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Investigations

Every statement someone asked Galedra to check, newest first, with the reading of the claims beneath it. An investigation is one recorded check: the statement as it was given, the claims it was broken into, and what the sources said about each. The claims themselves are under Claims. These are the short ones — a meme, a quotation, a figure someone sent you. A long source worked through section by section, like a speech or a podcast, is an outline and is listed there. Each reading is provisional until audited, and none of it is a verdict on the person who posted the statement.

Record a check

Mostly supported

“Within the million AI-related jobs, co-pilot roles roughly double a worker's efficiency while a separate subset manages tens to hundreds of agents as if they were employees.”

Checks out so far. 1 holds up so far.

Score: 0.8233 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“Frontier labs walling off their most capable internal models pushes toward larger firms, the opposite of the Coasean prediction.”

Checks out so far. 1 holds up so far.

Score: 0.6128 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Mostly supported

“AI does not merely automate the firm but attacks the economic reason firms exist, turning the firm into a protocol coordinating a community of agents and humans.”

Checks out so far. 1 holds up so far.

Score: 0.8888 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“The amygdala's scanning for danger gives humans a preponderance for focusing on bad news and treating the unfamiliar as dangerous.”

Checks out so far. 1 holds up so far.

Score: 0.6982 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Mostly supported

“The speaker asserts that AGI has arrived.”

Checks out so far. 1 holds up so far.

Score: 0.8806 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 50% · 0% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“Humans are no longer the smartest things on the planet.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“Humans are no longer the smartest things on the planet.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Strongly supported

“Roughly $500 billion in additional annual spending on chips, servers, data centres, cooling and power infrastructure is supporting demand for electricians, HVAC specialists and technicians.”

Checks out so far. 1 holds up so far.

Score: 0.9914 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Strongly supported

“Roughly $500 billion in additional annual spending on chips, servers, data centres, cooling and power infrastructure is supporting demand for electricians, HVAC specialists and technicians.”

Checks out so far. 1 holds up so far.

Score: 0.9914 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Strongly supported

“JP Morgan is small relative to Nvidia both in absolute terms and in the volume of new investment decisions it will make this year.”

Checks out so far. 1 holds up so far.

Score: 0.9995 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Strongly supported

“JP Morgan is small relative to Nvidia both in absolute terms and in the volume of new investment decisions it will make this year.”

Checks out so far. 1 holds up so far.

Score: 0.9995 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“Frontier labs walling off their most capable internal models pushes toward larger firms, the opposite of the Coasean prediction.”

Checks out so far. 1 holds up so far.

Score: 0.6128 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Mostly supported

“AI does not merely automate the firm but attacks the economic reason firms exist, turning the firm into a protocol coordinating a community of agents and humans.”

Checks out so far. 1 holds up so far.

Score: 0.8888 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“Humans are no longer the smartest things on the planet.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Mostly against

“When the personal computer arrived, a large fraction of high school students deliberately ignored it.”

The evidence goes against this. 1 of 1 checkable claim goes against the evidence.

Score: 0.2854 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“The amygdala's scanning for danger gives humans a preponderance for focusing on bad news and treating the unfamiliar as dangerous.”

Checks out so far. 1 holds up so far.

Score: 0.6982 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Strongly against

“The largest AI companies now hold more than $20 trillion in liquidity that they intend to recycle into reinforcing their positions.”

The evidence goes against this. 1 of 1 checkable claim goes against the evidence.

Score: 0.0915 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 50% · 50% counted

1 claim · recorded 28 September 2026 · provisional until audited

Mostly supported

“Frontier labs are releasing models faster because Chinese open source models are at near parity with them and the labs need separation to win enterprise deals.”

Checks out so far. 1 holds up so far.

Score: 0.8581 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 50% · 50% counted

1 claim · recorded 28 September 2026 · provisional until audited

Mostly against

“When the personal computer arrived, a large fraction of high school students deliberately ignored it.”

The evidence goes against this. 1 of 1 checkable claim goes against the evidence.

Score: 0.2854 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

Leans supported

“Humans are no longer the smartest things on the planet.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27790 for all claims together

Review 75% · 75% counted

1 claim · recorded 28 September 2026 · provisional until audited

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