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PepperEyes
  • About PepperEyes
What Is Weight Space Programming? The Idea Behind AI Rewriting AI

What Is Weight Space Programming? The Idea Behind AI Rewriting AI

MIT researchers used GPT-6 Astra to inspect and change neural-network weights without…
    Can Green Tests Miss Bugs? GPT-6 Astra’s Review Of Claude’s Model Edit

    Can Green Tests Miss Bugs? GPT-6 Astra’s Review Of Claude’s Model Edit

    An independent GPT-6 Astra review found experiment-harness faults and weight-conversion…
      One Evening To Build With AI: The Lessons Behind The First Cut

      One Evening To Build With AI: The Lessons Behind The First Cut

      A creator's account of building an AI-assisted video style shows why human review,…

        Software Correctness & Supply Chain Security, With Sean Allen

        An interview with Antithesis engineer Sean Allen examines software correctness,…

          How To Edit AI Weights At Home Without Legal Consequences

          A home experiment made a local AI answer 10 of 10 legal benchmark tasks, but its legal…
            The Latest
            • Technology News & Gadgets

            Smart Home Devices Should Work Without The Internet

            Smart Home Devices Should Work Without The Internet
            A home automation builder says core devices should keep working offline, after cloud outages and vendor API changes disrupted connected products.
            • PepperEyes Team
            • November 11, 2026
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            • Digital Marketing

            Introducing 3 New Domains: .Eat, .Fly, And .Here

            Introducing 3 New Domains: .Eat, .Fly, And .Here
            Google Registry launched .eat, .fly and .here on Nov. 10, with early access fees declining before public availability on Nov. 17.
            • PepperEyes Team
            • November 11, 2026
            View Post
            • Technology News & Gadgets

            QuEra, Harvard And Anthropic Use AI To Reduce Quantum Circuit Resource Requirements

            QuEra, Harvard And Anthropic Use AI To Reduce Quantum Circuit Resource Requirements
            A preprint by QuEra, Harvard and Anthropic reports lower gate and qubit requirements for seven of eight quantum circuit building blocks.
            • PepperEyes Team
            • November 11, 2026
            View Post
            • Technology News & Gadgets

            Diraq Deploys Silicon Spin Quantum Computer Inside A Commercial Data Center

            Diraq Deploys Silicon Spin Quantum Computer Inside A Commercial Data Center
            Diraq says its eight-qubit silicon spin system is operating at Equinix’s Sydney data center, with an upgrade to as many as 256 qubits targeted within a year.
            • PepperEyes Team
            • November 10, 2026
            View Post
            • Digital Safety & Privacy

            N-able Takes N-central Offline: Questions For Teams Using AI

            N-able Takes N-central Offline: Questions For Teams Using AI
            N-able took hosted N-central offline and urged on-premises users to shut down after a researcher published more than 30 alleged flaws.
            • PepperEyes Team
            • November 10, 2026
            View Post
            • Digital Safety & Privacy

            Are Your AI Datasets In Scope Of The Fireworks AI Breach?

            Are Your AI Datasets In Scope Of The Fireworks AI Breach?
            Fireworks AI says an October security incident affected account and billing information and, for some accounts, secrets, datasets and incomplete models.
            • PepperEyes Team
            • November 10, 2026
            View Post
            • Technology News & Gadgets

            Anthropic’s IPO Prospectus: What It Reveals About The Company Behind Claude

            Anthropic’s IPO Prospectus: What It Reveals About The Company Behind Claude
            Anthropic’s amended filing sets a $70–$78 IPO range and details rapid growth, large infrastructure commitments and limited public-shareholder control.
            • PepperEyes Team
            • November 10, 2026
            View Post
            • Technology News & Gadgets

            SoftBank’s Quarterly Loss Raises Questions About AI’s Power Costs

            SoftBank’s Quarterly Loss Raises Questions About AI’s Power Costs
            SoftBank reported a ¥1.12 trillion quarterly loss, including charges tied to power equipment purchased for U.S. AI data center plans.
            • PepperEyes Team
            • November 10, 2026
            View Post
            • Technology News & Gadgets

            A Closer Look At Decision Models In Hugging Face

            A Closer Look At Decision Models In Hugging Face
            Hugging Face describes models that choose among supplied answers and return probabilities, but the explainer provides no independent performance results.
            • PepperEyes Team
            • November 10, 2026
            View Post
            • Technology News & Gadgets

            Zebkit – Chromium As An Embeddable Library

            Zebkit – Chromium As An Embeddable Library
            Zebkit’s GitHub project presents Chromium 157 as a library for native apps, with web, PDF and automation APIs. Its benchmarks are project claims.
            • PepperEyes Team
            • November 10, 2026
            View Post
            What Is Weight Space Programming? The Idea Behind AI Rewriting AI
            • Technology News & Gadgets

            What Is Weight Space Programming? The Idea Behind AI Rewriting AI

            MIT researchers used GPT-6 Astra to inspect and change neural-network weights without…
            • PepperEyes Team
            • November 11, 2026
            Can Green Tests Miss Bugs? GPT-6 Astra’s Review Of Claude’s Model Edit
            • Technology News & Gadgets

            Can Green Tests Miss Bugs? GPT-6 Astra’s Review Of Claude’s Model Edit

            An independent GPT-6 Astra review found experiment-harness faults and weight-conversion…
            • PepperEyes Team
            • November 11, 2026
            One Evening To Build With AI: The Lessons Behind The First Cut
            • Technology News & Gadgets

            One Evening To Build With AI: The Lessons Behind The First Cut

            A creator's account of building an AI-assisted video style shows why human review,…
            • PepperEyes Team
            • November 11, 2026
            Software Correctness & Supply Chain Security, With Sean Allen
            • Technology News & Gadgets

            Software Correctness & Supply Chain Security, With Sean Allen

            An interview with Antithesis engineer Sean Allen examines software correctness,…
            • PepperEyes Team
            • November 11, 2026
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