Wed, 09 Sep 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/accenture-google-forward-deployed-engineershttps://www.mamiferolab.com/notes/accenture-google-forward-deployed-engineersThe consultancy and Google launched a joint unit on September 8. The bottleneck for corporate AI is no longer the model but the labor.Tue, 08 Sep 2026 00:00:00 GMTWorkhttps://www.mamiferolab.com/notes/ai-assistants-simultaneous-outagehttps://www.mamiferolab.com/notes/ai-assistants-simultaneous-outageChatGPT, Claude, Grok and Gemini logged incidents on September 3 within a 90-minute window. Their status pages don't agree on the origin.Tue, 08 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/nvidia-buys-hugging-facehttps://www.mamiferolab.com/notes/nvidia-buys-hugging-faceThe chipmaker confirmed the deal on September 3 and takes control of the repository where 18 million developers publish models.Tue, 08 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/openai-astra-critical-cyber-capabilityhttps://www.mamiferolab.com/notes/openai-astra-critical-cyber-capabilityThe model finds and exploits unknown vulnerabilities without human guidance. OpenAI restricts that function to verified partners and releases the rest in phases.Tue, 08 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/openai-automated-research-internhttps://www.mamiferolab.com/notes/openai-automated-research-internThe company set the goal, wrote the definition, took the measurements and published the result. Agents add up to 3.1 workdays for every human workday.Tue, 08 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/seattle-times-newsday-sue-openaihttps://www.mamiferolab.com/notes/seattle-times-newsday-sue-openaiThe lawsuit filed on September 4 in New York alleges scraping of paywalled content and false attribution of made-up texts.Tue, 08 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/openai-launches-gpt6-astrahttps://www.mamiferolab.com/notes/openai-launches-gpt6-astraThe model launched on September 3 at $50 per million output tokens, with a staged rollout and cut-back cybersecurity capabilities.Fri, 04 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/adobe-slack-mcp-toolshttps://www.mamiferolab.com/notes/adobe-slack-mcp-toolsThe app runs on MCP and pulls context from messages, files and channels. Available since September 2 on the Business+ and Enterprise+ plans.Thu, 03 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/anthropic-c2pa-content-checkerhttps://www.mamiferolab.com/notes/anthropic-c2pa-content-checkerThe tool reads C2PA credentials inside the browser and doesn't upload the file. A negative result doesn't rule out that a model was involved.Thu, 03 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/big-tech-ai-paper-gainshttps://www.mamiferolab.com/notes/big-tech-ai-paper-gainsAlphabet, Amazon, Nvidia and Microsoft recorded those unrealized gains in the second quarter. More than double the previous quarter, according to the FT.Thu, 03 Sep 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/chatgpt-dsa-search-engine-designationhttps://www.mamiferolab.com/notes/chatgpt-dsa-search-engine-designationThe European Commission designated it a very large search engine on August 31, based on the 159.1 million monthly users it reported in the EU.Thu, 03 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/chatgpt-work-lethal-trifectahttps://www.mamiferolab.com/notes/chatgpt-work-lethal-trifectaSimon Willison reviewed the product and concluded it combines private data, untrusted content and the ability to act externally. There's no known defense.Thu, 03 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/google-keeps-adx-brinkema-rulinghttps://www.mamiferolab.com/notes/google-keeps-adx-brinkema-rulingThe September 2 ruling rejected the 3 structural remedies the Justice Department sought and ordered conduct remedies that remain under seal.Thu, 03 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/malware-stolen-claude-sessionshttps://www.mamiferolab.com/notes/malware-stolen-claude-sessionsThe theft happens on the user's computer and bypasses the password and second factor. The company logged accounts out and refunded unauthorized charges.Thu, 03 Sep 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/mistral-free-plan-trains-on-promptshttps://www.mamiferolab.com/notes/mistral-free-plan-trains-on-promptsThe updated documentation clarifies that free-tier conversations feed training unless the account turns it off manually.Thu, 03 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/nhs-ai-scribes-errorshttps://www.mamiferolab.com/notes/nhs-ai-scribes-errorsThe patient watchdog documented failures in clinical summaries. There are 27 tools in use, and the regulator decided not to treat them as medical devices.Thu, 03 Sep 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/bill-gates-turbulent-ai-erahttps://www.mamiferolab.com/notes/bill-gates-turbulent-ai-eraIn an essay of almost 6,000 words, the Microsoft co-founder describes three structural risks of artificial intelligence and proposes taxing AI tokens and robots that replace workers.Wed, 02 Sep 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/chile-data-law-postponement-consequenceshttps://www.mamiferolab.com/notes/chile-data-law-postponement-consequencesThe government filed, with top-priority urgency, a bill that pushes the data protection law back to December 2027. These are 16 consequences of postponing it again.Wed, 02 Sep 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/ahrefs-ai-overviews-click-drophttps://www.mamiferolab.com/notes/ahrefs-ai-overviews-click-dropAhrefs measured 300,000 search terms between 2023 and 2025. The figure is real, but the fine print changes quite a bit about what to do with it.Mon, 31 Aug 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/ai-index-hallucinations-user-beliefshttps://www.mamiferolab.com/notes/ai-index-hallucinations-user-beliefsThe annual report from Stanford's AI institute compares 26 systems. When the false claim comes from the user, performance collapses.Mon, 31 Aug 2026 00:00:00 GMTSciencehttps://www.mamiferolab.com/notes/eu-ai-act-high-risk-postponedhttps://www.mamiferolab.com/notes/eu-ai-act-high-risk-postponedThe regulation appeared in the Official Journal six days before the deadline it was meant to move. The transparency obligations did take effect on August 2.Mon, 31 Aug 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/linkedin-ai-jobs-labor-reporthttps://www.mamiferolab.com/notes/linkedin-ai-jobs-labor-reportBoth figures come from the same report. The company publishing them sells recruiting and courses, and concludes that teams need reskilling.Mon, 31 Aug 2026 00:00:00 GMTWorkhttps://www.mamiferolab.com/notes/wpp-job-cuts-outcome-based-payhttps://www.mamiferolab.com/notes/wpp-job-cuts-outcome-based-payThe British advertising group cut its headcount by 8.1% in a year. The billing model that justifies the cuts has a single subscriber, Jaguar Land Rover.Mon, 31 Aug 2026 00:00:00 GMTWorkhttps://www.mamiferolab.com/notes/ai-agents-autonomy-riskhttps://www.mamiferolab.com/notes/ai-agents-autonomy-riskAn investigation into OpenAI agent tests ended with a real intrusion into Hugging Face infrastructure. The promise of AI autonomy now comes with a less glamorous question: who answers when the agent does exactly what nobody authorized?Sun, 30 Aug 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/ai-agents-software-as-buyerhttps://www.mamiferolab.com/notes/ai-agents-software-as-buyerAgents can already compare products, complete checkouts and act on a person's behalf. For digital commerce, that introduces a new customer: software that needs to understand price, stock and terms without being seduced by a photo with monstera leaves.Sun, 30 Aug 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/chile-limits-workplace-facial-recognitionhttps://www.mamiferolab.com/notes/chile-limits-workplace-facial-recognitionChile's Labor Directorate questioned a system that continuously analyzes drivers' faces to detect fatigue, drowsiness and distraction. In Chile, AI applied to work is already running into a concrete boundary: that something can be measured doesn't mean it can be monitored without limits.Sun, 30 Aug 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/google-expands-ai-overviews-in-searchhttps://www.mamiferolab.com/notes/google-expands-ai-overviews-in-searchGoogle is testing automatically expanded AI Overviews on some searches. For SEO, media and brands, the change doesn't eliminate the blue link: it just charges it more scrolling to appear.Sun, 30 Aug 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/google-gemini-usage-pricing-ai-billhttps://www.mamiferolab.com/notes/google-gemini-usage-pricing-ai-billGoogle Cloud is adding pay-as-you-go pricing for Gemini Enterprise. After years of asking what artificial intelligence can do, companies are starting to ask a more administrative and quite healthy question: how much it costs to keep it working.Sun, 30 Aug 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/linkedin-ai-jobs-gender-gaphttps://www.mamiferolab.com/notes/linkedin-ai-jobs-gender-gapLabor demand for artificial intelligence is growing, and so are salaries. LinkedIn's data shows that opportunity is being shared out in a much less futuristic way.Sun, 30 Aug 2026 00:00:00 GMTWorkhttps://www.mamiferolab.com/notes/sony-warner-sue-anthropic-copyrighthttps://www.mamiferolab.com/notes/sony-warner-sue-anthropic-copyrightSony Music and Warner Music sued Anthropic over the alleged unauthorized use of protected works to train Claude. The copyright fight goes back to the heart of the business: not what the model answers, but what it learned to answer with.Sun, 30 Aug 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/forbes-chile-ai-study-no-margin-of-errorhttps://www.mamiferolab.com/notes/forbes-chile-ai-study-no-margin-of-errorThe AI Maturity Index Chile 2026 has no calculation errors. It has 50 responses arranged in rankings that can't be told apart from chance. The difference matters.Sat, 29 Aug 2026 00:00:00 GMTOtherhttps://www.mamiferolab.com/notes/google-ai-max-ab-tests-expandedhttps://www.mamiferolab.com/notes/google-ai-max-ab-tests-expandedStarting in September, Google Ads will let advertisers compare budgets and ROI targets across several Search campaigns within a single AI Max experiment.Sat, 29 Aug 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/google-ask-advisor-ads-analyticshttps://www.mamiferolab.com/notes/google-ask-advisor-ads-analyticsAsk Advisor summarizes changes, generates reports from text instructions and compares campaigns with similar businesses, taking AI from the dashboard to the decision.Sat, 29 Aug 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/google-demand-gen-messaging-appshttps://www.mamiferolab.com/notes/google-demand-gen-messaging-appsGoogle is testing conversations launched from YouTube ads and releasing multimodal video creation, shortening the path between impression, contact and purchase.Sat, 29 Aug 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/google-preferred-sources-buttonhttps://www.mamiferolab.com/notes/google-preferred-sources-buttonPublishers can install a button so their readers prioritize them in Top Stories, AI Overviews and AI Mode. Google already counts more than 600,000 sources.Sat, 29 Aug 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/chatgpt-ads-38-countries-not-chilehttps://www.mamiferolab.com/notes/chatgpt-ads-38-countries-not-chileOpenAI switched on ads in India on August 27 with 50 brands and opens its campaign manager on September 4. No date announced for Chile.Fri, 28 Aug 2026 00:00:00 GMTAdvertisinghttps://www.mamiferolab.com/notes/google-goto-redirects-seo-toolshttps://www.mamiferolab.com/notes/google-goto-redirects-seo-toolsThe company has started rolling out a new redirect system in its search results that makes automated URL extraction harder. The move coincides with the upcoming shutdown of the Custom Search JSON API and could raise costs for SEO monitoring platforms and for AI systems that depend on Google data.Fri, 28 Aug 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/judge-voids-pentagon-anthropic-banhttps://www.mamiferolab.com/notes/judge-voids-pentagon-anthropic-banThe August 27 ruling declares that designating Anthropic a supply chain risk was retaliation for criticizing the U.S. government.Fri, 28 Aug 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/nvidia-hugging-face-86-times-revenuehttps://www.mamiferolab.com/notes/nvidia-hugging-face-86-times-revenueThe Information reported the deal on August 26. Neither company has confirmed it, and Reuters says there's no signed contract yet.Fri, 28 Aug 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/salesforce-crm-inside-claudehttps://www.mamiferolab.com/notes/salesforce-crm-inside-claudeThe plugin ships with 37 sales skills and an open beta in September. Claude becomes the default model in Slack. No pricing announced.Fri, 28 Aug 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/tech-companies-letter-ai-cyberattackshttps://www.mamiferolab.com/notes/tech-companies-letter-ai-cyberattacksOpenAI, Anthropic, Google and Microsoft signed a call on August 28 to coordinate defenses, after cases of agents being used in real intrusions.Fri, 28 Aug 2026 00:00:00 GMTSecurityhttps://www.mamiferolab.com/notes/ai-that-never-leaves-your-computerhttps://www.mamiferolab.com/notes/ai-that-never-leaves-your-computerPerplexity and Nvidia launched an agent that runs entirely on your machine, without sending anything to the cloud. Today it costs too much for a small business, but it shows where everything is heading.Thu, 27 Aug 2026 00:00:00 GMTIndustryhttps://www.mamiferolab.com/notes/jalapeno-chip-who-measured-that-numberhttps://www.mamiferolab.com/notes/jalapeno-chip-who-measured-that-numberOpenAI published figures showing its first chip beats Nvidia by up to 3.6 times. It may be true. It was also measured by OpenAI, on hardware nobody else has.Thu, 27 Aug 2026 00:00:00 GMTEconomyhttps://www.mamiferolab.com/notes/six-in-ten-searches-go-nowherehttps://www.mamiferolab.com/notes/six-in-ten-searches-go-nowhereGoogle answers at the top and the user leaves. But there's a figure inside the wreckage that completely changes what's worth doing: searches with your name gain clicks, generic ones lose them.Thu, 27 Aug 2026 00:00:00 GMTSearch & SEOhttps://www.mamiferolab.com/notes/the-law-coming-for-youhttps://www.mamiferolab.com/notes/the-law-coming-for-youWhile the AI bill goes around in circles in the Senate, another law that has already passed takes effect on December 1. That one does affect you, and there's just over three months left.Wed, 26 Aug 2026 00:00:00 GMTPolicy & Lawhttps://www.mamiferolab.com/notes/machine-made-content-treated-as-machinehttps://www.mamiferolab.com/notes/machine-made-content-treated-as-machine59% of what TikTok shows a new account is low-quality automated content. The risk for your brand isn't being copied: it's being mistaken for the pile.Tue, 25 Aug 2026 00:00:00 GMTSearch & SEO