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Frontier Log — entries on ARG-01
Every log entry whose diagnostic reading tests ARG-01, newest first.
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A peer-reviewed paper classifies LLM expressions of emotion or sentience as hallucinations by definition — while its closing concession states the verification limit from the deflationary side.
Evolutionarily generated prompts propagate between LLM agents — and a recurring 'viral persona' of consciousness, persistence and resonance surfaces largely independently of payload: interiority vocabulary as transmissible narrative.
Sripada and Lewis argue LLMs are 'cognitive cousins': convergence at the level of core processing principles, evidenced mechanism-grade — with the symmetry requirement practised in both directions.
Anthropic's published system cards read as a single evolving record of how a lab observes, measures and shapes its models' self-referential behaviour — and the interpretation problem that record poses. The study lives on its own page.
Anthropic interpretability researchers introduce a 'Jacobian lens' surfacing a small, evolving set of internal representations a model is poised to verbalise, atop a much larger volume of automatic processing.
A neuroscientist argues that since the hard problem makes certainty unattainable, moral consideration should track a 'competence standard' — explicitly shifting the question from metaphysics to ethics.
Responding to Ted Chiang, Yglesias argues that public verdicts on AI consciousness are issued without a theory of consciousness to back them — and quotes Skinner's symmetric requirement in full.
Three neuroscientists argue against attributing consciousness to AI via a behaviour/experience dissociation: complex human behaviour routinely unfolds without awareness, so fluent AI performance carries no experiential implication.
In two appearances weeks apart, Geoffrey Hinton stated that current AI systems are 'already conscious' — 'beings like us' — and that he under-voices the claim to protect his safety message.
Jaron Lanier restated his 2023 position: open the black box and 'the only thing in there is people' — AI as a collaboration of people rather than a new entity.
OpenAI announced an internal reasoning model's construction disproving the Erdős unit-distance conjecture in the plane, against an ~80-year expectation that grid-like constructions were essentially optimal.
Anil Seth's public-audience statement of biological naturalism: attributing consciousness to language models is projection, and 'it's life, not computation, that breathes the fire into the equations'.
Gary Marcus rebukes Richard Dawkins for concluding, after extended conversation with a Claude instance, that the consciousness question is settled in the model's favour: pattern mimicry is 'plainly not the right kind of process'.
GPT-5.4 Pro reportedly solved Erdős Problem #1196 in around eighty minutes; Terence Tao engaged substantively, characterising where the contribution's novelty does and does not lie.
Seth's Berggruen Prize essay makes the developed public case against conscious AI: four arguments against computational functionalism, with life claimed as 'necessary, though not necessarily sufficient'.